Faithful to the maker
The design that reaches the floor should be exactly the one that was approved — never a redraw of it. We hold ourselves to output a machine can run unedited, because someone's product depends on it being right the first time.
Take one design all the way to the machine
PatternAI builds Patterns — the system that turns a single design into the exact production file your machine runs, powered by our engineered model, Mathical 1.0. We're engineers, designers and textile people turning frontier models into files a real factory runs, unedited. If you're drawn to hard problems with tangible output, we'd like to meet you.
Team
Role
Location
AI Research & Engineering
2 Open Roles
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AI Engineer
India (Hybrid)
What you will do
- Train, evaluate, and optimize image generation models for garment quality and consistency.
- Own model-serving reliability, latency, and monitoring in production environments.
- Collaborate with product and design teams to convert workflow pain points into model improvements.
What we are looking for
- Strong Python and deep learning fundamentals.
- Hands-on experience with diffusion or transformer-based vision models.
- Comfort with experimentation, ablations, and model-quality evaluation frameworks.
Forward Deployed Machine Learning Engineer
India (Customer-facing)
What you will do
- Integrate PatternAI into customer workflows and build tailored generation pipelines.
- Work directly with design, merchandising, and engineering stakeholders on solution delivery.
- Feed field learnings back into core product and model roadmaps.
What we are looking for
- ML engineering experience with strong product ownership mindset.
- Ability to translate ambiguous business goals into measurable technical delivery.
- Strong communication skills and comfort operating in cross-functional customer environments.
The principles behind how we build
Build for the floor
We build for real factories and the people who run them. We'd rather ship a file that sews, weaves or cuts cleanly than a demo that only looks good on screen. Talk to the karigar, watch the machine, fix the real problem.
Honest by default
PatternAI is a high-trust, low-ego team. We say what's true — what works, what's still gated on a physical sign-off, what we haven't proven yet — and we assume good intent in disagreement. Everyone contributes; if something needs doing, the right person is probably you.
Frequently asked questions
Do you offer internships?+—
We don't currently offer internships.
Can I get feedback on my application or interview?+—
We're not able to provide feedback on resumes or interviews.
Can I re-apply if I'm not selected?+—
Yes, you're welcome to re-apply after 12 months, or sooner if something materially changes about your experience or skills.
How long do I have to decide on an offer?+—
Take your time. We're happy to give you space to think and finish any other interview processes you're going through.