Sr. Data Analyst Endocrinology

Job Description - Sr. Data Analyst Endocrinology (3298945)

If you want to know about the requirements for this role, read on for all the relevant information.

The Senior Data Analyst will work collaboratively with a team of investigators on a PCORI-funded project with the goal of identifying patients with diabetes who are likely to have an adverse treatment outcome.

The SDA will work on developing and implementing machine learning algorithms for predictive models, with a focus on neural network / machine learning algorithms.

The SDA will collaborate with other members of the team to identify and process appropriate data categories, build analytical pipelines, and evaluate their performance.

The SDA will work across all phases of the research project, including study design; development, implementation, and evaluation of analytical algorithms / predictive models;

and drafting presentations at academic conferences and manuscripts for publications in scientific journals. Additionally, the SDA will be a strong communicator, both verbally and in writing, to convey key data and data analytics.

Principal Duties and Responsibilities

• Extracts data from a variety of clinical and other information systems.
• Chooses appropriate machine learning methods for analyzing datasets. Performs analysis using Python, R, SQL, and other tools as appropriate and develops reports.
• Works closely with the research team to ensure accurate collecting and recording of data.
• Implements study-specific procedures to ensure compliance with regulations and internal best practices.
• Conducts data analysis using a range of machine learning methods and a variety of tools.
• Independently monitors data for anomalies and investigates any problems or inconsistencies.
• Develops data mapping between health systems and related documentation and conducts validation.
• Establishes data quality and validation processes. Performs QA and develops system documentation.
• Participates in meetings to review and discuss analytic methodologies and results.
• Participates in other aspects of research, including study design, qualitative data analysis, academic manuscript writing, and grant writing as relevant to the programmer / analyst’s skills and interests.
• Works autonomously and requires minimal supervision by management.
• Mentors junior data analysts and programmers on the team.
• Other duties as assigned.

Minimum Requirements

• M.Sc. in Bioinformatics, Biostatistics, or Computer Science, with at least 4 years of experience in research environments and relevant research experience in the analysis of complex datasets.
• Minimum 4+ years of experience in the healthcare field and / or data analysis or programming.
• Proficiency with Python programming and familiarity with the PyTorch library (required).
• Experience implementing neural network algorithms, including RNN-LSTM and transformer algorithms (required).
• Commitment to writing clean, well-documented code.
• Ability to work independently to efficiently accomplish specific responsibilities.
• Must be able to work independently and display initiative to introduce innovations to research studies.
• Able to manage entire projects and also possess a high level of technical expertise.
• Demonstrated statistical / analytical and reasoning skills to perform high-level problem solving.
• Superior organizational and data management skills.
• Ability to give general direction to others.
• Strong analytic and computer skills with extensive knowledge of machine learning techniques.

BWH is an Affirmative Action Employer. By embracing diverse skills, perspectives, and ideas, we choose to lead. All qualified applicants will receive consideration for employment without regard to race, color, religious creed, national origin, sex, age, gender identity, disability, sexual orientation, military service, genetic information, and / or other status protected under law.

We will ensure that all individuals with a disability are provided a reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment.

Primary Location

75 Francis St

Data / Analytics

Organization

Brigham & Women's Hospital (BWH)

Schedule

Standard Hours 1

Shift

Day Job

Employee Status

Recruiting Department BWH Department Of Medicine / Endocrinology

J-18808-Ljbffr