Gen AI Engineer with Python

OmegaHires

$135K — $160K *
Enterprise Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 8+ years of software development experience with Python
  • 3+ years delivering Generative AI solutions
  • Deep knowledge of Retrieval-Augmented Generation (RAG) architecture
  • Hands-on experience with Agentic AI tools like LangGraph and LangChain
  • Strong skills in preparing structured and unstructured data for AI
  • Proficient in Vector Databases and document ingestion strategies
  • Experience consolidating Large Language Models (LLMs) in production environments

Responsibilities

  • Lead design and development of enterprise AI solutions
  • Engineer and prepare enterprise data for AI use cases
  • Build scalable Retrieval-Augmented Generation (RAG) pipelines
  • Implement autonomous AI agents within applications
  • Integrate Large Language Models (LLMs) into production
  • Develop and maintain APIs using frameworks like FastAPI
  • Manage cloud deployment using Docker, Kubernetes, and CI/CD

Benefits

  • Hands-on technical leadership opportunity
  • Work on cutting-edge AI technologies
  • Opportunity to innovate and influence AI solutions
  • Collaborate with a skilled team in enterprise environments
  • Access to advanced tools and frameworks in AI
Full Job Description
Gen AI Engineer with Python

Job Description:We are looking for a 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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