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HTC Global Services

Machine Learning Engineer

HTC Global Services
Singapore · Full-time · Mid-Senior

  • Bachelor’s degree in computer science, Engineering, or a related field.
  • 6-10 years of experience in Machine Learning engineering or AI system integration.
  • Bash and Unix/Linux command-line toolkit is a must-have.
  • Hands-on experience with OpenShift, Docker, Kubernetes.
  • Knowledge of cloud platforms (e.g. AWS) is a must-have.
  • Exposure to data and network security and compliance in AI systems.
  • Knowledge of API integration and microservices architecture.
  • Proficiency in Python used both for automation and ML-related tasks
  • Knowledge of Workflow Orchestrator, such as Ctrl-M
  • Good knowledge of Logging and Monitoring tools, such as Splunk and Geneos.
  • Experience with Observability framework, such as Langfuse, Elastic Stack, Grafana, OpenTelemetry.
  • Understanding of Generative AI (e.g. prompt engineering, RAG pipelines) and Agentic AI concepts.
  • Must have banking Domain experience.


You will work closely with data scientists, architects, and DevOps teams to design, implement, and optimize AI pipelines and infrastructure.

Key Responsibilities:

  • Develop and maintain automation scripts using Linux shell scripting, Python, or other relevant tools.
  • Ensure seamless deployment and integration between cloud/prem environments (AWS).
  • Integrate AI models into production environments using containerized platforms such as OpenShift.
  • Implement and maintain network security protocols to safeguard AI systems and data pipelines.
  • Collaborate with cross-functional teams to understand AI workflows and translate them into robust engineering solutions.
  • Monitor and optimize system performance, reliability, and scalability.
  • Support CI/CD processes and infrastructure for AI model deployment and updates.

Key Skills

Ranked by relevance

ai machine learning grafana devops
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Posted
Jul 24, 2025
Type
Full-time
Level
Mid-Senior
Location
Singapore

Industries

Banking

Categories

Information Technology

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