Cohere16.12.2025
Member of Technical Staff, Data Analysis and Evaluation
Зарплата не указана
Полная занятостьУдалёнка
Обязанности
- 01Design and oversee data collection tasks, including supporting human annotators and ensuring data quality
- 02Develop and apply statistical methods to evaluate the quality and reliability of datasets
- 03Analyse and assess the generalisability and robustness of ML systems across diverse use cases
- 04Collaborate with teams to improve dataset quality and model performance
- 05Train and fine-tune large language models (LLMs) on distributed training infrastructures
- 06Conduct experiments to evaluate model performance and identify areas for improvement
Требования
- 01Extremely strong software engineering skills
- 02Strong expertise in designing and conducting data collection tasks, including working with human annotators
- 03Strong statistical skills and experience evaluating scientific experiments related to data collection and model performance
- 04Experience analysing datasets with respect to their quality, biases, and suitability for training ML models
- 05Hands-on experience training large language models (LLMs) on distributed training infrastructures
- 06Familiarity with evaluating and improving the generalisability and robustness of ML systems
- 07Proficiency in programming languages such as Python and ML frameworks (e.g., PyTorch, TensorFlow, JAX)
- 08Excellent communication skills to collaborate effectively with cross-functional teams and present findings
- 09One or more papers at top-tier venues (such as NeurIPS, ICML, ICLR, AIStats, MLSys, JMLR, AAAI, Nature, COLING, ACL, EMNLP)
Условия
- 01Remote-friendly work with offices in Toronto, San Francisco, New York City, London, Paris, Montreal
- 02Weekly lunch stipend of $75/£75 or equivalent
- 03Full health and dental benefits, including a separate budget for mental health
- 04RRSP matching, 401K, Pension Scheme
- 05100% Parental Leave top-up for up to 6 months, for either parent
- 06Annual enrichment benefits: Arts & culture, fitness/wellness, quality time, and a workspace improvement credit
- 07Education & learning stipend for conferences, courses, and coaching
- 086 weeks of paid vacation (30 working days)
- 09Budget for traveling to other offices if you are remote, plus an annual company offsite
- 10For those not near an office: a co-working benefit
- 11Everyone receives a $500 home office stipend