Keep abreast on research in LLM compression algorithms; Design, implement, and evaluate LLM compression algorithms that minimize regressions, reduce training friction, and improve performance; Run ablation experiments to understand the Pareto-frontier; Build robust, reproducible, and portable training recipes; Work with production SW teams to realize recipes in production workflows
Requirements:
M.S. degree or equivalent experience in Computer Science or a related field, and/or proven track record. PhD preferred; 6+ years of relevant work experience; Strong programming skills and ability to debug ML systems; Experience with PyTorch; Proficient in the math of machine learning; Strong written and oral communication skills
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Senior Machine Learning Engineer Keep abreast on research in LLM compression algorithms; Design, implement, and evaluate LLM compression algorithms that minimize regressions, reduce training friction, and improve performance; Run ablation experiments to understand the Pareto-frontier; Build robust, reproducible, and portable training recipes; Work with production SW teams to realize recipes in production workflows M.S. degree or equivalent experience in Computer Science or a related field, and/or proven track record. PhD preferred; 6+ years of relevant work experience; Strong programming skills and ability to debug ML systems; Experience with PyTorch; Proficient in the math of machine learning; Strong written and oral communication skills
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