Principal Data Scientist
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Job Location:
Alameda, CA - USA
Monthly Salary:
$ 128000 - 256000
Posted on:
6 days ago
Vacancies:
1 Vacancy
Job Summary
JOB DESCRIPTION:
The Opportunity:
Our Principal Data Scientist will work out of our Alameda California location. This individual works as an integral part of a collaborative data and analytics team and responsible for analyzing real-world data to generate insights and develop machine learning models that drive the development and optimization of devices in Abbott Diabetes Care. The role requires drawing insights and presenting results in a cohesive intuitive and simple manner to the functional stakeholders utilizing technologies to collect clean analyze predict and effectively communicate insights. Key functional stakeholders include research & development clinical medical regulatory and market access teams.
What you will do:
- Analyze large real-world datasets including device data electronic health records (EHR) claims data labs and patient registries.
- Lead the design and execution of RWE studies including but not limited to:
- Treatment optimization and understanding treatment patterns
- Comparative effectiveness analyses
- Drug and device utilization
- Natural history and burden of disease
- Healthcare resource utilization
- Define and develop research strategy in line with business goals and guide the execution of the work across the team
- Collaborate with clinical medical regulatory product managers and market access teams to integrate RWE into product development and lifecycle management.
- Execute key studies autonomously including but not limited to:
- Conduct advanced statistical analyses to determine trends and significant data relationships using techniques such as regression time-series forecasting clustering decision trees simulation and scenario modeling.
- Develop and validate machine learning models and algorithms to apply predictive analytics to future data.
- Utilize technologies to collect clean analyze and effectively communicate insights including model logic and limitations.
QUALIFICATIONS
- Bachelors Degree in Computer Science Data Analytics or similar discipline including Mathematics Statistics Physics or Engineering is preferred
- Advanced degree in Life or Physical Science Bioengineering Biostatistics Biomedical Engineering Epidemiology or closely related discipline is preferred
- Minimum 8 years work related experience with degree or sufficient transferable experience to demonstrate functional equivalence to a degree
- Advanced Experience with programming scripts such as Python Java Scala C in Linux/Unix and R
- Experience in applying data analysis techniques to a large set of data using big data systems such as Hadoop Spark MongoDB or similar software
The base pay for this position is
$128000.00 $256000.00In specific locations the pay range may vary from the range posted.
JOB FAMILY:
Research and Discovery
DIVISION:
ADC Diabetes Care
LOCATION:
United States > Alameda : 1360-1380 South Loop Road
ADDITIONAL LOCATIONS:
WORK SHIFT:
Standard
TRAVEL:
Yes 5 % of the Time
MEDICAL SURVEILLANCE:
Not Applicable
SIGNIFICANT WORK ACTIVITIES:
Continuous sitting for prolonged periods (more than 2 consecutive hours in an 8 hour day)Abbott is an Equal Opportunity Employer of Minorities/Women/Individuals with Disabilities/Protected Veterans.
EEO is the Law link - English: EEO is the Law link - Espanol: Experience:
Staff IC
Key Skills
- Machine Learning
- Python
- Data Science
- AI
- R
- Research Experience
- Sensors
- Drug Discovery
- Research & Development
- Natural Language Processing
- Data Analysis Skills
- Toxicology Experience
About Company
WHO WE ARE CREATING LIFE-CHANGING TECHNOLOGY From removing the regular pain of fingersticks as people manage their diabetes to connecting patients to doctors with real-time information monitoring their hearts, from easing chronic pain and movement disorders to testing half the world’s ... View more
