Machine Learning Engineer

STRT.ASIA PTE. LTD.

Singapore
Not specified
Machine learning platform engineering
Llm orchestration and agentic workflows
Docker and kubernetes containerization
STRT.ASIA PTE. LTD. is looking for a skilled Machine Learning Engineer (MLOps) to join their agile platform team. The role involves orchestrating advanced workflows, engineering data pipelines, and managing the model lifecycle for AI-driven systems

Job Summary

  • The role involves driving the orchestration of advanced agentic workflows to enable autonomous, AI-driven systems within an agile platform team.
  • Candidates will be responsible for engineering robust data pipelines and establishing comprehensive model management lifecycles from experimentation to production deployment.
  • The position requires deep expertise in operationalizing Large Language Models, embeddings, and multi-agent systems while maintaining production-grade RAG architectures.

Matching Summary

Match Score: 85

STRT.ASIA PTE. LTD. is looking for a skilled Machine Learning Engineer (MLOps) to join their agile platform team. The role involves orchestrating advanced workflows, engineering data pipelines, and managing the model lifecycle for AI-driven systems.

Skills & Requirements

Must-have

  • Machine Learning Platform Engineering
  • LLM Orchestration and Agentic Workflows
  • Docker and Kubernetes Containerization
  • CI/CD Pipeline Development for ML
  • Python Programming Proficiency
  • MLflow or Similar Experiment Tracking
  • Production Grade RAG System Design

Nice-to-have

  • GPU Architecture Optimization Knowledge
  • Cloud Compute Instance Management
  • Clean Testable Code Practices
  • Multi-Agent System Reasoning Patterns
  • Agile Platform Team Experience

Key Requirements

  • Proficient with Docker and Kubernetes
  • Hands-on experience with MLflow
  • Proven experience working with LLMs
  • Experience with CI/CD pipelines (GitLab/Jenkins)
  • Advanced Python programming skills

Work Rights

Not specified

Tailored Resume

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