Senior Machine Learning Scientist - Telecommute

Company: UnitedHealth Group
Location: Minnetonka
Posted on: May 4, 2022

Job Description:

UnitedHealth Group is a company that's on the rise. We're expanding in multiple directions, across borders and, most of all, in the way we think. Here, innovation isn't about another gadget, it's about transforming the health care industry. Ready to make a difference? Make yourself at home with us and start doing -your life's best work.(sm)Optum Labs is the research and development arm of UnitedHealth Group. We're a diverse team of curious thinkers and experts in big data, artificial intelligence and machine learning, and scientific and clinical research searching for new ways to help people live healthier lives. We partner with world leaders in health care delivery, research, and technology to create disruptive solutions that serve patients, caregivers, providers, and commercial and government payers. More equitable, effective, and affordable health care - that's our goal. We aren't just trying to improve the care an individual receives. We're building a future where the health care system works better for everyone. Make yourself at home with us and start doing your life's best work.You'll enjoy the flexibility to telecommute* from anywhere within the U.S. as you take on some tough challenges.Primary Responsibilities: - - - - - - - - - - - - - - - - - - -

• Develop novel machine learning algorithms for prediction of health outcomes and improved care
• Implement machine learning algorithms from the literature and evaluate their performance
• Develop machine learning across different data domains (e.g., images, unstructured data, genomics), and across different machine learning domains
• Communicate the performance of the machine learning algorithms across an interdisciplinary team
• Write both internal and external documentation of the novel algorithms, including publications in machine learning and other scientific conferences and journalsYou'll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in.Required Qualifications:
  • 7+ years of experience or a PhD in machine learning, computer science, statistics, biomedical informatics, or a related field
  • Hands-on experience in implementing and training machine learning algorithms and statistical analysis, including for example non-parametric tests, mixed linear models, modern supervised and unsupervised machine learning algorithms such as SVM, random forest, PCA, t-SNE, clustering, and neural networks
  • Deep understanding of mathematical foundations of machine learning, including statistics, linear algebra, or computer science
  • Programming competence demonstrated in 1+ of these programming languages: Python, R, Java, C++, Matlab
  • Solid written communication skills of scientific material
  • Full COVID-19 vaccination is an essential requirement of this role. Candidates located in states that mandate COVID-19 booster doses must also comply with those state requirements. UnitedHealth Group will adhere to all federal, state and local regulations as well as all client requirements and will obtain necessary proof of vaccination, and boosters when applicable, prior to employment to ensure compliancePreferred Qualifications:
    • 5+ years of experience working on hands-on machine learning algorithms
    • Knowledge and experience working with genomic data, wearables, or with medical records data
    • Work in health-related fields (e.g., biomedical informatics, bioinformatics, biomathematics)
    • Software tool development experience: source control (git), packaging, documentation
    • Experience with cloud computing
    • Experience working in an interdisciplinary environment, particularly across engineering and medicine
    • Demonstrated ability to work in a team
    • Demonstrated track record of scientific publications in machine learning or a related field
    • Experience communicating with and briefing senior executives
    • Comfortable working in a fast paced, highly collaborative and fluid work environment -
    • Solid communication skills, including in an interdisciplinary environmentTo protect the health and safety of our workforce, patients and communities we serve, UnitedHealth Group and its affiliate companies require all employees to disclose COVID-19 vaccination status prior to beginning employment. In addition, some roles and locations require full COVID-19 vaccination, including boosters, as an essential job function. UnitedHealth Group adheres to all federal, state and local COVID-19 vaccination regulations as well as all client COVID-19 vaccination requirements and will obtain the necessary information from candidates prior to employment to ensure compliance. Candidates must be able to perform all essential job functions with or without reasonable accommodation. Failure to meet the vaccination requirement may result in rescission of an employment offer or termination of employmentCareers at UnitedHealth Group. -We have modest goals: Improve the lives of others. Change the landscape of health care forever. Leave the world a better place than we found it. Such aspirations tend to attract a certain type of person. Crazy talented. Compassionate. Driven. To these select few, we offer the global reach, resources and can-do culture of a Fortune 5 company. We provide an environment where you're empowered to be your best. We encourage you to take risks. And we offer a world of rewards and benefits for performance. We believe the most important is the opportunity to do -your life's best work.(sm)*All Telecommuters will be required to adhere to UnitedHealth Group's Telecommuter Policy.Colorado, Connecticut or Nevada Residents Only: The salary/hourly range for Colorado residents is $113,500 to $218,100. The salary/hourly range for Connecticut/Nevada residents is $113,500 to $218,100. Pay is based on several factors including but not limited to education, work experience, certifications, etc. In addition to your salary, UnitedHealth Group offers benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements). No matter where or when you begin a career with UnitedHealth Group, you'll find a far-reaching choice of benefits and incentivesDiversity creates a healthier atmosphere: UnitedHealth Group is an Equal Employment Opportunity/Affirmative Action employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, national origin, protected veteran status, disability status, sexual orientation, gender identity or expression, marital status, genetic information, or any other characteristic protected by law. - - - - -UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment. - - -

Keywords: UnitedHealth Group, Minnetonka , Senior Machine Learning Scientist - Telecommute, Other , Minnetonka, Minnesota