Assistant/ Principal Machine Learning Engineer (Video Analytics) Location Group Engineering Centre, ST Engineering Jurong East Hub (Singapore) About the Role We are seeking an exceptional Assistant/ Principal Machine Learning Engineer to lead the delivery of high‑impact, production‑grade AI solutions across multiple business domains within ST Engineering. Based within the Group Engineering Centre (GEC) – Video Analytics team, this role plays a critical part in enabling and accelerating advanced video analytics capabilities across all ST Engineering businesses. You will operate at both a hands‑on technical and technical leadership level, tackling complex real‑world problems by applying Computer Vision, Machine Learning, and Large / Vision‑Language Models (LLMs / VLMs) in innovative ways. In addition to technical delivery, you will help shape technical direction, mentor engineers, and influence best practices across projects and teams. This role is ideal for a seasoned engineer who enjoys working on challenging, cross‑domain problems, thrives in a collaborative environment, and is motivated by seeing AI solutions deployed at scale. <div style="text-align:center;margin:0.0cm 0.0cm 8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif" align="center"><hr align="center" size="2" width="100%"></div> Key Responsibilities Technical Leadership & Delivery <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%;font-size:12.0pt;font-family:Aptos, sans-serif">Lead the design, development, and deployment of advanced video analytics and AI systems across diverse domains such as smart cities, transport, defence, security, and industrial solutions.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Architect reusable, scalable, robust, and maintainable machine learning and computer vision solutions suitable for enterprise and mission‑critical environments.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Drive the adoption of state‑of‑the‑art ML, CV, and foundation models, including LLMs and VLMs, to solve complex video understanding problems.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Translate ambiguous business and operational requirements into clear technical strategies and implementable solutions.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Provide technical oversight across multiple projects, ensuring engineering quality, performance, and reliability.</li> </ul> Innovation & Applied Research <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%;font-size:12.0pt;font-family:Aptos, sans-serif">Explore and apply emerging research in computer vision, multimodal learning, self‑supervised learning, and generative AI to real‑world video analytics use cases.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Prototype and evaluate novel approaches involving LLMs/VLMs for tasks such as video reasoning, summarisation, event understanding, and human‑AI interaction.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Balance innovation with pragmatism, ensuring solutions are deployable, supportable, and cost‑effective.</li> </ul> Team Leadership & Mentorship <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%;font-size:12.0pt;font-family:Aptos, sans-serif">Act as a technical mentor and role model to machine learning and software engineers within the Video Analytics team.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Provide guidance on system design, model development, experimentation, and MLOps best practices.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Support the growth of engineering capability across GEC by sharing knowledge and establishing reusable frameworks, tools, and patterns.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Contribute to technical reviews, hiring activities, and capability planning as a senior member of the engineering community.</li> </ul> Stakeholder Collaboration <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%;font-size:12.0pt;font-family:Aptos, sans-serif">Work closely with business units, product owners, domain experts, and system integrators across ST Engineering.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Clearly communicate technical concepts, trade‑offs, and risks to both technical and non‑technical stakeholders.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Support pre‑sales, feasibility studies, and solution consultations where deep technical expertise is required.</li> </ul> <div style="text-align:center;margin:0.0cm 0.0cm 8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif" align="center"><hr align="center" size="2" width="100%"></div> Required Skills & Experience Essential <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%;font-size:12.0pt;font-family:Aptos, sans-serif">Extensive experience (typically 4+ years) in Machine Learning and/or Computer Vision, with a strong track record of delivering solutions to production.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Deep expertise in computer vision techniques (e.g. detection, tracking, segmentation, action recognition, video understanding).</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Strong practical experience with deep learning frameworks such as PyTorch or TensorFlow.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Proven experience designing and deploying end‑to‑end ML systems, including training, evaluation, optimisation, and deployment.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Hands‑on experience leveraging LLMs and/or Vision‑Language Models as part of applied AI solutions.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Strong software engineering fundamentals, including Python, system design, and version control.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Experience working in complex, multi‑stakeholder or multi‑domain environments.</li> </ul> Desirable <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%;font-size:12.0pt;font-family:Aptos, sans-serif">Experience with MLOps, model lifecycle management, and production monitoring.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Familiarity with edge AI or resource‑constrained deployment scenarios.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Exposure to cloud platforms, containerisation, or distributed systems.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Experience leading or mentoring engineers in a technical capacity.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif"> <div>Ability to apply audio analysis and audio‑visual learning techniques, such as sound event detection, speech‑related analysis, or audio‑visual fusion, as part of broader analytics solutions is a plus.</div> </li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Advanced degree (MSc or PhD) in Computer Science, Engineering, AI, or a related field.</li> </ul> <div style="text-align:center;margin:0.0cm 0.0cm 8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif" align="center"><hr align="center" size="2" width="100%"></div> What We Offer <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%;font-size:12.0pt;font-family:Aptos, sans-serif">The opportunity to work on challenging, real‑world AI problems with meaningful impact across multiple industries.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">A senior technical role within a group‑level engineering team influencing solutions across the entire ST Engineering ecosystem.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">Access to complex datasets, real operational environments, and the ability to take solutions from concept to deployment.</li> <li style="margin-top:0.0cm;margin-right:0.0cm;margin-bottom:8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif">A collaborative environment that values technical excellence, continuous learning, and innovation.</li> </ul> <div style="text-align:center;margin:0.0cm 0.0cm 8.0pt;line-height:115%;font-size:12.0pt;font-family:Aptos, sans-serif" align="center"><hr align="center" size="2" width="100%"></div> If you are passionate about advancing video analytics through cutting‑edge machine learning, and enjoy combining deep technical work with leadership and mentorship, we would welcome your application.

Assistant/ Principal Machine Learning Engineer (Video Analytics) (ST Engineering Jurong East Bui, SG) @ ST Engineering

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