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Astek

Machine Learning Engineer

Astek
Singapore · Full-time · Mid-Senior

Job Title: Lead Machine Learning Engineer

Location: Singapore

Employment Type: Full-Time


We’re hiring a Lead Machine Learning Engineer to drive the integration of Generative AI and Agentic AI into enterprise systems. You’ll work closely with cross-functional teams to design scalable ML pipelines, deploy AI models, and optimize system performance in secure, cloud-based environments.


Key Responsibilities

  • Build and deploy ML pipelines for Generative and Agentic AI applications.
  • Integrate AI solutions into containerized environments (OpenShift, Kubernetes).
  • Automate workflows using Python and shell scripting.
  • Manage cloud infrastructure (AWS, GCP) and ensure security compliance.
  • Support CI/CD and observability for AI systems (Langfuse, Grafana, etc.).


Required Qualifications

  • Bachelor’s degree in CS, Engineering, or related field.
  • 7+ years in ML engineering or AI system integration.
  • Strong Python and Bash skills.
  • Hands-on with OpenShift, Kubernetes, Docker.
  • Experience with cloud platforms (AWS/GCP).
  • Familiar with LLMs, RAG pipelines, API integration, and microservices.
  • Exposure to security, logging, monitoring (Splunk, Geneos, Ctrl-M, etc.).
  • Clear communicator and visual thinker.
  • Detail-oriented, organized, and proactive.
  • Skilled in mentorship and team collaboration.

Key Skills

Ranked by relevance

ai machine learning cloud kubernetes grafana python splunk cicd aws gcp
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Posted
Jul 22, 2025
Type
Full-time
Level
Mid-Senior
Location
Singapore
Company
Astek

Industries

IT Services IT Consulting

Categories

Information Technology

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