Principal Data Scientist at Abbott

Alameda, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Medical Devices, Diabetes CareIndustries

Requirements

Bachelor’s Degree in Computer Science, Data Analytics or similar discipline including Mathematics, Statistics, Physics, or Engineering (preferred)
Advanced degree in Life or Physical Science, Bioengineering, Biostatistics, Biomedical Engineering, Epidemiology or closely related discipline (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

Responsibilities

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 treatment optimization, understanding treatment patterns, comparative effectiveness analyses, drug and device utilization, natural history and burden of disease, and 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 conducting 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

Skills

Machine Learning

Statistical Analysis

Real-World Evidence

RWE Studies

Data Analysis

EHR

Claims Data

Regression

Python

SQL

Data Cleaning

Predictive Modeling

Abbott

Healthcare solutions in diagnostics and devices

About Abbott

Abbott Laboratories focuses on improving health through various medical technologies and health solutions. The company operates in areas such as cardiovascular health, diabetes management, diagnostic testing, nutrition, and neuromodulation for chronic pain and movement disorders. Abbott's products include advanced medical devices and diagnostic tests that help healthcare professionals and patients manage health conditions effectively. For example, their cardiovascular technologies assist in heart health management, while diabetes care products enable accurate glucose monitoring without painful fingersticks. Unlike many competitors, Abbott emphasizes accessibility and affordability in its offerings, aiming to make life-changing technologies available to a broader audience. The company's goal is to positively impact global health and well-being, supported by a commitment to sustainability and a 2030 Sustainability Plan.

Lake Bluff, IllinoisHeadquarters

1888Year Founded

IPOCompany Stage

HealthcareIndustries

10,001+Employees

Risks

Departure of key leader Dr. Adamson may affect Abbott's Heart Failure division.

Integration challenges with Medtronic could impact glucose monitor-insulin pump rollout.

Thermo Fisher's microfluidics expansion may increase competition for Abbott.

Differentiation

Abbott integrates continuous glucose monitoring with automated insulin delivery systems.

Abbott's microfluidic devices streamline diagnostic processes efficiently.

Abbott's neuromodulation products target specific nervous system areas for chronic pain relief.

Upsides

Microfluidic technology offers cost-effective solutions in diagnostics.

Strategic partnerships like Abbott-Medtronic enhance product offerings and market reach.

Significant investments indicate strong market confidence in Abbott's healthcare solutions.

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