Senior Mlops Engineer

Thoughtworks

Singapore, Singapore
On-site
Python scripting and analysis
Sql for data manipulation
Genai/agentic solutions experience
Ensure the reliability, safety, performance, and continuous improvement of large-scale machine learning and AI systems in production

Job Summary

  • Ensure the reliability, safety, performance, and continuous improvement of large-scale machine learning and AI systems in production.
  • Design pragmatic solutions that balance technical constraints, cost efficiency, performance, and system safety, working closely with various teams.
  • Champion engineering best practices including clean code, test-driven development, continuous delivery, strong observability, and collaborative development.

Matching Summary

Ensure the reliability, safety, performance, and continuous improvement of large-scale machine learning and AI systems in production.

Skills & Requirements

Must-have

  • Python scripting and analysis
  • SQL for data manipulation
  • GenAI/agentic solutions experience
  • Classical ML algorithms and evaluation
  • Model monitoring with Prometheus/Grafana
  • Azure ML deployment and management

Nice-to-have

  • Agile methodologies familiarity
  • Big data frameworks experience
  • Containerization and orchestration
  • Workflow/pipeline tooling exposure
  • Mentoring junior team members
  • 24x7 on-call rotation willingness

Key Requirements

  • Singaporean citizen or PR required
  • High proficiency in Python
  • Strong SQL skills
  • Experience with GenAI/agentic solutions
  • Experience with model monitoring tools
  • Experience with Azure ML

Work Rights

Singaporean citizen or PR required

Tailored Resume

Cover Letter