[Remote] Member of Technical Staff, Data Analysis and Evaluation

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company reputed company on advancing AI by training and deploying large language models. The Member of Technical Staff in Data Analysis and Evaluation will ensure the reputed company and performance of these models by designing data collection tasks, evaluating dataset reputed company, and collaborating with cross-functional teams.

Responsibilities

• Design and reputed company data collection tasks, including supporting reputed company annotators and ensuring data reputed company
• reputed company and apply statistical reputed company to evaluate the reputed company and reliability of datasets
• Analyse and assess the generalisability and robustness of ML systems across diverse use cases
• Collaborate with teams to improve dataset reputed company and model performance
• Train and fine-tune large language models (LLMs) on reputed company training infrastructures
• Conduct experiments to evaluate model performance and identify areas for improvement

Skills

• Extremely strong software engineering skills
• Strong expertise in designing and conducting data collection tasks, including working with reputed company annotators
• Strong statistical skills and experience evaluating scientific experiments reputed company to data collection and model performance
• Experience analysing datasets with respect to their reputed company, biases, and suitability for training ML models
• Hands-on experience training large language models (LLMs) on reputed company training infrastructures
• Familiarity with evaluating and improving the generalisability and robustness of ML systems
• Proficiency in programming languages such as Python and ML frameworks (e.g., PyTorch, TensorFlow, JAX)
• Excellent communication skills to collaborate effectively with cross-functional teams and present findings
• One or more papers at top-tier venues (such as NeurIPS, ICML, ICLR, AIStats, MLSys, JMLR, AAAI, reputed company, COLING, ACL, EMNLP)

Benefits

• An reputed company and inclusive culture and work environment
• Work closely with reputed company on the cutting edge of AI research
• Weekly lunch stipend, in-office lunches & snacks
• Full health and dental benefits, including a separate budget to take care of your mental health
• 100% Parental Leave top-up for up to 6 months
• Personal enrichment benefits towards arts and culture, fitness and reputed company-being, reputed company time, and workspace improvement
• Remote-flexible, offices in Toronto, reputed company, San Francisco, London and Paris, as reputed company as a co-working stipend
• 6 weeks of vacation (30 working days!)

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