HubMub
-
Unison Group

Machine Learning Engineer

Unison Group
Singapore · Full-time · Not Applicable
Key Responsibilities

  • This ML Ops / Integration Engineer role focuses on building and integrating Generative AI and Agentic AI solutions into enterprise environments. You will work closely with data scientists, architects, and DevOps teams to design, implement, and optimize AI pipelines and infrastructure.
  • 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.

Skills Required

  • 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.

Key Skills

Ranked by relevance

ai network security python machine learning shell scripting microservices kubernetes grafana docker devops splunk linux cloud cicd aws
Login to Apply
🇸🇬

Country Guide

Singapore

High-pay global hub in Asia

Posted
Mar 13, 2026
Type
Full-time
Level
Not Applicable
Location
Singapore
Company
Unison Group

Industries

IT Services IT Consulting

Categories

Engineering Information Technology

Related Jobs

3 roles aligned with this opportunity

View all jobs
View Job Details
Accenture DACH
Related

Senior Data & Machine Learning Engineer (all genders)

2026-05-21

Full-time
Not Applicable
Austria
IT Services
Engineering
View Job Details
scandiweb
Related

Senior Data Architect

2026-05-21

Full-time
Mid-Senior
Estonia
IT Services
Engineering
View Job Details
IBM
Related

Senior AI Engineer (f/m/x)

2026-05-21

Full-time
Mid-Senior
Austria
IT Services
Engineering