Lead Gen AI Engineer with Python

OmegaHires

$130K — $155K *
Information Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 8+ years of software development experience with Python.
  • 3+ years of hands-on experience delivering Generative AI solutions.
  • Expertise in Retrieval-Augmented Generation (RAG) architecture and implementation.
  • Experience building Agentic AI solutions using LangGraph, CrewAI, AutoGen, or related tools.
  • Proficient in processing structured and unstructured enterprise data for AI applications.
  • Understanding of document ingestion and vector search techniques.
  • Familiarity with Vector Databases like Pinecone, FAISS, or Milvus.

Responsibilities

  • Lead the design and development of enterprise AI solutions.
  • Engineer and prepare enterprise data for AI use cases.
  • Build scalable RAG pipelines and autonomous AI agents.
  • Integrate Large Language Models into production environments.
  • Develop APIs using FastAPI, Flask, or Django.
  • Implement tools and strategies for AI orchestration and prompt engineering.
  • Manage AI model deployments using cloud platforms and CI/CD processes.

Benefits

  • Flexible working environment
  • Access to advanced technology and tools
  • Opportunities for professional development
  • Collaborative team culture
  • Health and wellness programs
Full Job Description
Lead Gen AI Engineer with Python

Job Description:We are looking for a Lead Gen AI Engineer with strong expertise in Python, Generative AI, Retrieval-Augmented Generation (RAG), and Agentic AI to lead the design and development of enterprise AI solutions. The ideal candidate will have hands-on experience in preparing and engineering enterprise data for AI use cases, building scalable RAG pipelines, implementing autonomous AI agents, and integrating Large Language Models (LLMs) into production environments.

This is a hands-on technical leadership role requiring deep knowledge of AI architecture, data preparation, prompt engineering, vector databases, and modern AI frameworks.

Required Skills

8+ years of software development experience with Python.

3+ years of hands-on experience delivering Generative AI solutions.

Strong expertise in Retrieval-Augmented Generation (RAG) architecture and implementation.

Hands-on experience building Agentic AI solutions using LangGraph, CrewAI, AutoGen, LangChain, LlamaIndex, or Semantic Kernel.

Experience preparing, processing, and engineering structured and unstructured enterprise data for AI use cases.

Strong understanding of document ingestion, chunking strategies, embeddings, metadata enrichment, and vector search.

Experience with Vector Databases such as Pinecone, FAISS, ChromaDB, Weaviate, or Milvus.

Experience integrating LLMs including OpenAI, Azure OpenAI, Gemini, Claude, Llama, or Mistral.

Strong knowledge of Prompt Engineering, AI orchestration, and tool/function calling.

Experience developing APIs using FastAPI, Flask, or Django.

Experience with Docker, Kubernetes, Git, CI/CD, and cloud platforms (AWS, Azure, or GCP).

Preferred Skills

Experience with AI evaluation frameworks, observability, and LLMOps.

Knowledge of MLOps and AI model deployment.

Experience with Databricks, Snowflake, or enterprise data platforms.

Familiarity with knowledge graphs and enterprise search solutions.

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