Lila Sciences
Machine Learning Engineer, Distributed & Scalable Training
Lila Sciences, Cambridge, Massachusetts, us, 02140
Machine Learning Engineer, Distributed & Scalable Training
Machine Learning Engineer, Distributed & Scalable Training
Get AI-powered advice on this job and more exclusive features. Lila Sciences is the world’s first scientific superintelligence platform and autonomous lab for life, chemistry, and materials science. We are pioneering a new age of boundless discovery by building the capabilities to apply AI to every aspect of the scientific method. We are introducingscientific superintelligence to solve humankind's greatestchallenges, enabling scientists to bring forth solutions in human health, climate, and sustainability at a pace and scale never experienced before. Learn more about this mission at www.lila.ai If this sounds like an environment you’d love to work in, even if you only have some of the experience listed below, we encourage you to apply. We’re seeking a ML Engineer specializing in
distributed and scalable training . You’ll design and maintain large-scale training systems, optimize performance for massive models, and integrate cutting-edge techniques to improve efficiency and throughput. Ray-based distributed training infrastructure for LLMs and multi-modal models. Performance optimizations for large-scale model training including training and optimization workflows (SFT, MoE, long-context scaling). Orchestrate frontier and open source LLMs along with complex compute-intensive tool use Scalable pipelines for data preprocessing and experiment orchestration, including tools for efficient data loading, pipeline parallelism, and optimizer tuning. System-level performance benchmarks and debugging utilities. What You’ll Need to Succeed Proven experience with distributed ML training frameworks (Megatron-LM, TorchTitan, DeepSpeed, Ray). Strong software engineering skills (Python, C++ kernel contributions are a plus). Understanding of large-scale model training techniques. Experience with cloud or HPC environments. Prior work with scientific datasets or domain-specific modeling. Contributions to open-source ML frameworks. Lila Sciences iscommitted to equal employment opportunityregardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. A Note to Agencies Lila Sciences does not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to Lila Sciences or its employees is strictly prohibited unless contacted directly by Lila Science’s internal Talent Acquisition team. Any resume submitted by an agency in the absence of a signed agreement will automatically become the property of Lila Sciences, and Lila Sciences will not owe any referral or other fees with respect thereto. Seniority level
Seniority level Entry level Employment type
Employment type Full-time Job function
Job function Science Industries Technology, Information and Internet Referrals increase your chances of interviewing at Lila Sciences by 2x Get notified about new Machine Learning Engineer jobs in
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Machine Learning Engineer, Distributed & Scalable Training
Get AI-powered advice on this job and more exclusive features. Lila Sciences is the world’s first scientific superintelligence platform and autonomous lab for life, chemistry, and materials science. We are pioneering a new age of boundless discovery by building the capabilities to apply AI to every aspect of the scientific method. We are introducingscientific superintelligence to solve humankind's greatestchallenges, enabling scientists to bring forth solutions in human health, climate, and sustainability at a pace and scale never experienced before. Learn more about this mission at www.lila.ai If this sounds like an environment you’d love to work in, even if you only have some of the experience listed below, we encourage you to apply. We’re seeking a ML Engineer specializing in
distributed and scalable training . You’ll design and maintain large-scale training systems, optimize performance for massive models, and integrate cutting-edge techniques to improve efficiency and throughput. Ray-based distributed training infrastructure for LLMs and multi-modal models. Performance optimizations for large-scale model training including training and optimization workflows (SFT, MoE, long-context scaling). Orchestrate frontier and open source LLMs along with complex compute-intensive tool use Scalable pipelines for data preprocessing and experiment orchestration, including tools for efficient data loading, pipeline parallelism, and optimizer tuning. System-level performance benchmarks and debugging utilities. What You’ll Need to Succeed Proven experience with distributed ML training frameworks (Megatron-LM, TorchTitan, DeepSpeed, Ray). Strong software engineering skills (Python, C++ kernel contributions are a plus). Understanding of large-scale model training techniques. Experience with cloud or HPC environments. Prior work with scientific datasets or domain-specific modeling. Contributions to open-source ML frameworks. Lila Sciences iscommitted to equal employment opportunityregardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. A Note to Agencies Lila Sciences does not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to Lila Sciences or its employees is strictly prohibited unless contacted directly by Lila Science’s internal Talent Acquisition team. Any resume submitted by an agency in the absence of a signed agreement will automatically become the property of Lila Sciences, and Lila Sciences will not owe any referral or other fees with respect thereto. Seniority level
Seniority level Entry level Employment type
Employment type Full-time Job function
Job function Science Industries Technology, Information and Internet Referrals increase your chances of interviewing at Lila Sciences by 2x Get notified about new Machine Learning Engineer jobs in
Cambridge, MA . Boston, MA $95,000.00-$170,000.00 4 days ago Boston, MA $100,000.00-$150,000.00 2 weeks ago Cambridge, MA $100,000.00-$150,000.00 2 weeks ago Boston, MA $100,000.00-$150,000.00 2 weeks ago Machine Learning Engineer, Personalization
Brookline, MA $100,000.00-$150,000.00 2 weeks ago Machine Learning Engineer, Personalization
Boston, MA $136,878.00-$195,540.00 2 weeks ago Machine Learning Scientist, LLM Training & Inference Research
Machine Learning Scientist, Open-Endedness (Level Flexible)
Research Scientist, Machine Learning / AI
Cambridge, MA $120,000.00-$180,000.00 6 months ago Greater Boston $110,000.00-$185,000.00 3 weeks ago Boston, MA $119,000.00-$169,000.00 2 months ago Boston, MA $125,000.00-$178,000.00 4 months ago Quincy, MA $93,840.00-$140,760.00 2 weeks ago Newton, MA $95,000.00-$140,000.00 1 day ago Cambridge, MA $160,000.00-$200,000.00 1 week ago Boston, MA $111,800.00-$175,670.00 2 days ago Research Scientist, Machine Learning for Human-Machine Interactions
We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr