AI/ML Engineer - Generative AI Apps

Department Icon Data Science Analytics & Machine Learning
Posted: 3 months ago
4-6 years
Bengaluru / Bangalore, Karnataka
Data Science Analytics & Machine Learning
work from office
Full Time

Posted: 3 months ago
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Job Description

Role : AI/ML Engineer

Location : Bangalore, KA (Working from Office / Hybrid)

AI Agent Development & LLM Integration :

  • Build AI agents using frameworks like LangGraph, Autogen, Crew, or PydanticAI.
  • Design and optimize prompt engineering workflows for LLMs (e.g., GPT, Claude, LLaMA).
  • Develop modular, reusable components for agent orchestration and task automation.

Model Deployment & Infrastructure

  • Deploy models using Databricks and Azure ML, integrating with enterprise-grade systems.
  • Implement APIs, WebSockets, and event-driven architectures for real-time AI services.
  • Collaborate with platform teams to ensure scalable and secure deployments.

Development & Automation

  • Work with CI/CD pipelines using Jenkins to automate testing and deployment.
  • Use GitHub Copilot, Windsurf, Codeium, or similar tools to accelerate development.
  • Maintain high code quality and documentation standards using Git, Jira, and Confluence

Must-Have Skills

  • 4 to 5 years of experience working Machine Learning / Artificial Intelligent or related fields.
  • 1+ years of experience building Generative AI Applications for enterprise, deep understanding of workflows like RAG.
  • Strong proficiency in Python and modern development practices.
  • Hands-on experience with LLMs and prompt engineering.
  • Experience building AI agents using at least one of Lang Graph, Crew, or PydanticAI.
  • Familiarity with Databricks and cloud-native deployment strategies.
  • Understanding of REST APIs, WebSockets, and event-driven systems.
  • Familiarity with SDLC best practices and agile methodologies.
  • Proficiency with using CI/CD tools (Jenkins) and version control (Git).
  • Comfortable using AI-augmented development tools for rapid prototyping.

Nice-to-Have Skills

  • Exposure to MLOps/LLMOps workflows and model monitoring.
  • Knowledge of enterprise security, compliance, and governance in AI systems.
  • Exposure to best practices for code and model lifecycle management.

Soft Skills & Mindset

  • Strong analytical and problem-solving skills.
  • Excellent communication and collaboration abilities.
  • Self-starter with a growth mindset and curiosity for emerging AI trends.
  • Ability to work in cross-functional teams and adapt to evolving priorities.

(ref:hirist.tech)

Skills

PythonMachine LearningAi/mlPrompt EngineeringAi/ml EngineerMl EngineerAiMl

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