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18 hours ago
Overview Engineer / Lead Engineer, Applied Vision AI R&D, S&S CoE at HTX (Home Team Science & Technology Agency). HTX is the world’s first Science and Technology agency that integrates a diverse range of scientific and engineering capabilities to innovate and deliver transformative and operationally-ready solutions for homeland security. As a statutory board of the Ministry of Home Affairs and integral to the Home Team, HTX works at the forefront of science and technology to empower Singapore’s frontline of security. Our shared mission is to amplify, augment and accelerate the Home Team’s advantage and secure Singapore as the safest place on planet earth. What You Will Be Working On Develop/train machine learning / deep learning AI models or large/multi-modal models to address Home Team use cases Handle data pre-processing and annotation for model training and development Collaborate with software engineers to write production-quality code and deploy computer vision solutions for Home Team on Cloud Platform (GCC) or local machines Work with Product Management to translate product requirements into ML model requirements Continuously optimise performance of in-house AI solutions via hyperparameter tuning, improve run-time efficiency, and reduce computational costs Document and communicate deep learning model design to technical stakeholders Provide technical advisory and review related technical articles to support business and project decisions Keep abreast of new AI technologies and continually improve HTxAI’s AI engineering capability Collaborate with external partners to co-develop novel AI solutions or enhance existing in-house solutions Learn and share knowledge in a multi-disciplinary team internally and externally What We Are Looking For Undergraduate / Postgraduate qualification in Computer Science, Computer Engineering, or relevant areas 4-5 years of Software Engineering experience with 2-3 years of hands-on experience in AI model training and application; Python experience strongly preferred Experience with open-source frameworks such as OpenCV, PyTorch and TensorFlow Experience with Vision-AI models or knowledge of Large models is preferred Ability to develop AI applications and deploy via Docker containers with RESTful APIs Bash and PowerShell scripting on Linux Practical experience with cloud environments Ability to work with cross-functional, multi-disciplinary / multi-agency teams Strong communication and demonstration skills for stakeholders with varying technical backgrounds Knowledge of emerging AI technologies and trends Self-motivated, team player, creative with excellent communication and interpersonal skills, able to work independently Domain knowledge in Homeland Security is a plus Applicants with more than 5 years' relevant experience will be considered for more senior positions All new hires are appointed on a two-year contract in the first instance and will be assessed for permanent tenure based on performance Additional Information Location: Singapore Employment type: Full-time Seniority level: Mid-Senior level Job function: Information Technology Industries: Government Administration #J-18808-Ljbffr
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