Mentor junior AI engineers, set best practices for prompt engineering, RAG pipelines, and agent evaluation, and help build reusable AI infrastructure for the broader team.
Partner cross-functionally with product, design, backend/infra, and security teams to ensure AI features are robust, safe, and compliant with data governance requirements.
Stay on top of the latest advances in LLMs and agentic AI, and proactively identify opportunities to apply new techniques to our product roadmap.
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We are seeking a visionary and technically skilled AI Architect to lead the design, development, and deployment of AI solutions across the bank in FS (Financial Services) vertical. This role will be instrumental in shaping our AI strategy, ensuring scalable and secure integration of AI technologies into core banking operations, customer experience, risk management and compliance.
We are seeking a visionary and technically skilled AI Architect to lead the design, development, and deployment of AI solutions across the bank in FS (Financial Services) vertical. This role will be instrumental in shaping our AI strategy, ensuring scalable and secure integration of AI technologies into core banking operations, customer experience, risk management and compliance.
Vendor Management & In-House Capability: Oversee external vendor delivery and technical integration in early phases, while laying the foundation to build and scale internal development capabilities.
Governance & Standards: Define enterprise AI governance, model lifecycle management (MLOps), data security, and ethical AI frameworks.
Solid background in AI Architecture, Solution Architecture, or Senior Data Engineering within enterprise environments.
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Work with other teams to develop a diverse set of robust manipulation skills for robots, e.g. VLA, WAM.
Currently enrolled in a PhD program or have a master degree in Computer Science, Robotics, Electrical Engineering, Mechanical Engineering, or a related technical field.
The position is a full-time Research Engineer position in the Perceptica Robotics Lab in the Electrical and Computer Engineering Department at the National University of Singapore.
The selected candidate will work closely with the PI (Dr. Rajat Talak) on projects related to single and multi-robot mapping and navigation. The work will include:• Indoor and outdoor experimentations with single- and multi-robot systems • Conducting accurate monitoring, documentation, and reporting of experimental results and research findings• Develop innovative algorithms and methods to solve challenging problems in mapping and navigation.• Dataset collection and processing
• Basic qualifications1. Bachelor’s or Master’s degree from a reputable institution.2. Prior experience in building SLAM system with well-known robotics companies. • Expertise 1. SLAM and mapping pipeline. 2. Training and using deep learning models. 3. Prior experience ground robots.4. Skills and technical expertise in coding: python, C++, ROS.5. Skills to implement robot navigation stack. • Soft skills1. A strong team player who is open-minded, independent, highly motivated, and can work collaboratively with an interdisciplinary team and diverse workforce.2. Commitment to developing technology and science
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Optimize and deploy pre-trained deep learning models (e.g., CNNs) onto edge hardware using acceleration libraries for real-time defect classification.
Optimize code execution, multi-threading, and GPU/CPU memory allocation to ensure ultra-low latency processing capable of matching high-throughput fab speeds.
Write rigorous unit tests, integration tests, and hardware-in-the-loop (HIL) simulations to guarantee software robustness during continuous cleanroom production.
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