About Us

About AI Engineers

Career intelligence for the fastest-growing role in technology. Written by practitioners, not career coaches.

Who We Are

AI Engineers is a career intelligence publication for the fastest-growing role in technology. We cover everything AI and ML engineers need to build exceptional careers: from LLM systems design to production ML infrastructure, from interview preparation to compensation analysis.

Our coverage spans the major AI labs (OpenAI, Anthropic, Google DeepMind, Meta FAIR) and the emerging players reshaping the field. We publish technical career guides, salary analyses, and interview frameworks informed by practitioners working at the frontier.

We believe the AI engineering field moves too fast for outdated career advice. Every article is written or reviewed by engineers with production AI experience.

What We Cover

  • Technical career paths — From ML Engineer to Research Scientist to AI Infrastructure, with clear progression frameworks
  • Interview preparation — ML system design, coding rounds, research presentations, and behavioral interviews at top AI companies
  • Lab and company profiles — Inside AI teams at OpenAI, Anthropic, Google DeepMind, Meta FAIR, xAI, Mistral, and more
  • Compensation intelligence — Salary and equity benchmarks for AI/ML roles by company, level, and specialization
  • Skills roadmap — What matters now: LLM engineering, RAG architectures, fine-tuning, inference optimization, AI safety

Our Methodology

Our career intelligence is built from multiple data layers:

  • Technical content is reviewed by engineers with production experience at frontier AI labs
  • Compensation data is cross-referenced across Levels.fyi, Blind, Glassdoor, and direct practitioner reports
  • Interview guides are informed by real interview loops at specific companies — not generic algorithms content
  • Industry analysis draws on published research papers, company blog posts, and conference proceedings (NeurIPS, ICML, ACL)

When the field changes — and it does monthly — we update our guides. We date-stamp technical recommendations and flag when advice may be stale.

Editorial Standards

AI Engineers does not accept sponsored content from employers or recruiting firms. Our interview guides are based on practitioner experience, not paid placement. When we link to career resources, we select them based on technical quality and relevance to working engineers.

Published by Valenx Press

AI Engineers is published by Valenx Press, a research-driven organization focused on career intelligence for technology professionals. We also publish the AI Engineer Interview Playbook and other technical career resources on Amazon.

Our Network

Part of the Valenx Press career intelligence network:

Visit sirjohnnymai.com for our complete collection of tech career resources and interview playbooks.

Contact

Questions? Reach us at editorial@ai-engineers.blog. We welcome contributions from AI practitioners and corrections to our technical content.