ML Engineer

At Improving, we re always exploring how to leverage cutting-edge technology to create real business value. We're looking for a Machine Learning Engineer to join our team and help build smart, scalable AI solutions using LLMs, Python, and emerging frameworks. If you re excited about building with real-world impact and experimenting along the way you ll fit right in.

What You ll Be Doing:

• Designing and building APIs to serve ML models using FastAPI or similar frameworks

• Developing and fine-tuning LLMs for use cases like chat, search, summarization, and content generation

• Creating retrieval-augmented generation (RAG) workflows that combine LLMs with vector databases like FAISS or Pinecone

• Exploring agentic frameworks like LangGraph, CrewAI, and similar tools to orchestrate more complex AI systems

• Writing clean, scalable Python code and collaborating closely with teammates across engineering and product

What We re Looking For:

• Strong experience with Python and API development

• Hands-on experience working with large language models

• Knowledge of vector databases and how they support RAG-style architectures

• Interest or experience in agent-based tools (LangGraph, CrewAI, etc.)

• A collaborative mindset, curiosity, and a bias for action

Why Improving:
Improving is a technology consulting and training firm committed to building trust through transparency and excellence. We re employee-owned, people-first, and focused on creating a culture where innovation thrives and people grow.

We are Only hiring local Houston based candidates who are interested in a full-time salaried role.