Senior Computer Vision/ML Manager
jobline resources pte. ltd.- Posted 15 days ago
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Job Description
Responsibilities
. AI Solution Development
. Design, develop, train, and deploy AI/ML models for:
. Video Analytics
. Object Detection and Tracking
. Facial Recognition
. License Plate Recognition (LPR/ANPR)
. Person Re-Identification
. Behaviour Analytics
. Multimodal AI applications
. 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
Requirements
. 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:
. Web development
. End-to-end implementation of production-grade solutions, optimized for scalability, stability and performance
. Big data technologies
. Container technologies
. Data analytics, machine learning and artificial intelligence
. Design, implement, and evaluate deep learning algorithms and models
. Computer Vision foundational concepts
. Vision-language models
. 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
Licence no: 12C6060
More Info
Key Skills
License Plate Recognition (LPR/ANPR)
Person Re-Identification
Ultralytics
Behaviour Analytics
YOLO
AI ML models
Multimodal AI applications
Object Detection and Tracking
Generative AI and LLM-based solutions
