Architect the expert intelligence
layer of frontier AI.
SoTALab turns the world’s verified expertise into the data and evaluation that train state-of-the-art models. We’re a focused team hiring engineers and researchers who want their work to shape how frontier AI learns.
Open roles
LLM Data Algorithm Researcher
Research scalable methods to validate data quality and evaluate frontier models.
- Data quality validation methods
- Quantitative evaluation frameworks
- Large-scale data processing & reproduction
Full-Stack Developer
Own core modules of the platform behind large-model data synthesis.
- Own core platform modules end-to-end
- Full-stack engineering & system optimization
- Ship LLM / agent / workflow features to production
Full-Stack Development Intern
Build platforms for large-model data synthesis alongside the core team.
- Platform development & feature delivery
- Frontend & backend implementation
- Hands-on in real production
Connecting expert knowledge to model capability.
Expert Data
Human expertise to guide model performance. We source knowledge from verified domain specialists across every field.
Complex Tasks
Real-world, multi-step problem solving. Not synthetic prompts — genuine challenges that stress-test model reasoning.
Reliable Eval
Cross-industry recognized evaluation. Benchmarks that reflect how models actually perform in deployment.
Don’t see your role?
We’re always interested in exceptional engineers and researchers. Tell us what you’d want to build — or join our 200K+ expert community instead.