AI/ML Engineer

4 weeks ago

Mangalore, Karnataka, India Nityo Infotech Full time

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:


• 3–5 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.

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