Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, STEM clubs and at home. This resource links to KS4 and KS5/Grade 9-10 and Grade 11-12 Computing and ICT. It can also be used as a careers resource and links to Gatsby Benchmarks (UK): Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Professor Angelos Barmpoutis from the University of Florida in the US. He has developed a course that gives students real-world experience of designing web-based applications with a focus on user interface and user experience (UI/UX) design. • This resource also contains interviews with Angelos and one of his students, Satvik Vippatoori, and offers an insight into careers in software development. If your students have questions for Angelos, they can send them through the Futurum Careers website. • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Angelos’ research and challenges them to assess the UI/UX design of an online educational app. This resource was first published by Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources, or have suggestions for improvements, please let us know and leave us some feedback. Thank you!

Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, STEM clubs and at home. This resource links to KS4 and KS5 biology and ICT. It can also be used as a careers resource and links to Gatsby Benchmarks (UK): Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Dr Constance Blomgren, Dr Karen Cook and Dr Stella George of Athabasca University, Canada. They have co-developed an open educational resource animation that explores how to approach concerns and misconceptions around vaccines. • This resource also includes advice on how to evaluate the information that you find online and explains how Connie, Karen and Stella co-created their animation with students and community groups. If your students have questions for Connie, Karen and Stella, they can send them through the Futurum Careers website. • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Connie, Karen and Stella’s research and challenges them to practice evaluating information that they find on the internet. This resource was first published by Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources, or have suggestions for improvements, please let us know and leave us some feedback. Thank you!

Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, STEM clubs and at home. This resource links to KS4 and KS5 physics and computing. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Dr Salini Karuvade, a quantum physicist at the University of Sydney. She is investigating how to overcome the challenges that prevent quantum computers from working very well. • This resource also contains an interview with Salini and offers an insight into careers in quantum physics. If your students have questions for Salini, they can send them through the Futurum Careers website. • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Salini’s research and challenges them to play a quantum-based computer game. This resource was first published by Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources, or have suggestions for improvements, please let us know and leave us some feedback. Thank you!

Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, debate clubs and at home. This resource links to KS4 and KS5 politics and ICT. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Professor Colin Bennett, a political scientist at the University of Victoria in Canada. He and his former students, Dr Smith Oduro-Marfo and Jesse Gordon investigated how political parties around the world use their citizens’ data and what this means for democracy. • This resource also contains an interview with Smith and Jesse and offers an insight into careers in political science. If your students have questions for the team, they can send them through the Futurum Careers website. • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Colin’s research and challenges them to design a survey to ‘harvest’ data and create a micro-targeting political campaign. This resource was first published by Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources, or have suggestions for improvements, please let us know and leave us some feedback. Thank you!

Thank you for downloading this free resource. Let us know how we are doing and leave us a review. Suitable for 11-18-year olds (secondary, middle and high schools), this article and accompanying activity sheet can be used in the classroom, in science/computer clubs and at home. This resource is internationally relevant but also links to KS3 Computer Science: Can understand and apply the fundamental principles and concepts of computer science, including abstraction, logic, algorithms and data representation. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers The article includes a summary of an algorithms/robotics research project, an interview with computer scientist Dr Andrea Richa and an overview of computer science i.e. what is computer science and how do you become a computer scientist? The activity sheet includes discussion points - eight questions the students can answer in groups or individually. There are also links to other relevant resources from TED and the BBC. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Thank you for downloading this free resource. Let us know how we are doing and leave us a review. Suitable for 11-18-year olds (secondary, middle and high schools), this article and accompanying activity sheet can be used in the classroom, in science/computer clubs and at home. This resource links to KS3 and KS4 Computing: understanding algorithms; PSHE: health and wellbeing; living in the wider world. It is also internationally relevant. It can be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers The article includes an explanation of algorithms, a discussion about how they can be beneficial and harmful, an interview with Digital Technology and Mental Health expert Dr Elvira Perez Vallejos and an overview of digital technology and mental health i.e. how technology can affect mental health. The activity sheet includes discussion points - seven questions the students can answer in groups or individually. There are also links to quizzes such as how to spot fake news. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Thank you for downloading this free resource. Let us know how we are doing and leave us a review. Suitable for 11-18-year olds (secondary, middle and high schools), this article and accompanying activity sheet can be used in the classroom, in science/computer clubs and at home. This resource is internationally relevant but also links to KS3 Maths: reason mathematically, and Computer Science; and KS4 Maths: solve problems, and Computer Science. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers The article includes an example of a supply chain (Van’s shoes) and a summary of operations research and machine learning: what are they and how do they protect supply chains? There’s also an interview with Professor Larry Snyder, plus ideas on how to work in his field. The activity sheet includes discussion points - seven questions the students can answer in groups or individually-, and games for the students to play such as the root beer game and surviving a zombie apocalypse. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14 to 19-year-olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom or shared with students online. This resource links to KS4 and KS5 Computer Science and Media Studies. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This package of teaching resources explains the work of Professor Siwei Lyu, based at University at Buffalo, The State University of New York in the US, who is determined to halt the advance of deepfake media and ensure that generative AI is used for the good of society. • The brochure contains an interview with Siwei and his colleague, Shan, providing insights into careers in media forensics. • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Siwei’s research, and tasks them to consider how AI could be used for societal good. • The animation summarises Siwei’s work and is accompanied by a script. • The careers PowerPoint reiterates the key points in the article and includes further talking points to encourage students to reflect on their own skills and aspirations. • The podcast features Siwei talking more about his work and the field of media forensics and is accompanied by a PowerPoint featuring questions to help students to ‘break the podcast down’. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, STEM clubs and at home. This resource links to KS4 and KS5 IT and cyber security. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Dr Burcu Bulgurcu, a cyber security researcher at Toronto Metropolitan University. She is investigating how human behaviour impacts cyber security and privacy practices. • This resource also contains an interview with Burcu and offers an insight into careers in cyber security. If your students have questions for Burcu, they can send them to her online. All they need to do is to go to the article online (see the Futurum link below), scroll down to the end and type in the question(s). Burcu will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Burcu’s research and challenges them to design a poster to educate people on how to stay safe online. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14 to 19-year-olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom or shared with students online. This resource links to KS4 and KS5 Computer Science. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • Edge computing ‘brings the cloud closer’ – enabling small and simple technological devices to perform complex functions. This teaching resource explains the work of Professor Mahadev Satyanarayanan (Satya), at Carnegie Mellon University in the US, and Professor Nigel Davies, at Lancaster University in the UK, who are working on making this life-changing technology part of our everyday reality. • This resource also contains interviews with Satya and Nigel. If you or your students have a question for them, you can submit it online – go to the article using the Futurum link below and scroll to the bottom of the page. Satya and Nigel will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Satya and Nigel’s research, and tasks them to imagine how edge computing could benefit people’s lives. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, STEM clubs and at home. This resource links to KS4 and KS5 computer science and psychology. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of computational cognitive neuroscientists from the Neuroscience of Cognitive Control Lab at Princeton University, USA. They are investigating neuroscientific and psychological mechanisms behind cognition and intelligence using computational models. • This resource also contains interviews with members of the lab. If your students have questions for the team members, they can send them to them online. All they need to do is to go to the article online (see the Futurum link below), scroll down to the end and type in the question(s). The lab members will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on team’s research and challenges them to conduct an experiment to explore the flexibility of cognitive control. • The accompanying PowerPoint reiterates the key points in the article and encourages students to reflect on their own aspirations. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14 to 19-year-olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom or shared with students online. This resource links to KS4 and KS5 Biology. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Dr Linda Brown, an epidemiologist, and Dr Megan Carnes, a genomics research scientist, from RTI International in the US who have developed a suite of data management tools to help myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) researchers to collaborate in the hope of finding new treatments. • This resource also contains interviews with Linda, Megan and some of their colleagues. If you or your students have a question for them, you can submit it online – go to the article using the Futurum link below and scroll to the bottom of the page. The team will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on the team’s research, and tasks them to act on Linda and Megan’s careers tips. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14 to 19-year-olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom or shared with students online. This resource links to KS4 and KS5 Computer Science and Biology. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Dr Narges Armanfard, from McGill University and Mila Quebec AI Institute in Montreal, Canada, who has set up her iSMART Lab to develop intelligent computer systems that can support medical professionals. • This resource also contains interviews with Narges and team members Hadi and Khanh. If you or your students have a question for them, you can submit it online – go to the article using the Futurum link below and scroll to the bottom of the page. The team will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on the team’s research, and tasks them to discuss how AI could improve our lives. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, STEM clubs and at home. This resource links to KS4 and KS5 biology, computer science and engineering. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Dr Salah Al-Zaiti (a nurse scientist at the University of Pittsburgh), Dr Christian Martin-Gill (an emergency physician at the University of Pittsburgh) and Dr Ervin Sejdić (a biomedical engineer at the University of Toronto). They have developed an AI tool that can diagnose a heart attack from a patient’s electrocardiogram (ECG). • This resource also contains interviews with Salah, Christian and Ervin and offers an insight into careers in machine learning in medicine. If your students have questions for Salah, Christian and Ervin, they can send them to them online. All they need to do is to go to the article online (see the Futurum link below), scroll down to the end and type in the question(s). Salah, Christian and Ervin will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on the team’s research and challenges them to design a new AI tool to detect a medical condition. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, STEM clubs and at home. This resource links to KS4 and KS5 computer science and ICT. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of cyber security experts Dr Jason Nurse, from the Institute of Cyber Security for Society at the University of Kent, UK, and Jamie MacColl, from the UK’s Royal United Services Institute. Thet are investigating whether companies can use cyber insurance to help mitigate the threat from cyber criminals. • This resource also contains an interview with Jason and Jamie and offers an insight into careers in cyber security. If your students have questions for Jason and Jamie, they can send them to them online. All they need to do is to go to the article online (see the Futurum link below), scroll down to the end and type in the question(s). Jason and Jamie will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Jason and Jamie’s research and challenges them to translate Jason and Jamie’s academic research about ransomware into policy recommendations for the government and cyber security advice for the public. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14 to 19-year-olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom or shared with students online. This resource links to KS4 and KS5 Computer Science and Biology. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Dr Linwei Wang from the Rochester Institute of Technology in New York, USA, who is using artificial intelligence to develop new and innovative ways of detecting heart disease. • This resource also contains an interview with Linwei. If you or your students have a question for her, you can submit it online – go to the article using the Futurum link below and scroll to the bottom of the page. Linwei will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Linwei’s research, and tasks them to design an in-home health monitoring device. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Thank you for downloading this free resource. Let us know how we are doing and leave us a review. Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, computing/PSHE/STEM clubs and at home. This resource links to KS4 and KS5 Computing. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers This teaching resource explains the cyber security work of Professor Shujun Li and Dr Jason Nurse of the University of Kent. In a world where we are increasingly reliant on our electronic devices, Prof Li and Dr Nurse explain some of the challenges in cyber security and what we can all do to overcome them. This resource also includes interviews with both researchers. The activity sheet poses ‘talking points’ to get students to consider different aspects of cyber security and also prompts them to think about their use of passwords. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Thank you for downloading this free resource. Let us know how we are doing and leave us a review. Suitable for 11-18-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, computer/STEM clubs and at home. This resource links to KS4 and KS5 Information Technology, Computer Science and Engineering. It is also internationally relevant. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers The article explains how our current wireless systems work, massive machine-type communications and why scientists are looking to 5G to develop the Internet of Things. There is also an interview with electronics engineer Dr Zilong Liu, plus ideas on where this career path might lead. The activity sheet includes discussion points - eight questions the students can answer in groups or individually. There are also links to educational activities such as IBM’s video on how the Internet-of-Things works. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Suitable for 14 to 19-year-olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, STEM clubs and at home. This resource links to KS4 and KS5 Computer Science. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers • This teaching resource explains the work of Professor Zhigang Zhu, a computer scientist based at The City College of New York in the US. He and his collaborators have established the SAT-Hub project, which aims to provide better location-aware services to underserved populations with minimal infrastructure changes. • This resource also contains an interview with Professor Zhu. If you or your students have a question for him, you can submit it online – go to the article using the Futurum link below and scroll to the bottom of the page. Professor Zhu will reply! • The activity sheet provides ‘talking points’ (based on Bloom’s Taxonomy) to prompt students to reflect on Professor Zhu’s research and tasks them to think more about the potential of computer science. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!

Thank you for downloading this free resource. Let us know how we are doing and leave us a review. Suitable for 14-19-year olds (secondary and high schools, and college), this article and accompanying activity sheet can be used in the classroom, for STEM/computer science clubs and at home. This resource links to KS4 and KS5 Computer Science. It can also be used as a careers resource and links to Gatsby Benchmarks: Gatsby Benchmark 2: Learning from career and labour market information Gatsby Benchmark 4: Linking curriculum learning to careers This teaching resource explains the work of Dr Gerald Friedland, based at the University of California, Berkeley, who investigates the science that underpins the fast-changing technique of machine learning. This resource also contains an interview with Dr Friedland. The activity sheet provides ‘talking points’ to prompt students to reflect on Dr Friedland’s work and links to play with machine learning tools. This resource was first published on Futurum Careers, a free online resource and magazine aimed at encouraging 14-19-year-olds worldwide to pursue careers in science, tech, engineering, maths, medicine (STEM) and social sciences, humanities and the arts for people and the economy (SHAPE). If you like these free resources – or have suggestions for improvements –, please let us know and leave us some feedback. Thank you!