Senior Data Scientist
Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start Caring. Connecting. Growing together.
This role will use AI and machine learning technique to drive the main purpose of increasing HouseCalls program member engagement and penetration through leveraging internal enterprise data sources including member medical history and behavior information and external information.
As HouseCalls enabling operation continues to grow, there are specific skills sets that are needed to help us achieve the financial goal and member experience satisfaction. Strategic solution team is seeking an individual role of outreach strategy with advanced technical expertise, marketing background and great healthcare industry experience. We are looking for an innovative individual who is not only able to strategize via data, but also able to implement the strategy through the end.
Primary Responsibilities:
- The Data Scientist will play an analytical role researching, designing, implementing and deploying the machine learning solutions to support house call member engagements
- Develop intelligent solutions to drive increase in HouseCalls penetration rate by using unstructured data like voice and text
- Consolidate internal and external data to establish member journey line across different programs
- Establish analytic machine learning models to increase member outbound reach experience and NPS scores, implement the solutions into applications or operation
- Drive inbound scheduling through text mining in scripting and NLP
- Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regards to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so
Required Qualifications:
- Bachelor's degree in Applied Mathematics, Physics, Computer Sciences, Information Management, Statistics, Actuarial Science or a related technical field
- 3+ years of experience in Python
- 2+ years of experience working with large databases or data-warehouses to create meaningful, usable data structures to extract information out of application transactional data
- Experience working for a large enterprise with fragmented data sources, lack of documentation, unstructured requirements and ambiguity
- Experience working with business stakeholders and senior leaders in understanding data analytics and information needs, and executing on transformation of high-level, abstract data needs into meaningful data management solutions, information and analysis
- Experience understanding and managing business data and information, and the ability to correlate business processes to data
- Experience converting raw data into processed, actionable, insightful information
- Demonstrated solid ability to communicate highly technical issues/results to a diverse audience both verbally and in written
- Proven solid execution mentality
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Preferred Qualifications:
- MS or PhD
- 1+ years of Speech Recognition modeling and/or NLP
At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone-of every race, gender, sexuality, age, location and income-deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission.
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Perks and Benefits
Health and Wellness
- HSA
- On-Site Gym
- HSA With Employer Contribution
- Health Insurance
- Dental Insurance
- Vision Insurance
- Life Insurance
- Short-Term Disability
- Long-Term Disability
- FSA
Parental Benefits
- Non-Birth Parent or Paternity Leave
- Birth Parent or Maternity Leave
Work Flexibility
- Remote Work Opportunities
Office Life and Perks
- Commuter Benefits Program
Vacation and Time Off
- Leave of Absence
- Personal/Sick Days
- Paid Holidays
- Paid Vacation
Financial and Retirement
- Relocation Assistance
- Performance Bonus
- Stock Purchase Program
- 401(K) With Company Matching
- 401(K)
Professional Development
- Promote From Within
- Shadowing Opportunities
- Access to Online Courses
- Tuition Reimbursement
Diversity and Inclusion
- Diversity, Equity, and Inclusion Program
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