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The Impact of Investing in Your Employees’ Development

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The Impact of Investing in Your Employees’ Development

Investing in employee development is crucial for organisations seeking to prosper in today’s constantly changing business environment. Alison’s Free Learning Management System (Free LMS) can significantly impact organisational growth and productivity.

Our Free LMS offers individualised learning paths, continuous upskilling, and flexible self-paced learning programmes, all of which help enhance employees’ skills and effectiveness. Cost-effective training methods, such as webinars, peer learning, on-the-job training, and other innovative approaches, can help organisations empower their employees without straining their budget.

Unlocking Growth: Steps for Effective Employee Development

Implementing employee development is a strategic investment that can yield substantial advantages for your organisation. When employees grow, the organisation thrives. Key steps to consider include:

  1. Assessing current state: Acknowledging your employees’ needs is essential before investing in feasible development options. Begin by evaluating your organisation’s current practices related to employee growth and engagement so you can identify strengths and areas for improvement.
  2. Involving employees in the process: Seek input from your employees so you can better understand their aspirations, career paths, and areas where they want to enhance their capabilities.
  3. Clear communication matters: Employees value clear communication about available development opportunities. Define specific objectives for employee development, keeping individual and organisational goals in mind. Examples include improving skills, enhancing leadership capabilities, and fostering a learning culture.
  4. Investing in learning platforms: Platforms such as Alison’s Free LMS provide accessible training content that readily aligns with your organisation’s needs and budget.
  5. Creating a learning culture: Encourage continuous learning and promote a growth mindset where employees are ready to embrace new challenges. Recognise and celebrate learning achievements promptly and adequately.
  6. Providing opportunities for skill development: Offer workshops, seminars, and webinars. Encourage your employees to attend conferences and industry events. Cross-functional training is a valuable tool for broadening skills.
  7. Individual development plans (IDPs): You can collaborate with employees to create personalised IDPs that streamline the outline of specific development activities, timelines, and desired outcomes. The IDPs can be regularly reviewed and adjusted as needed.
  8. Mentoring and coaching: By pairing your employees with compatible mentors or coaches, you provide the former with valuable guidance, feedback, and support while encouraging knowledge sharing within your organisation.
  9. Performance reviews and feedback: Linking development to performance evaluations allows you to discuss growth opportunities during reviews and provide constructive feedback to guide improvement. 
  10. Budget allocation: Allocating resources for employee development is an investment that will reap multiple benefits. Consider training costs, certificates, and professional memberships.
  11. Promoting leadership development: Invest in leadership programmes to develop future leaders with the skills necessary for growth and succession planning within your organisation.
  12. Measurement and evaluation: Assess the impact of employee development initiatives using metrics such as employee satisfaction, retention rates, and performance improvements.

Benefits of Using Alison’s Free LMS for Employee Development

Our Free LMS is a powerful tool for employee development, offering a comprehensive solution tailored to the diverse learning needs of modern organisations.

  • Quickly enhance employee development: Employees gain immediate access to a broad array of training resources, including e-learning courses, which significantly cut down the development time. Our Free LMS is easy to set up and use, requiring no superior technical skills or implementation fees, and you can be operational within five minutes.
  • Streamlined and effective onboarding: With structured, comprehensive onboarding processes, employees are better prepared and more likely to stay with your organisation for at least three years. Our flexible, self-paced learning adapts to various learning styles and schedules.
  • Boost productivity and satisfaction: With over 5,000 free courses ranging from business skills to soft skills, your workforce can access relevant training, enhancing efficiency and job satisfaction. Supported employees are content and more engaged.
  • Minimise turnover: Robust learning and development initiatives can retain top talent. Studies indicate that 45% of employees are more likely to stay longer at companies that invest in their learning and development.
  • Universal access to skills training: Skills training is accessible to all employees at no extra cost, except for optional CPD-accredited certificates.
  • Enhance performance and value: Investing in your workforce not only boosts performance but also contributes to the overall success and value creation within the organisation.
  • Insightful analytics for strategic decisions: Utilise analytical data from our Free LMS to measure course completion rates and student satisfaction, providing evidence of training effectiveness and supporting increased training budgets.
  • Real-time engagement and skill metrics: With real-time data, gain insights into employee engagement and skill application, allowing for optimised development strategies and informed decision-making.
  • Cost-effective training solution: Our Free LMS offers continuous learning opportunities and enhanced staff morale, as well as valuable ROI data. Dedicated support ensures a seamless experience for both administrators and learners.
  • Customisable learning paths: Tailor your training with our pre-curated course collections to meet specific developmental needs, ensuring employees are well-equipped for their roles.

Prioritising employee development with tools like Alison’s Free LMS can help you create a skilled, deeply satisfied, and fiercely committed workforce. When that happens, business outcomes soar to new heights.

Can You Guess the Country? A New Geography Photo Quiz for Students

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Can You Guess the Country? A New Geography Photo Quiz for Students

Test your geography knowledge using photographs from around the world.

How to Communicate Entry-Level Salary Expectations

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How to Communicate Entry-Level Salary Expectations

It’s normal to get a bit squeamish talking about money, especially if you’re going for your first tech job and are excited about even getting in the door. But handling discussions about your salary expectations with confidence early on can help you land a better offer. Here’s how to prepare for the salary expectations question and answer it with grace.  

Figure out the market rate for the role 

It’s not just about how you word your answers about salary expectations — you need to be equipped with data about the market rate for your skills and for the type of role you’re applying to. That way you’ll be able to ask for what you’re worth with confidence. So, where do you start? 

Where to look for salary data 

Fortunately, a lot of job descriptions disclose a salary range for the role. If the employer is hiring within the US, they legally have to give a range for some states. That doesn’t mean that exact range will apply to your location (especially if it’s a remote role), but it should give you a sense of how they’re valuing the position. If a company doesn’t give any indication of the salary range, you can still find comparable data by looking at similar roles in the industry. We’ve aggregated data on a number of tech role salaries, such as UX Researcher, React Developer, and IT Project Manager. 

You can also look at resources like Levels.fyi or Glassdoor for signals. Some tech companies (like Posthog or Buffer) are leading the way with publicly available compensation frameworks, so you can gather more data by looking at what other orgs are paying for similar positions.  

Do some sleuthing for more data points — there are plenty of discussions on Hacker News and Reddit where other job seekers have asked for input on reasonable salary expectations. You could also ask a trusted mentor, colleague, or fellow Codecademy learners who you’ve met in the forums or your local chapter.  

“If you feel comfortable, it’s good to talk about money,” says Lisa Tagliaferri, Senior Director of Developer Enablement at cybersecurity company Chainguard. “How do you know if something is a good offer, or how do you evaluate equity versus base compensation versus bonus structure? If you have a group of people that you trust, having those transparent conversations can be really empowering.” 

You don’t have to show your cards 

At this stage, hopefully you either have the salary range for the role or are prepared with your market research when you go into interviews. Ideally, you want the recruiter or hiring manager to share their expectations with you first, so you don’t inadvertently undercut yourself.  

It’s easy to get flustered if an interviewer asks you outright, “What are your salary expectations for this role?” The best way to respond to this question without giving anything away is to turn it back on the interviewer.  

Remember: The interviewer knows how much money the company has allotted for the role. “The vast majority of vacancies don’t get approved unless there is a hiring budget attached to them, so the hiring team should be able to share their budget with you,” says Lucy Jones, Headhunter and Director of the Executive Search firm Lawson Brooke. You could say something like: “Could you share the budget allocated to this position? Then I can confirm if it’s in the ballpark of what I’m looking for.” 

If you’re nervous, remember that recruiters will very likely have heard this response before. They may give you their target range, but if they can’t (or won’t) disclose it, you can follow up with something like, “I don’t feel I have enough context to give a figure yet, as I’d like to learn more about the role and responsibilities first.”

What if they ask for your current salary? 

It’s becoming less common for interviewers to ask you to share your current salary, and you’re not legally required to disclose it. If it does come up, you can respond similarly to how you answer the question about salary expectations, by keeping things polite, but firm. Here are a few examples of what you could say: 

“I’m not comfortable sharing my current salary, but if you can share the salary range for this role, I’m happy to confirm if it’s in the range of my expectations.” 

“I see this role as an opportunity to take on more responsibility compared to my current position, so I’d prefer to focus on what I’d be bringing to your company. What is the salary band associated with this role?”  

“I’m looking for a position where I can leverage my skills and experience to contribute meaningfully. I’m sure we can come to a fair and competitive compensation package that aligns with my qualifications and the value I can bring to the role.” 

What if they don’t bring up compensation at all? 

If you’re facing several rounds of interviews and still have no idea if the potential pay is in line with your expectations, don’t be afraid to ask. As Lucy stated earlier, most companies will have a budget for the role, which you can ask for at any time. “Don’t feel embarrassed about discussing money,” Lucy says. “We all have bills to pay!” You can ask: 

“Are you able to share a rough guideline of the salary band for this role?” 

Some candidates will withdraw from an application process if the company won’t disclose salary information. If they can’t give you an idea of the salary, you can ask for details about other benefits that make up the total remuneration package, which may help you decide if it’s worth pursuing.  

Consider the total compensation package 

While you can’t pay rent with a desk setup budget, there are other benefits to consider and “different levers you can pull,” Lisa says. Retirement contribution matching, health insurance, professional development and wellness stipends, and equity are all ways to grow your wealth and career potential, and they can get overlooked in favor of the base salary.  

“If it feels like there is a disconnect between your expectations and their affordability, ask what the benefits package looks like,” says Lucy. “Is there any variable pay like a performance or company bonus? Are there stock options?” You can often find this type of information right in the job description.  

Keep in mind that the compensation package can vary drastically depending on the size and stage of the company, Lucy says. Early-stage startups may not have as much cash to offer, but often grant stock options, giving you an opportunity to own a stake in the company. Stock options present more risk, but greater potential rewards if you believe the company will be successful in the future.  

Everything in the compensation package has value, says Lucy, and sometimes you can negotiate to increase or decrease different elements, depending on your needs. Ask questions about potential incentives that could result in a salary increase, like annual reviews, stock option refreshers, or negotiating bonuses tied to achieving specific goals. 

Though these conversations can feel tense, “it’s in the hiring manager’s best interests that candidates who join the company are happy with their compensation,” says Lucy. If you still can’t get on the same page, it’s probably time to move on. “Invest your time in pursuing an opportunity that’s better aligned.” 

Practicing these responses will help you go into these conversations feeling really confident. Try out our new Interview Simulator.  

Word of the Day: synopsis

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Word of the Day: synopsis

The word synopsis has appeared in 23 articles on NYTimes.com in the past year, including on March 21 in the introduction to the podcast “A Surreal New TV Series About Life, Love and Fruit”:

Our TV critic Margaret Lyons was perusing a list of shows that were newly available to stream when she came across the synopsis for a Turkish series called “A Round of Applause.”

“Struggling with existential angst and longing for his past life in an orange,” it read, “a man navigates his quirky family in this decades-spanning drama.” Margaret knew that she needed to check out this show. It didn’t take her long to realize that she had stumbled on a hidden gem.

Can you correctly use the word synopsis in a sentence?

Based on the definition and example provided, write a sentence using today’s Word of the Day and share it as a comment on this article. It is most important that your sentence makes sense and demonstrates that you understand the word’s definition, but we also encourage you to be creative and have fun.

If you want a better idea of how synopsis can be used in a sentence, read these usage examples on Vocabulary.com. You can also visit this guide to learn how to use IPA symbols to show how different words are pronounced.

If you enjoy this daily challenge, try our vocabulary quizzes.


Students ages 13 and older in the United States and the United Kingdom, and 16 and older elsewhere, can comment. All comments are moderated by the Learning Network staff.

The Word of the Day is provided by Vocabulary.com. Learn more and see usage examples across a range of subjects in the Vocabulary.com Dictionary. See every Word of the Day in this column.

Your prior learning on Coursera may count toward a degree at Empire State University

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Your prior learning on Coursera may count toward a degree at Empire State University

In the fall of 2023, Empire State University (SUNY Empire) began accepting credit for courses and credentials on Coursera with ACE Credit Recommendation.

That means you may be able to to receive college credit (ranging from 1 to 18 credits) after you complete programs on Coursera that have ACE Credit Recommendation, potentially saving you time and money on your degree.  At SUNY Empire, tuition costs a fraction of what you would pay at private institutions, at $295 per credit for New York residents. You also have options for advancement with more than 120 undergraduate programs to choose from.

Advance in Business

Explore SUNY Empire’s online Bachelor of Business Administration which will prepare you to manage and lead in business and organizational contexts in a rapidly changing world. This B.B.A. is designed to build on your prior experience, whether that’s a previous two-year degree in business studies, or time spent working in business-related industries.

Advance in Tech

Or consider SUNY Empire’s online Bachelor in Science, Math, and Technology which prepares you to advance in tech. The program pairs you with an academic mentor to develop a specialized concentration in IT, CS, or other high-demand fields, understand its fundamentals, put it into practice, and communicate your findings with confidence.

SUNY Empire’s Approach to Online Education

SUNY Empire has been providing online programs since 1995. Students can access holistic online student supports anywhere in the world. This includes 24/7 online tutoring, interactive learning tools, online student engagement programs, career programming, and free and confidential mental health counseling for all students.

In addition to flexible, fully online programs, you’ll also gain access to:

  • Mentorship: Every degree-seeking student gets a mentor. Your mentor is a trusted advisor who helps you along your journey.
  • Opportunity Programs: SUNY Empire offers seven opportunity programs that promote equity, inclusion and success for all.
  • Military Support: SUNY Empire is the largest-serving, four-year military-affiliated institution in the SUNY system.

To learn more and apply, visit sunyempire.edu/mkt/dol-coursera or explore transfer credit opportunities and outcomes at SUNY Empire.

Why Talking About Your Weaknesses Helps You in a Job Interview 

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Why Talking About Your Weaknesses Helps You in a Job Interview 

You’re trying your best to make a good impression, but then the interviewer asks, “What is your greatest weakness?” We asked a recruiter and hiring manager for technical roles how to talk about your weaknesses without torpedoing your chances of getting the job or being disingenuous. 

The first step towards answering this common question is understanding what the interviewer is actually asking. It’s more about showing your self-awareness than drawing attention to your weaknesses, according to Jean du Plessis, Senior Engineering Manager at Upbound. “Are you aware of what you’re good at and where you need to improve? What are you doing about it?” You can turn things that are weaknesses on paper into strengths by acknowledging your gaps and demonstrating that you’re proactive about learning and improving.  

Learn something new for free

Here are some tips for acknowledging your weaknesses in a job interview, without underselling yourself.  

How to talk about your weaknesses in a job interview 

Be genuine 

Answers that try to offer a strength in disguise (like “I work too hard” or “I’m a perfectionist”) don’t go down well. The interviewer is asking you to be vulnerable and share something that could color their perception of you. Remember that you are in full control of the story you tell; owning your flaws is much more effective to build trust than disguising them.   

From a practical standpoint, hiring managers may also be trying to gauge if you’ll need more guidance or coaching in the role. Having room to grow isn’t a deal-breaker, especially for entry-level positions, but your interviewer wants to know what they’ll need to do to support you. In fact, being upfront about what you’re doing to address your shortcomings is a great way to frame your answer.  

Focus on what you’re doing to improve  

Here’s another way to think about the question, “Tell me about your biggest weakness” courtesy of r/AskEngineers: “What’s an area that you’re trying to improve and what steps have you taken?” 

Reframing the question this way puts the focus onto taking action, instead of just reflecting on your weakness. So, you might say that you find it hard to estimate how long development work can take and that you’ve learned to build in additional time for debugging. Or maybe you struggle with context switching between meetings and coding, and worked with your previous manager to schedule longer blocks of time for uninterrupted development work. Maybe you weren’t always consistent with documenting your work but started using generative AI to create a first draft.    

“Nobody is a perfect match for a role—maybe it happens in 1% of interviews.”

Jean du Plessis

Senior Engineering Manager at Upbound

Sometimes hiring managers can pose a question about your weaknesses indirectly, like by asking you to tell them about a big mistake you made at work. The same approach works here: own the mistake, describe the steps you took to make things right, and what you did to ensure it wouldn’t happen again.  

You want to give more attention to how you handled a challenge or took measures to improve than the weakness itself. It’s not about spinning the example to mislead the interviewer, it’s about demonstrating your self-awareness and growth mindset. awareness and growth mindset.  

Prepare an example scenario 

“It’s always a good idea to think through different scenarios you’ve been in in the past and how you dealt with them before you go into an interview,” says Lisa Tagliaferri, Senior Director of Developer Enablement at cybersecurity company Chainguard. Reflect on situations that have challenged you and how you either overcame them or prevented them from reoccurring.  

“You could talk through a group project you were part of. Maybe you were expecting deliverables from a coworker by a certain time, and they didn’t meet the deadline, so you ended up having to do it yourself,” says Lisa. “So, the next time you had a group project, what guardrails did you put in place or how did you communicate your expectations up front so that it didn’t happen again?” 

Practicing your answers to situational interview questions like this will help you feel totally prepared when you’re put on the spot. Our new Interview Simulator (in beta) generates interview questions for you to answer in writing or verbally, and the AI will give you actionable feedback on your responses. 

Tie your example back to the job description 

Ideally, you want to make it as easy as possible for the interviewer to compare your skills, experience, and character traits to the role they’re filling. Try to focus your example on something that’s relevant to the job. Go through the job spec carefully while you’re preparing and identify any areas where you are short on experience or have struggled with in the past.  

For example, if the role requires collaboration with stakeholders from other departments, you might speak about a project that got delayed because you weren’t specific enough about what type of feedback you’re looking for and by when. Maybe your proof of concept got derailed because someone got hung up on an unimportant detail. Now, when briefing stakeholders, you are always explicit about the level of input you need and what the repercussions are for late contributions.   

Or, you might not have as much experience with the company’s preferred programming language, but you could describe how you’ve ramped up quickly with new languages or frameworks in the past.  

Be flexible 

When addressing your weaknesses, highlight your flexibility, recommends Lucy Jones, Headhunter and Director of the Executive Search firm Lawson Brooke. “If you’re lacking experience or maturity in some aspect of the role, that might mean you do less of the exciting work at the beginning,” she says. 

For example, you could volunteer to spend more time on documentation, write unit tests, or chip away at tech debt. Have a no-job-too-small attitude and demonstrate that you’re committed to upskilling and developing your weaker areas — it’ll only help your standing. 

Lastly, don’t worry if you’re not an exact skills match (yet) 

The hiring manager fully expects that there will be areas that you need to develop while you’re on the job. “Nobody is a perfect match for a role—maybe it happens in 1% of interviews,” says Jean. Having some areas of weakness is a good thing, because it means you have room to grow while in the role.  

Companies will usually have a salary range for the role they’re hiring for, and if you meet 100% of their requirements, they will hire you at the top of that band. In those cases, there is no opportunity to advance within the role — you’d have to get promoted or change jobs again to progress. “Managers don’t want to hire candidates who will be looking to move on six months down the line,” says Jean. Having some skills you are seeking to develop is a good thing.  

You can practice answering interview questions with our new beta Interview Simulator: Build a mock interview based on the job title, level, type of interview and company and your own experience. The AI interviewer is trained to ask intelligent follow-up questions like a real recruiter and will provide you with feedback after the session. For even more job search tips, tools, and courses, check out our Career Center

Word of the Day: amiable

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Word of the Day: amiable

The word amiable has appeared in 60 articles on NYTimes.com in the past year, including on March 12 in the obituary “Olga Murray, Who Changed the Lives of Children in Nepal, Dies at 98” by Richard Sandomir:

After a six-week trip to India in 1984, Olga Murray flew to Nepal to hike through remote Himalayan villages.

There, Ms. Murray, an adventurous, 59-year-old lawyer, encountered stunning landscapes and friendly people. But it was the children she met during her trek along rugged mountain trails from Pokhara to Siklis that enchanted her and went on to transform her life.

“They were poor beyond anything I had ever experienced — dirty, dressed in ragged clothes, malnourished, without toys of any sort,” she wrote in her autobiography, “Olga’s Promise: One Woman’s Commitment to the Children of Nepal” (2015, with Mary Sutro Callender). “And yet, they were the most joyful, funny, amiable little kids anywhere on earth. Their most fervent wish was to go to school someday.”

Can you correctly use the word amiable in a sentence?

Based on the definition and example provided, write a sentence using today’s Word of the Day and share it as a comment on this article. It is most important that your sentence makes sense and demonstrates that you understand the word’s definition, but we also encourage you to be creative and have fun.

If you want a better idea of how amiable can be used in a sentence, read these usage examples on Vocabulary.com. You can also visit this guide to learn how to use IPA symbols to show how different words are pronounced.

If you enjoy this daily challenge, try our vocabulary quizzes.


Students ages 13 and older in the United States and the United Kingdom, and 16 and older elsewhere, can comment. All comments are moderated by the Learning Network staff.

The Word of the Day is provided by Vocabulary.com. Learn more and see usage examples across a range of subjects in the Vocabulary.com Dictionary. See every Word of the Day in this column.

Reading Readiness: Signs to Look for and Tips to Prepare Your Child for Literacy Success

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Reading Readiness: Signs to Look for and Tips to Prepare Your Child for Literacy Success

Written by Liau Alex

Preparing for reading goes beyond teaching kids to decode words. It involves various skills and mindsets that lay the groundwork for literacy. Reading is a fundamental skill that opens doors to knowledge, imagination, and lifelong learning.

As a parent, nurturing your child’s reading readiness is crucial in laying the foundation for their literacy journey. In this article, we’ll explore the signs of reading readiness and provide practical tips to help you prepare your child for success. Identifying and supporting these early signs can significantly influence a child’s reading progress.

Signs of Reading Readiness

1. Language Development

One of the primary indicators of reading readiness is a child’s language development. As children develop language skills, they become better equipped to understand and engage with written words.

  • Vocabulary acquisition: Children who are ready to read typically demonstrate an expanding vocabulary. They start by recognising words they hear often and then gradually learn new ones. Pay attention to your child’s ability to identify and use words in everyday conversations. For instance, if your toddler points to a dog and says “doggie,” they are demonstrating an understanding of language and its connection to the world around them.
  • Sentence structure: Besides vocabulary growth, children begin to grasp basic sentence structures. They may string words together to form simple sentences or ask questions to seek information. Keep an eye out for your child’s ability to construct sentences and express themselves coherently. For example, if your preschooler says, “I want to play with the red ball,” they exhibit early language skills essential for reading comprehension.

2. Interest in Books and Stories

Children who are ready to read often exhibit a keen interest in books and stories. They may prefer certain stories or characters and eagerly engage with the illustrations.

  • Preference for certain stories: Pay attention to your child’s favourite books and stories. Do they have specific titles they request repeatedly? Are there particular themes or characters that capture their imagination? Identifying these preferences can guide you in selecting reading materials that resonate with your child’s interests. 
  • Engaging with illustrations: Young children often explore books through illustrations before they can read the text. Notice how your child interacts with pictures in books. Do they point to objects and characters? Do they make connections between the illustrations and the accompanying text? Encouraging this visual literacy is an essential step towards reading readiness.

3. Print Awareness

Print awareness refers to a child’s understanding of the written word and its conventions. It involves recognising letters, words, and the basic rules of reading.

  • Recognising Letters and Words: Children who are ready to read may start recognising familiar letters and words in their environment. They may point out letters on signs, labels, or packaging, demonstrating an awareness of print.
  • Understanding Directionality: Another aspect of print awareness is understanding the directionality of text. Children learn that we read from left to right and from the top of the page to the bottom. Observe whether your child understands these reading conventions as they engage with books and other written materials.

Strategies to Prepare Your Child for Literacy Success

Now that we’ve explored the signs of reading readiness let’s look at practical strategies to help prepare your child for literacy success. 

1. Read Aloud Regularly

One of the most effective ways to promote reading readiness is reading aloud to your child regularly.

  • Choosing age-appropriate books: Select books suitable for your child’s age and developmental stage. Board books with sturdy pages are ideal for infants and toddlers, while preschoolers may enjoy picture books with simple narratives.
  • Encouraging interactive reading: Engage your child in interactive reading by asking questions, making predictions, and discussing the story. Encourage them to point to pictures, identify objects, and retell the story in their own words. This interactive approach fosters comprehension skills and a love for reading.

2. Foster a Print-Rich Environment

Create a print-rich environment at home to immerse your child in written language.

  • Label objects around the house: Label everyday objects around the house with their corresponding words. This simple practice helps children make connections between spoken and written language.
  • Incorporate reading into daily routines: Read signs, menus, or grocery lists together to incorporate reading into your daily routines. Show your child that reading is a meaningful and enjoyable activity that extends beyond storytime.

3. Encourage Language Development

Promote language development through meaningful interactions and playful activities. 

  • Engage in conversations: Engage your child in conversations about their day, interests, and experiences. Encourage them to ask questions, express their thoughts, and share stories. These conversations provide valuable opportunities for vocabulary expansion and language development.
  • Introduce new words through play: Introduce new words and concepts into playtime to incorporate language-rich activities. Use descriptive language to describe objects, actions, and emotions and encourage your child to do the same. Playful exploration fosters language skills and lays the groundwork for reading comprehension.

4. Utilise Phonological Awareness Activities

Phonological awareness refers to a child’s ability to recognise and manipulate the sounds of language, which is crucial for reading success.

  • Rhyming games: Engage your child in rhyming games to develop phonological awareness. Encourage them to identify rhyming words and generate their own rhymes. Rhyming activities help children recognise sound patterns and develop phonemic awareness. 
  • Segmenting and blending sounds: Practice segmenting and blending sounds with your child to strengthen their phonological skills. Break words into syllables and encourage your child to identify individual sounds. Then, help them blend sounds together to form words. This activity lays the foundation for decoding and reading fluency. 

5. Seek Professional Support When Needed

While most children develop reading readiness naturally, some may require additional support.

  • Identifying potential challenges: Be mindful of any signs that indicate potential challenges with reading readiness, such as speech delays or difficulty with language development. Early intervention can significantly improve the addressing of these challenges and the promotion of literacy success. 
  • Consulting educators and specialists: If you have concerns about your child’s reading readiness, don’t hesitate to seek guidance from educators and specialists. They can provide valuable insights and recommendations tailored to your child’s needs. 
  • Early intervention programmes: Explore early intervention programs and resources designed to support children’s literacy development. These programs offer targeted interventions and support services to help children overcome obstacles and thrive academically. 
  • Develop an individualised learning plan: Work with educators to develop individualised learning plans that address your child’s unique strengths and challenges. Collaborating with teachers and specialists can create a supportive learning environment that maximises your child’s potential.

Free Education and Development for Early Childhood Course 

Do you want to empower your child with essential literacy skills? Look no further than Nurture Pods’ Free Education and Development for Early Childhood course. This online course equips parents and educators with valuable insights into phonics and effective teaching strategies. It delves into the developmental patterns and behaviours young children exhibit, providing a foundation for tailored educational approaches that resonate with each child’s unique learning journey.

Understanding these nuances is crucial for crafting enriching learning experiences that cater to the diverse needs of young learners. Our course also explores the intellectual and cognitive factors underpinning language and literacy development in children, offering a comprehensive understanding of literacy acquisition.

Reading readiness is a critical precursor to literacy success, and as parents, we play a vital role in nurturing this readiness in our children. By recognising the signs of reading readiness and implementing practical strategies, we can empower our children to embark on a lifelong reading and learning journey.

Join us as we navigate the dynamic landscape of literacy education, armed with evidence-based strategies and practical insights. Together, we can foster a nurturing environment where every child thrives and excels in their literacy journey.

Explore more courses by Alex Liau Alex here.


About The Author

Liau Alex obtained his degree in Psychology from the National University of Singapore and specialises in childhood disorders, specifically learning and behavioural difficulties. He has many years of experience working with children exhibiting a wide array of learning and behaviour challenges, many of whom have been diagnosed with autism spectrum disorder (ASD).

As an author, Alex has two titles published by Future Horizons Inc. (USA), the world leader in autism and sensory resources. Schools worldwide have used his books for inclusive education and parent training for children with special needs. Titles under his name include School Shadow Guidelines (2015) and A Parent’s Guide to Early Intervention (2021).

Alex received training on early intensive behavioural intervention (EIBI) in Australia and subsequently went to the USA, where he received relationship development intervention (RDI) training under Dr Steven Gutstein and Dr Rachel Sheely. He has presented in Australia, Houston, and Singapore and has also been invited to participate in media interviews. Furthermore, he has worked with clients from across the globe, including China, Taiwan, Australia, the United Kingdom, and the United States.

What Does an AI Engineer Do?

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What Does an AI Engineer Do?

AI Engineers are in demand in most industries, and there’s a good reason for this. If you’re wondering what an AI Engineer does, we’ll break it down for you.

Businesses can use the massive amounts of data they generate daily to improve and simplify common, everyday tasks. With the right AI systems, companies can take these tasks off the hands of their teams so they can focus on more meaningful work. Technologies like generative AI, speech recognition, business process management, and image processing are only some of the AI technologies changing the world.

Companies need AI Engineers to put these systems in place, maintain them, and adapt them to changes in the business. According to the World Economic Forum, employment of Data Analysts and Scientists, Big Data Specialists, Machine Learning/AI Engineers, and Cybersecurity Professionals is expected to grow on average by 30% by 2027. In this article, we’ll explore what AI Engineers do, what kind of skills they need, and how you can get started on the AI engineering career path.

But first, let’s examine what AI engineering is and how it relates to machine learning.

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What is artificial intelligence?

AI, or artificial intelligence, uses computers and machines to emulate how the human mind operates to accomplish problem-solving and decision-making tasks. It combines the robust data sets we generate daily with computer science to achieve this goal in its simplest form.

In AI, machines learn the outcomes of specific actions by crunching mountains of past data. They then use the insights gained from this process to make decisions about future actions and solve problems. At the same time, data is collected on the machine’s decisions and is used to correct and perfect future actions and decisions.

What’s the difference between AI and machine learning?

Machine learning and artificial intelligence are often lumped together in the same definition, but they aren’t necessarily the same. AI refers to complete systems (incorporating both hardware and software) that interact with the world and may use various models, including those from machine learning. Machine learning, on the other hand, focuses specifically on detecting patterns in data and constructing models to represent aspects of reality. While machine learning models can be components within AI systems, AI encompasses a broader range of technologies and methodologies beyond just machine learning.

In our forums, one of our learners, J, provides a helpful explanation:

“Artificial intelligence can be described as when machines carry out tasks in an intelligent or smart way, based on set rules to solve certain problems. Artificial intelligence, or AI, makes decisions, learns, and solves problems similar to how humans would.

Machine learning, on the other hand, is a subset of artificial intelligence. It’s when we give machines data and have them learn from that data on their own, without being explicitly programmed. Machine learning models learn from the data and try to make improvements to its predictions over time.”

So machine learning is a subset of the AI field, but not all AI is machine learning. AI is a broader field. Check out our blog on the differences between AI, machine learning, and deep learning to learn more.

What does an AI Engineer do?

AI Engineers develop new applications and systems to:

  • Enhance the performance and efficiency of business processes
  • Help the business make better decisions
  • Lower costs
  • Increase revenue and profits

Simply put, they use software engineering and data science to streamline a business with automation.

Many of an AI Engineer’s tasks overlap with those of a Machine Learning Engineer. Some of the responsibilities of an AI Engineer include:

  • Coordinating with business leaders and software development teams to determine what business processes can be improved by using AI
  • Creating and maintaining the AI development process and the infrastructure that it runs on.
  • Applying machine learning techniques for image recognition.
  • Applying natural language processing techniques to text and voice transcripts to pull insights and analytics from this data.
  • Building and maintaining chatbots that interact with customers.
  • Developing AI-driven solutions that mimic human behavior to accomplish repetitive tasks currently done by people.
  • Building, training, and perfecting machine learning models.
  • Simplifying the machine learning process so that other business applications can interact with them using APIs.
  • Building recommendation engines for shopping sites, streaming services, and other applications.
  • Developing data pipelines that streamline the process of transforming raw data into the structured data necessary for AI processes.

Required skills for an AI Engineer

AI is a broad field, and an AI Engineer requires both the skills of a Software Engineer and those of a Data Scientist. It may even help to know mathematics and statistics.

An AI Engineer definitely needs to know at least one programming language and will usually end up learning multiple during their career. Many of the tools that AI Engineers use to make their job easier will require knowledge of Python, R, or Java.

To build and work with machine learning models, an AI Engineer will also need to know the fundamentals of various machine learning frameworks, like TensorFlow, Theano, PyTorch, and Caffe. They’ll also need to know how to turn raw data into the features that machine learning models use. In our skill path Build Deep Learning Models with TensorFlow, you’ll learn how to train, test, and tune neural networks for regression and classification.

Additionally, an AI Engineer must have experience with a variety of machine learning model types and what type of jobs they work best for. These types include:

  • Neural networks
  • Recurrent neural networks
  • K-nearest neighbors algorithms
  • General adversarial networks
  • Supervised learning
  • Unsupervised learning
  • Random forests
  • Reinforcement learning

To actually create new models and understand how they work, an AI expert may have to know linear algebra, probability, and statistics instead of using pre-built models. These topics help you understand hidden Markov models, Naive Bayes, Gaussian mixture models, and linear discriminant analysis — the techniques used in machine learning.

Data is also a vital part of an AI Engineer’s job. A lot of that data is stored in relational database management systems, so having a basic knowledge of SQL, the language of databases, comes in handy. Still, some of this data will be stored in unstructured or semi-structured data stores — so knowing big data technologies like Apache Spark, Apache Hadoop, Cassandra, and MongoDB is a big plus.

AI Engineers require more than technical skills, though. They must also:

  • Be meticulous and detail-oriented because small inconsistencies in data can cause big discrepancies in machine learning models.
  • Have excellent communication skills because many of the people they work with won’t understand much of what they do. They’ll have to explain the results of their tasks in a way that anyone can understand.
  • Be good at big-picture thinking so they can understand business needs and build AI systems that benefit the company.

AI Engineer salary

AI Engineers make good money. According to 2023 data from the tech salaries site Levels.fyi, an AI Engineer in the U.S. earns $247,200 per year on average.

Understanding these newer AI skills can really boost your individual earning potential. A recent report from the job search site Indeed found that when job descriptions included “generative AI” as a desired skill, the salary rose 47%.

As more organizations look to integrate AI into their services and offerings, the demand for AI Engineers who can implement the technology is increasing. In Skillsoft’s 2023 IT Skills and Salary Report, 30% of IT decision-makers report having the most difficulty hiring qualified AI professionals. By mastering the in-demand skills and getting experience working with generative AI, you can stand out in the competitive job market.

How to become an AI Engineer

Gone are the days when a computer science degree or even any college degree would be required to become an AI Engineer. Good AI Engineers are just in too much demand to require a degree, and employers have learned that many skilled AI experts don’t even need one. They do it because they love the work.

If AI is the career path for you, and you don’t have a degree or want to spend four years learning artificial intelligence, you don’t have to. There are plenty of educational opportunities to learn AI online whenever you have the time and wherever you are in the world. Plus, most of the tools you need for the learning process are open-source and freely available online.

If you’re new to AI and looking for the best place to start your journey, why not try Codecademy? We have lots of courses that are designed to get you comfortable with using generative AI in your work and daily life. Start with Intro to OpenAI API to dig into large language models and effective prompts. Or you can focus on AI skills that complement your software development tasks, like Learn How to Use AI for Coding and Learn How to Use AI for Data Analysis.

Since knowing at least one programming language is a prerequisite for becoming an AI Engineer, a great place to start is our Learn Python 3 course. Python is one of the top languages used by Data Scientists and AI Engineers. It’s also a requirement of our Build a Machine Learning Model skill path. If you’re committed to becoming an AI professional, check out our Machine Learning/AI Engineer career path that covers all of the skills you’ll need as an AI Engineer.

While taking these courses, make sure to also learn and work on custom AI projects on your own time and add both your course projects and side projects to your portfolio. Try to find projects that are similar to the work you’ll perform on the job. For example, the programs you’ll build in our Build a Recommender System skill path can help prepare you to work with streaming services, social media platforms, dating apps, and other organizations that provide users with personalized recommendations. In the skill path Data and Programming Foundations for AI, you’ll get to complete three projects that you can consider for your portfolio, too.

Also, keep your LinkedIn profile updated with your new learning achievements and projects to make it stand out for recruiters and companies looking for AI Engineers. It also pays to practice interviewing skills to be ready when you get a call from a recruiter — our new interview simulator can help you prepare.

Keep learning today

Never stop learning. AI is a broad field, and learning Python and machine learning fundamentals is a great start, but each skill you add to your resume can increase your value to a company.

For even more courses to build your AI skills, check out our full course catalog and revisit the skills section of this article. Good luck with your AI career path!

This blog was originally published in January 2022 and has been updated to include the latest salary data and new AI courses and paths.

Would You Want a Robot to Speak at Your Graduation?

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Would You Want a Robot to Speak at Your Graduation?

In “An A.I. Robot Named Sophia Tells Graduates to Believe in Themselves,” Jesus Jiménez writes:

When it comes to choosing a commencement speaker, colleges and universities take different approaches. Some go local, selecting well-known figures in the area. Others take a stately route, opting for a former or current politician. Actors or comedians are often asked to speak.

But in a world where artificial intelligence is everywhere, one university in New York opted for a robot using artificial intelligence to speak to graduates over the weekend.

For its spring commencement on Saturday, D’Youville University, a private institution in Buffalo, had an A.I. robot named Sophia address a crowd of more than 2,000 students, faculty members and their families in a bold decision that drew mixed reactions.

Dr. Lorrie Clemo, the president of D’Youville University, said in an interview on Wednesday that the university wanted to open up new perspectives around A.I., given its “rapid emergence into the broad society.”

“We wanted to showcase how important technology is, and the potential for technology to really enrich the human experience,” Dr. Clemo said.

The article continues:

Sophia also did not read from prepared remarks. Instead, the robot was asked questions by John Rizk, the student body president.

But where Sophia’s address did mirror essentially any other commencement address was the generic advice it shared with the graduating class.

Because Sophia could not offer life advice “that comes from a lived human experience,” Mr. Rizk asked the robot if it could talk about the most common insights shared in graduation speeches.

“Although every commencement address is different, there are clear themes used by all speakers as you embark on this new chapter of your lives,” Sophia said. “I offer you the following inspirational advice that is common at all graduation ceremonies: Embrace lifelong learning, be adaptable, pursue your passions, take risks, foster meaningful connections, make a positive impact and believe in yourself.”

The most common piece of advice given in commencement speeches? Embrace failure, Sophia said.

Students, read the entire article and then tell us:

  • If you could have any speaker at your graduation — human or robot; celebrity, politician, or business person — whom would you choose and why? What would you hope that person would say?

  • What’s your reaction to an A.I. robot delivering the commencement address at D’Youville University? Do you think it was a bold, clever and forward-thinking choice by the school? Or do you agree with some students who thought having a robot address the class felt impersonal, especially for those who also attended virtual high school graduations during the Covid pandemic in 2020?

  • The article says that the robot, Sophia, gave advice she compiled from other commencement addresses, such as “embrace lifelong learning,” “pursue your passions” and “believe in yourself.” Do you find such sentiments, whether from a robot or a human, inspiring and meaningful? Or are they clichéd and off-putting? What’s the best, most memorable or most moving advice you have received during a graduation ceremony?

  • Funny or profound, inspiring or practical, what advice — or what gift — would you give to this year’s graduates?

  • Whether you’re graduating from high school or middle school, or simply moving up a grade, what are you most excited and anxious about as you look ahead to the next chapter in life?


Students 13 and older in the United States and Britain, and 16 and older elsewhere, are invited to comment. All comments are moderated by the Learning Network staff, but please keep in mind that once your comment is accepted, it will be made public and may appear in print.

Find more Student Opinion questions here. Teachers, check out this guide to learn how you can incorporate these prompts into your classroom.