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UST

ML Engineer I

UST
India · Full-time · Not Applicable

Role Description

  • AI / AIOps Technical Lead

Experience: 6 –12 Years

Role Overview

This isn’t a “just build models” role. You’ll lead AIOps innovation, owning research, architecture, and delivery of AI-driven solutions for IT operations. Expect a mix of hands-on work, team leadership, and real problem-solving (not just slide decks).

Must-Have Skills

  • 6+ years overall experience with 5+ years in AI/ML (hands-on)
  • Strong expertise in:
    • Machine Learning & Deep Learning
    • Natural Language Processing (NLP)
    • Generative AI & Large Language Models (LLMs)
  • Proven experience building and deploying AI/ML models in production
  • Hands-on experience with AIOps use cases:
    • Anomaly detection
    • Predictive maintenance
    • Incident correlation & root cause analysis
  • Strong programming skills (Python + ML ecosystem)
  • Experience with ML frameworks:
    • TensorFlow / PyTorch / Scikit-learn
  • Solid understanding of MLOps practices (model deployment, monitoring, lifecycle)
  • Strong technical leadership experience (mentoring, guiding teams)
  • Ability to design scalable, production-grade AI systems
  • Strong problem-solving and debugging mindset
Good-to-Have Skills

  • Experience with Agentic AI / autonomous systems
  • Hands-on exposure to Databricks
  • Experience with cloud AI services (AWS, Azure, GCP)
  • Familiarity with AIOps platforms/tools
  • Experience working in R&D or innovation-driven environments
  • Understanding of DevOps / IT operations workflows
  • Advanced degree (Master’s / PhD in relevant field)

Key Responsibilities

  • Lead R&D initiatives for AI-driven AIOps solutions
  • Design and implement systems for:
    • Predictive maintenance
    • Anomaly detection
    • Incident management automation
  • Drive adoption of Generative AI & LLMs for IT operations
  • Own end-to-end AI project delivery
  • Mentor and scale a team of AI/ML engineers and researchers
  • Collaborate with product, engineering, and business teams
  • Define AIOps strategy, roadmap, and innovation goals


Skills

Python, Artificial Intelligence, Machine Learning

Key Skills

Ranked by relevance

ai artificial intelligence machine learning deep learning pytorch python devops cloud mlops aws gcp
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Posted
May 10, 2026
Type
Full-time
Level
Not Applicable
Location
Kochi
Company
UST

Industries

IT Services IT Consulting

Categories

Engineering Information Technology

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