Data Science Intern
Posted on June 30, 2023 by InternPlug
- South Portland, United States of America
- No Salary information.
- Full Time
- Assemble large, complex data sets that meet business requirements
- Scrub data
- Construct automatable processes for replication
- Explore and analyze complex relationships to identify underlying trends, patterns, and relationships
- Develop visualizations, reports, and observation summaries
- Identify relevant features or covariates to inform model selection
- Develop, test, and validate multivariate statistical, predictive, or machine learning model(s)
- Interpret and document findings, lessons learned, and final recommendations
- Create and maintain appropriate technical documentation, code repository, and source control
- Assist in developing end-to-end pipeline for production as appropriate
- Critically evaluate final model, algorithms, processes, or recommendations. Document potential limitations and biases.
- Meet department and company performance and attendance expectations.
- Follow the PacificSource privacy policy and HIPAA laws and regulations concerning confidentiality and security of protected health information.
- Perform other duties as assigned.
Education, Certificates, Licenses: Ideal candidate is a graduate student or has recently graduated with an advanced degree in a related field (such as statistics, public health/ epidemiology/ biostatistics, data analytics, or other related field) and is actively pursuing a career in the field. Knowledge:
-
Educational and/or applied experience with:
- Research methods
- Program evaluation
- Health care analysis
- Creating technical documentation
- Proficiency in at least one or more programming languages (such as R, Python, SAS, Stata, MPlus, SQL, SPSS) with a desire to learn new technologies as needed.
- Working understanding of statistical and predictive modeling concepts (and appropriate uses), machine learning approaches, natural language processes, and/or clustering and classification techniques
- Work well both independently and on a team
- Excellent communication skills
- Self-motivated and eager to learn
- Strong critical thinking and collaborative problem-solving skills
- Attention to details both subtle and obvious
- working knowledge of relational databases
- experience working with large, complex data sets
- experience wrangling and scrubbing data sets
- coursework in statistical modeling
- interest in pursuing career in the health system, public health, or health care field
- Adaptability
- Building Customer Loyalty
- Building Strategic Work Relationships
- Building Trust
- Continuous Improvement
- Contributing to Team Success
- Planning and Organizing
- Work Standards
- We are committed to doing the right thing.
- We are one team working toward a common goal.
- We are each responsible for customer service.
- We practice open communication at all levels of the company to foster individual, team and company growth.
- We actively participate in efforts to improve our many communities-internally and externally.
- We actively work to advance social justice, equity, diversity and inclusion in our workplace, the healthcare system and community.
- We encourage creativity, innovation, and the pursuit of excellence.
Advertised until:
July 30, 2023
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