Great tech company - Software Engineer Lightning AI Employee Review

5.0
Jul 19, 2024
Recommend
CEO approval
Business Outlook

Pros

Solving hard problems around infrastructure and machine learning. Tech is great. Good local dev experience, great e2e testing framework which makes your life easy. Over the last 2 years the company went through a big transformation in management, business processes and tech stack.

Cons

Like in many AI startups, it's hard to find direction that is working 100% of the time. One year the trend is training large models, next year it's finetuning, then RAG/LLMs, etc.

Explore other reviews about Lightning AI

5.0
Nov 3, 2025
Recommend
CEO approval
Business Outlook

Pros

The team is smart, collaborative, and deeply invested in design and AI-first thinking. The platform, built for PyTorch workloads with multi-cloud support, is genuinely unique. Fast-paced, challenging, and rewarding if you love shaping the future of AI. - Clear mission and strong product focus - Talented, diverse, collaborative team - Cutting-edge AI platform with multi-cloud support (neoclouds and hyperscalers) - Emphasis on thoughtful design and developer experience - Exec team likes to promote from within so an excellent place to grow your career - Work hard, play hard; truly a fun place to work if you are passionate about the mission

Cons

- Fast-paced environment typical of a scaling startup - Some internal processes are still evolving

3.0
Apr 20, 2026
Anonymous employee
Recommend
CEO approval
Business Outlook

Pros

Potential to work for a place with a good opportunity to become an industry leader, or at least go public

Cons

* Company tripled in size after a merger in early 2026, and leadership hasn't yet figured out the necessary new behaviors and processes. * Extremely tops-down culture: Expectations to drop everything and pivot when execs have a random thought that they're too busy to clarify impedes progress towards a healthy "ownership mentality"

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