Computer Vision/ML Manager
Oaktree Consulting- Posted 16 days ago
- Be among the first 10 applicants
Job Description
Be Part of Our Success
AI Solution Development
. Design, develop, train, and deploy AI/ML models for:
o Video Analytics
o Object Detection and Tracking
o Facial Recognition
o License Plate Recognition (LPR/ANPR)
o Person Re-Identification
o Behaviour Analytics
o Multimodal AI applications
o Generative AI and LLM-based solutions
. Build end-to-end AI pipelines from data ingestion through model deployment and monitoring
. Evaluate and benchmark state-of-the-art AI models and frameworks
. Design and build user-facing application layers across the full CV lifecycle: data curation tools, training dashboards, evaluation, deployment workflows, and monitoring
. Own backend services (Python, FastAPI, gRPC) that power automated CV pipelines-integrating data prep, augmentation, model training, and evaluation into seamless agent-driven workflows
. Build scalable APIs with clean contracts, versioning, and documentation that internal teams and platform agents consume
. Integrate and wrap CV toolkits (PyTorch, OpenCV, Ultralytics YOLO) so the platform can orchestrate them programmatically
. Implement orchestration layers for multi-step pipelines with retry, rollback, and SLA guarantees
Qualities We Value
. Degree in Computer Science, Engineering, Information Technology, Data Analytics, Data Science, Image Processing or equivalent competencies
. At least 3 years of experience in production deployment of AI solutions
. Competent in at least one programming language (e.g. Python, JavaScript,Java). Interest and ability to gain expertise in other programming languages, frameworks, and technologies
. Able to contribute to architecting and engineering for AI would be a strong plus
. Proven track record delivering AI projects from concept to deployment
. Knowledge and experience with any of the following software engineering domains would be an advantage:
o Web development
o End-to-end implementation of production-grade solutions, optimized for scalability, stability and performance
o Big data technologies
o Container technologies
o Data analytics, machine learning and artificial intelligence
o Design, implement, and evaluate deep learning algorithms and models
o Computer Vision foundational concepts
o Vision-language models
o Image preprocessing and retrieval (semantic and visual retrieval, detection, embeddings etc)
. Video preprocessing and retrieval (temporal context, clip-level indexing)
. Resourceful and meticulous professionals who are passionate about delivering AI-powered capabilities
. Able to work independently and in teams
. Strong communication and collaboration skills, with the ability to work effectively with cross-functional teams
. Ability to keep the overarching objectives and constraints of the project in mind while pursuing the technical details
. Working location is in Jurong East
Please send your resume to [Confidential Information] with the following details in MS Word format:
- Position applying for
- Current remuneration
- Expected remuneration
- Notice period
John Goh Meng Chye
EA License No : 06C4642
EA Reg No : R1102621
We regret that only shortlisted candidates will be notified.
More Info
Key Skills
Person Re-Identification
Behaviour Analytics
AI ML models
Multimodal AI applications
Ultralytics YOLO
Object Detection and Tracking
Generative AI and LLM-based solutions
