- Singapore
Kerja Sepenuh Masa Senior Computer Vision-ML Manager, Gaji tinggi SGD 10,500 di CAREER CONNEX PRIVATE LIMITED - Maukerja
Kongsi
Simpan
Lokasi Kerja
Penerangan Kerja
Tanggungjawab
The candidate will play a key role in delivering cutting-edge computer vision, video analytics, multimodal AI, and generative AI solutions deployed across cloud, edge, and on-premises environments.
The ideal candidate possesses strong expertise in machine learning, deep learning, computer vision, ML Ops, and AI solution architecture, with hands-on experience in deploying production-grade AI systems.
AI Solution Development
o 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 Behavior 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, Fast API, g RPC) 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, Java Script, 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
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
(R1653298)
(18C9079)
CONNEX is a boutique IT recruitment and resource management firm working with clients within the ICT, Banking & Finance and High-Tech Manufacturing sectors.
As an established IT Solutions provider and IT recruiter, CONNEX has a better understanding than most about finding and placing hard-to-find contract and IT talent.
We are committed to our candidates, supporting them in fulfilling their own career aspirations.
The ideal candidate possesses strong expertise in machine learning, deep learning, computer vision, ML Ops, and AI solution architecture, with hands-on experience in deploying production-grade AI systems.
AI Solution Development
o 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 Behavior 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, Fast API, g RPC) 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, Java Script, 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
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
(R1653298)
(18C9079)
CONNEX is a boutique IT recruitment and resource management firm working with clients within the ICT, Banking & Finance and High-Tech Manufacturing sectors.
As an established IT Solutions provider and IT recruiter, CONNEX has a better understanding than most about finding and placing hard-to-find contract and IT talent.
We are committed to our candidates, supporting them in fulfilling their own career aspirations.
Peringatan Penting
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