# Machine Learning Engineers and AI Engineers

> 95,300+ Machine Learning Engineers, AI Engineers, MLOps, and LLM Engineers — the technical practitioners building AI systems and the primary evaluators of AI development tooling.

**Source:** https://gtm.ai/marketplace/ml-and-ai-engineers

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## Overview

Machine Learning Engineers, AI Engineers, and MLOps practitioners are the hands-on builders driving AI adoption across the enterprise. They're the primary evaluators of training infrastructure, serving platforms, feature stores, and LLM tooling — and they heavily influence vendor selection even when the final signature comes from above. With 95,300+ verified records, this audience covers the full spectrum of AI engineering talent.

## What's Included

Verified contacts with ML Engineer, AI Engineer, MLOps, or LLM Engineer titles. Direct contact information and company firmographics for filtering by company type (AI-native vs. enterprise adopter) and size.

## Use Cases

- **MLOps and LLMOps platforms** targeting the practitioners who implement and maintain ML pipelines
- **GPU cloud and compute vendors** reaching engineers who specify infrastructure requirements
- **AI developer tools** (vector databases, fine-tuning platforms, model registries) reaching hands-on evaluators