13 Aug
|
Zorba AI
|
Bengaluru
13 Aug
Zorba AI
Bengaluru
Job Description – AI/ML Engineer
Role Overview
The AI/ML Engineer is responsible for designing, building, deploying, and operating production-grade machine learning and AI systems at enterprise scale. This role bridges data science, software engineering, and platform engineering to ensure AI models and applications are reliable, secure, observable, and governed throughout their lifecycle.
Must-Have Requirements
The following skills and experience are essential for this role:
- Proprietary LLM Integration: Hands-on experience integrating at least one proprietary large language model (e.g., OpenAI ChatGPT, Anthropic Claude, or Google Gemini) directly within application code.
- Python: Strong coding experience in Python, including production-quality software development practices.
- LLM Orchestration Frameworks: Experience with at least one LLM application framework such as LangChain, LlamaIndex, or Haystack for building LLM-powered pipelines and applications.
- Agentic Orchestration: Experience with at least one agentic AI orchestration library such as LangGraph, AutoGen,
or CrewAI for building multi-step, multi-agent workflows.
- Natural Language Processing (NLP): Solid foundational understanding of NLP concepts, techniques, and best practices.
- MLOps: Proven experience in machine learning operations, including model lifecycle management, CI/CD for ML, and production monitoring.
Key Responsibilities
MLOps & AI Platform Engineering
- Design, build, and maintain end-to-end MLOps pipelines covering model development, training, validation, deployment, monitoring, retraining, and retirement.
- Develop and operate scalable AI/ML platforms across development, test, and production environments.
- Operationalise machine learning and LLM-based solutions with strong reliability, performance, and governance controls.
- Support batch and real-time inference workloads.
Software Engineering & Automation
- Develop production-quality services and automation using Python and m
📌 AIML Engineer (Bengaluru)
🏢 Zorba AI
📍 Bengaluru