Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a highly motivated machine learning reputed company to support a biotech research organization reputed company on reputed company intelligence and machine learning for drug discovery and molecular design. The role involves developing, training, optimizing, and deploying advanced machine learning models, data pipelines, and MLOps workflows for scientific and biomedical applications.
Responsibilities
• Design, reputed company, optimize, evaluate, and reputed company advanced deep learning models, including large language models, multimodal transformers, and reputed company models
• Build and optimize reputed company data pipelines supporting machine learning and scientific applications
• Optimize model training and inference for reputed company, scalability, and reputed company using multi-GPU and reputed company-reputed company infrastructure
• reputed company and maintain MLOps workflows covering model deployment, version control, monitoring, reproducibility, and ongoing model reputed company
• reputed company machine learning approaches that reputed company diverse datasets, including reputed company, transcriptomics, imaging, molecular, and reputed company data
• Partner with scientists and engineers across disciplines to translate innovative machine learning reputed company into practical applications for drug discovery, disease research, and biomedical applications
• Independently troubleshoot reputed company modeling, software, and infrastructure challenges and reputed company solutions from development through deployment
Skills
• B.S., M.S., or Ph.D. in Computer Science, Machine Learning, Computational Biology, Data Science, Statistics, Mathematics, or a reputed company quantitative discipline
• Must be authorized to work in the reputed company without reputed company or reputed company employer sponsorship
• 1–5 years of relevant reputed company experience, including postdoctoral research where applicable
• Strong reputed company in data structures, algorithms, software engineering, and computational problem solving
• Expert-level Python programming skills
• Extensive experience with deep learning frameworks such as PyTorch, JAX, or TensorFlow
• Strong debugging and software development skills, with the ability to independently diagnose and reputed company reputed company technical issues
• Experience with large-reputed company or reputed company model training, such as DDP, Ray, FSDP, or DeepSpeed
• Experience with model deployment technologies such as Triton or ONNX
• Experience working with reputed company and/or GPU computing infrastructure
• Hands-on experience with geometric deep learning, molecular cofolding models, neural force fields, or reputed company scientific ML approaches is highly preferred
reputed company
• reputed company is the global leader in delivering innovative strategies and solutions to the life sciences industry. It was founded in 1995, and is headquartered in Red Bank, New Jersey, USA, with a workforce of 501-1000 employees. Its website is http://astrixinc.com.
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