Job Description

What the role is:At HTX, our vision is to exponentially impact Singapore\'s safety and security, ensuring a safer and more resilient future for all. Our mission drives us towards force multiplying our Home Team through scientific and technological breakthroughs, and secure Singapore\'s future by empowering our frontlines and enhancing public safety. Joining HTX means becoming part of a dynamic team committed to these critical goals, where your work as a MLOps Engineer will directly contribute to these efforts. In this role, you\'ll have the opportunity to build and optimise machine learning pipelines, ensure seamless deployment of models, scale solutions, and play a pivotal role in safeguarding our nation. If you\'re passionate about making an impact that truly matters, HTX is the place for you.What you will be working on:The job-holder is expected to collaborate with various teams (within HTX and across Home Teams) and is responsible to: a. Work closely with data scientists and other engineers to understand model requirements and deployment needs. b. Translate ML models into scalable APIs to facilitate model interaction with other software components within the application. c. Develop scripts using Infrastructure as Code (IaC) to automate the setup and maintenance of CI/CD pipelines and ML environments, ensuring consistency and reliability. d. Implement scripts and tools to monitor application health and model performance, utilising proper logging, monitoring and alerting systems to track key performance metrics.What we are looking for:

• Bachelor\'s / Master\'s degree in STEM disciplines. \xe2\x80\xa2 Applicants with system architecture design and product deployment experience will be considered for more senior positions. \xe2\x80\xa2 Proficiency in the following technologies: o Container management and orchestration tools (e.g, Docker, Kubernetes) o Deep Learning Frameworks (e.g, PyTorch, TensorFlow) o ML Ops / DevSecOps Tools (e.g, Git, Jenkins, Terraform) o Cloud Platforms (e.g, AWS, Google Cloud, Microsoft Azure) Personal Characteristics & Behaviours \xe2\x80\xa2 good critical thinking, data analysis and problem-solving skills \xe2\x80\xa2 good written and verbal communication skills \xe2\x80\xa2 good interpersonal and stakeholder management skills ability to work under tight timelines All new hires are appointed on a two-year contract in the first instance and will be assessed and considered for permanent tenure over time, based on performance. As part of the shortlisting process for this role, you may be required to complete a medical declaration and/or undergo further assessment. All applicants will be updated on the status of their applications within 4 weeks upon closing of the advertisement. #LI-JW1

About Home Team Science and Technology Agency (HTX):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.

Home Team Science and Technology Agency