Senior Data Scientist - Remote
Jobright.ai - San Diego, California, United States, 92189
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Overview
Senior Data Scientist - Remote
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Senior Data Scientist - Remote
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Jobright.ai Optum is a global organization that delivers care aided by technology to help millions of people live healthier lives. They are seeking a Senior Data Scientist who will be a key technical contributor in the design and development of state-of-the-art machine learning applications for medical uses, collaborating with various teams to drive better health outcomes. The role involves mentoring junior data scientists and leading research in machine learning and deep learning. Responsibilities: • Partner with Engineering, Business and Technical Product to make and meet project commitments in an agile framework; rapidly delivering value to our customers via technology solutions • Mentor junior data scientists to successfully deliver software and business value • Continuous improvement for alerts, monitors and telemetry • Communicate with stakeholders, subject matter experts, and colleagues to identify new means of approaching problems in the medical coding field • Design novel methods in machine learning and launch them to production with the help of data engineers and deployment software engineers • Perform independent analysis of trends in medical coding and production performance of statistical models • Demonstrate leadership in the context of machine learning engineering and direct the research direction of a multidisciplinary team focused on deep learning and LLM approaches • Stay abreast of leading-edge technologies in machine learning and deep learning, participate and lead in research talks and white paper reviews • Participate in research meant to ensure alignment of models to ethical standards to ensure machine learning models perform without harm to users Qualifications: Required: • 5+ years of experience in machine learning or data science including the following: data analysis, algorithm design, model architecture specification, machine learning algorithm implementation • 4+ years of experience working with teams that leveraged three or more of the following: continuous integration/continuous delivery tools, REST API development, serverless architecture, containerization, IaC, public/private cloud, web applications, web services, application observability and/or messaging/stream architecture • 4+ years of coding experience with Python or R, with emphasis on libraries from Pytorch, HuggingFace, and pandas • 1+ years of experience with machine learning model development, transformer architectures, data trend analysis Preferred: • Experience with SQL databases and query language • Experience in AzureML, AWS, or cluster computing architectures • Experience with Hybrid NLP solutions that combine symbolic and machine learning approaches • All employees working remotely will be required to adhere to UnitedHealth Group’s Telecommuter Policy Company: Optum is a healthcare company that provides pharmacy services, health care operations, and population health management. It is a sub-organization of UnitedHealth Group. Founded in 2011, the company is headquartered in Eden Prairie, Minnesota, USA, with a team of 10001+ employees. The company is currently Late Stage. Optum has a track record of offering H1B sponsorships. Seniority level
Seniority level Not Applicable Employment type
Employment type Full-time Job function
Industries Software Development Referrals increase your chances of interviewing at Jobright.ai by 2x Inferred from the description for this job
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