About this role
<p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Machine Learning Engineer (Video Analytics)</strong></p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"> </p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong style="">About the Role</strong></p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%">We are looking for a talented and motivated <strong>Machine Learning Engineer</strong> to join the <strong>Group Engineering Centre (GEC) – Video Analytics team</strong> at <strong>ST Engineering</strong>. You will work as part of a high‑performing engineering team, contributing to the delivery of advanced <strong>video analytics and AI solutions</strong> that support multiple businesses across the Group.</p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%">This role is well suited to engineers who enjoy solving <strong>challenging real‑world problems</strong> and want hands‑on exposure to <strong>computer vision, machine learning, and foundation models (LLMs / VLMs)</strong> in production environments. You will collaborate closely with senior engineers, product stakeholders, and domain experts, gaining experience across a wide range of industries and use cases.</p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"> </p> <div style="text-align:center;margin:0.0cm 0.0cm 8.0pt;line-height:115%" align="center"><hr align="center" size="2" width="100%"></div> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Key Responsibilities</strong></p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Machine Learning & Computer Vision Development</strong></p> <ul style="margin-bottom:0.0cm;margin-top:0.0px"> <li style="margin:0.0cm 0.0cm 8.0pt 0.0px;line-height:115%">Design, develop, train, and evaluate <strong>machine learning and computer vision models</strong> for video analytics applications, including model optimisation techniques such as pruning, quantisation, and knowledge distillation for edge deployment.</li> </ul> <ul style="margin-top:0.0cm;margin-bottom:0.0cm" type="disc"> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Implement solutions for tasks such as object detection, tracking, classification, and video understanding.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Apply deep learning techniques under the guidance of senior engineers to solve complex, real‑world problems.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Support experimentation and benchmarking of models, features, and algorithms.</li> </ul> <p style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%"> </p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Application of LLMs / VLMs</strong></p> <ul style="margin-top:0.0cm;margin-bottom:0.0cm" type="disc"> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Contribute to projects that utilise <strong>Large Language Models (LLMs)</strong> and <strong>Vision‑Language Models (VLMs)</strong> for innovative video analytics solutions.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Assist in integrating foundation models into end‑to‑end pipelines for tasks such as video reasoning, summarisation, and event analysis.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Continuously learn and apply emerging techniques in multimodal and generative AI.</li> </ul> <p style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%"> </p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Software Engineering & Deployment</strong></p> <ul style="margin-top:0.0cm;margin-bottom:0.0cm" type="disc"> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Write clean, maintainable, and well‑tested code following team standards and best practices.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Support the deployment of ML models into production systems, including optimisation for performance and reliability.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Collaborate with teammates on debugging, performance tuning, and iterative improvements.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Contribute to shared libraries, tools, and reusable components across the team.</li> </ul> <p style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%"> </p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Collaboration & Learning</strong></p> <ul style="margin-top:0.0cm;margin-bottom:0.0cm" type="disc"> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Work with other engineers, learning from their experiences and technical discussions.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Collaborate with cross‑functional teams, including system engineers and business stakeholders.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Actively participate in knowledge sharing, technical discussions, and continuous improvement activities within GEC.</li> </ul> <p style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%"> </p> <div style="text-align:center;margin:0.0cm 0.0cm 8.0pt;line-height:115%" align="center"><hr align="center" size="2" width="100%"></div> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Required Skills & Experience</strong></p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Essential</strong></p> <ul style="margin-top:0.0cm;margin-bottom:0.0cm" type="disc"> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Experience developing <strong>machine learning or computer vision solutions</strong>, either in industry or advanced academic projects.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Strong foundations in <strong>machine learning and deep learning</strong>, including model training and evaluation.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Practical experience with frameworks such as <strong>PyTorch or TensorFlow</strong>.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Proficiency in <strong>Python</strong> and good software engineering practices.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Understanding of common computer vision techniques and architectures.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">A proactive mindset with a strong willingness to learn and grow technically.</li> </ul> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>Desirable</strong></p> <ul style="margin-top:0.0cm;margin-bottom:0.0cm" type="disc"> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Exposure to <strong>video analytics</strong> or sequence‑based modelling.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Familiarity with <strong>LLMs and/or VLMs</strong> and their use in applied AI solutions.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Experience with data pipelines, model optimisation, or deployment workflows.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Knowledge of MLOps concepts, containers, or cloud‑based ML platforms.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Bachelor’s or higher degree in Computer Science, Engineering, AI, or a related discipline.</li> </ul> <p style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%"> </p> <div style="text-align:center;margin:0.0cm 0.0cm 8.0pt;line-height:115%" align="center"><hr align="center" size="2" width="100%"></div> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%"><strong>What We Offer</strong></p> <ul style="margin-top:0.0cm;margin-bottom:0.0cm" type="disc"> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">The opportunity to work on <strong>impactful, real‑world AI projects</strong> deployed across multiple industries.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Close mentorship and technical guidance from senior and principal engineers.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Exposure to <strong>cutting‑edge video analytics, computer vision, and foundation models</strong>.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">A collaborative, supportive environment within a group‑level engineering centre.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%">Competitive remuneration and benefits, with strong emphasis on learning and career development.</li> </ul> <p style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%"> </p> <div style="text-align:center;margin:0.0cm 0.0cm 8.0pt;line-height:115%" align="center"><hr align="center" size="2" width="100%"></div> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:115%">If you are eager to develop your expertise in <strong>machine learning and video analytics</strong>, and want to be part of a team delivering AI solutions at enterprise scale, we would be pleased to hear from you.</p>