\- Train / fine-tune VLAs and robot foundation models \- Run data-quality ablations and scaling studies \- Publish papers and benchmarks \- data curation, filtering, formats, evals on real robots **expected to have:** \- experience training IL/VLA policies at scale \- First-author publications (CoRL/ICRA/IROS/RSS/NeurIPS) or equivalent strong open-source work
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