About this role
<p style="margin:0.0cm 0.0cm 2.0pt;font-size:11.0pt;font-family:Arial, sans-serif"><strong><span style="font-size:22.0pt;color:#1b4f72">Senior CV/ML Engineer</span></strong></p> <p style="margin:0.0cm 0.0cm 16.0pt;font-size:11.0pt;font-family:Arial, sans-serif"><em><span style="font-size:13.0pt;color:#4a4a4a">Full-Stack Computer Vision Products</span></em></p> <h1 style="margin:18.0pt 0.0cm 8.0pt;font-size:14.0pt;font-family:Arial, sans-serif;color:#1b4f72">The Opportunity</h1> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">We’re building a Computer Vision Agentic Platform that automates the entire CV model lifecycle from data cleanup and model training to evaluation, deployment, and monitoring. </span></p> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">You’ll join a small, autonomous team of 3–5 engineers (plus interns) working alongside dedicated AI/ML engineers and computer vision scientists at ST Engineering, AI.DA Strategic Technology Centre (STC). Your role is to act as the CV expert and also spin up MVPs using CV and Generative AI to validate ideas before we build at scale.</span></p> <h1 style="margin:18.0pt 0.0cm 8.0pt;font-size:14.0pt;font-family:Arial, sans-serif;color:#1b4f72">What You’ll Build</h1> <h2 style="margin:14.0pt 0.0cm 6.0pt;font-size:12.0pt;font-family:Arial, sans-serif;color:#1b4f72">Computer Vision Agentic Platform (Primary Focus)</h2> <ul style="margin-top:0.0cm;margin-bottom:4.0pt"> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Design and build user-facing application layers across the full CV lifecycle: data curation tools, training dashboards, evaluation, deployment workflows, and monitoring </span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Own backend services (Python, FastAPI, gRPC) that power automated CV pipelines—integrating data prep, augmentation, model training, and evaluation into seamless agent-driven workflows</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Build scalable APIs with clean contracts, versioning, and documentation that internal teams and platform agents consume</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Integrate and wrap CV toolkits (PyTorch, OpenCV, Ultralytics YOLO) so the platform can orchestrate them programmatically</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Implement orchestration layers for multi-step pipelines with retry, rollback, and SLA guarantees</span></li> </ul> <h2 style="margin:14.0pt 0.0cm 6.0pt;font-size:12.0pt;font-family:Arial, sans-serif;color:#1b4f72">MVPs & Proof-of-Concepts</h2> <ul style="margin-top:0.0cm;margin-bottom:4.0pt"> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Rapidly prototype end-to-end applications using Computer Vision to validate product ideas before committing to full builds</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Build proof-of-concepts incorporating Generative AI capabilities (training provided—no prior Gen AI experience required)</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Translate prototype learnings into production-ready architecture decisions</span></li> </ul> <h2 style="margin:14.0pt 0.0cm 6.0pt;font-size:12.0pt;font-family:Arial, sans-serif;color:#1b4f72">Infrastructure & Quality</h2> <ul style="margin-top:0.0cm;margin-bottom:4.0pt"> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Develop production infrastructure: compute orchestration, containerization (Docker, Kubernetes)</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Ship systems with proper CI/CD (GitHub Actions), scaling, monitoring (Prometheus/Grafana), and rollback safety</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Establish engineering quality through testing (pytest), observability (OpenTelemetry), and clean architecture</span></li> </ul> <h1 style="margin:18.0pt 0.0cm 8.0pt;font-size:14.0pt;font-family:Arial, sans-serif;color:#1b4f72">What You Bring</h1> <h2 style="margin:14.0pt 0.0cm 6.0pt;font-size:12.0pt;font-family:Arial, sans-serif;color:#1b4f72">Engineering & Product Building</h2> <ul style="margin-top:0.0cm;margin-bottom:4.0pt"> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">4+ years of hands-on software engineering experience with a proven track record of shipping complete, user-facing applications from inception to production—not just APIs or microservices, but products people use</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Strong Python skills with production-grade API development (FastAPI, Flask, gRPC)</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Solid system design and architecture skills</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Experience with containerization (Docker, Kubernetes) </span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">CI/CD pipeline experience (GitHub Actions) </span></li> </ul> <h2 style="margin:14.0pt 0.0cm 6.0pt;font-size:12.0pt;font-family:Arial, sans-serif;color:#1b4f72">Computer Vision & ML</h2> <ul style="margin-top:0.0cm;margin-bottom:4.0pt"> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Hands-on experience training, evaluating, and deploying CV models (classification, detection, segmentation)—you’ve done this yourself, not just built infra around it</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Practical understanding of data-quality pitfalls, augmentation strategies, and model evaluation methodology</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Familiarity with CV toolkits: PyTorch, OpenCV, or Ultralytics YOLO</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Experience with model serving and packaging (TorchServe, ONNX Runtime, or similar)</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Ability to build automated evaluation using pytest, MLflow, or Weights & Biases</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">GPU infrastructure and compute environments - CUDA and cuDNN management, multi-GPUs training across Ubuntu server</span></li> </ul> <h1 style="margin:18.0pt 0.0cm 8.0pt;font-size:14.0pt;font-family:Arial, sans-serif;color:#1b4f72">What We Offer</h1> <ul style="margin-top:0.0cm;margin-bottom:4.0pt"> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Hybrid work setup: ~2–3 days in office per week</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Startup feel with enterprise resources—international team with backgrounds from Lazada, Gojek, IBM and various countries</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Low-bureaucracy, high-impact environment where your code directly powers next-gen AI deployment</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Direct collaboration with top AI researchers and computer vision scientists</span></li> <li style="margin:0.0cm 0.0cm 4.0pt 0.0px;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"><span style="color:#4a4a4a">Culture of experimentation, self-development, and knowledge sharing</span></li> </ul> <p style="margin:0.0cm 0.0cm 8.0pt;line-height:125%;font-size:11.0pt;font-family:Arial, sans-serif"> </p>