Syanxg Technologies Pte Ltd
AI Engineering Manager — Vision AI & Edge Intelligence
Skills
2 months ago
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Important information
Contract type:
Permanent
Salary:
SGD 90,000 – SGD 120,000 / year
Work mode:
Onsite
Published on:
19 August 2026
What they need
Role Summary
We are seeking an experienced AI Engineering Manager to lead the development of Vision AI and Edge Intelligence systems for real-time, low-latency applications.
The role focuses on building end-to-end AI systems across perception models, multimodal intelligence, real-time inference optimization, and edge deployment. This position emphasizes production-grade delivery, system performance, scalability, and real-world deployment quality.
Key Responsibilities
Vision AI Development & Edge Real-Time Inference
- Lead end-to-end Vision AI development, including object detection, segmentation, tracking, video understanding, and semantic scene understanding
- Drive the adoption of multimodal and vision-language models, including MLLMs, VLMs, and Vision Agent architectures for natural-language interaction and agentic perception workflows
- Design and optimize low-latency inference pipelines for edge deployment, balancing model accuracy, latency, compute efficiency, memory usage, and deployment feasibility
- Apply model optimization techniques such as quantization, pruning, knowledge distillation, TensorRT, ONNX, or similar production inference frameworks
- Ensure real-time system performance for production applications
Cross-Functional Integration
- Work closely with platform, system, and RAN teams to integrate AI capabilities into commercial products
- Translate product requirements into robust AI system designs and implementation plans
- Ensure AI solutions meet real-world deployment constraints, including latency, compute, reliability, and maintainability
Team Leadership
- Lead, mentor, and grow a high-performing AI engineering team
- Define the technical roadmap for Vision AI and Edge Intelligence capabilities
- Evaluate, adopt, and operationalize emerging AI technologies and system architectures
Required Skills & Experience
- Strong background in computer vision, deep learning, and production AI system development
- Proficiency in PyTorch, TensorFlow, or equivalent deep learning frameworks
- Hands-on experience with detection, segmentation, tracking, video analytics, or related vision AI applications
- Practical experience with model deployment and optimization using ONNX, TensorRT, or similar tools
- Proven ability to build and scale AI systems from prototype to production
Preferred Skills
- Experience with multimodal learning, vision-language models, foundation model adaptation, MLLMs, VLMs, or related multimodal AI systems
- Knowledge of Vision Agent concepts, including vision-language reasoning, video question answering, video summarization, visual grounding, and agentic interaction with live or recorded video streams
- Knowledge of distributed inference systems and cloud-edge collaborative architectures
- Experience with Kubernetes, containerized deployment, or cloud-edge infrastructure
- Background in real-time video processing, telecom systems, robotics, or Physical AI applications
Education & Qualifications
- Bachelor’s degree or higher in Computer Science, Artificial Intelligence, Electrical Engineering, or related technical field
- Master’s or PhD preferred for senior candidates or candidates with strong research background
- Strong foundation in machine learning, deep learning, or applied mathematics is highly desirable
Experience Requirements
- Minimum 8 years of relevant industry experience in AI / Machine Learning / Computer Vision
- Expert in Nvidia Metropolis, experience in Nvidia Isaac, Cosmos and Omniverse desired
- Proven track record of delivering production-grade AI systems in real-world environments
- Experience in edge AI, real-time systems, or large-scale deployment is highly preferred
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