Data Scientist I

About the role

Job Summary:

The Data Scientist I is responsible for supporting the design and validation of predictive models, machine learning models, and artificial intelligence that inform and improve business processes across the organization (operational, clinical, financial, marketing, etc.).

Essential Functions:

Support the creation, maintenance, and communication of an analytical plan for data science projects

Assist in mining and analyzing large structured and unstructured datasets

Employ wide range of data sources to develop algorithms for predicting risk and understanding drivers, detecting outliers, etc

Support the development of visualizations that demonstrate the efficacy of developed algorithms

Contribute to statistical validation and analysis of outcomes associated with clinical programs and interventions under guidance

Collaborate with other teams to integrate with existing solutions

Communicate results and ideas to key stakeholders

Assist in preparing code for operationalization of end-to-end model pipeline and deliverable for business consumption

Researching and staying up-to-date on emerging technologies

Perform any other job related duties as requested.

Education and Experience:

Bachelor's degree in data science, mathematics, statistics, engineering, computer science, other related field required

Equivalent years of relevant work experience may be accepted in lieu of required education

Experience with cloud services (such as Azure, AWS or GCP) and modern data stack (such as Databricks or Snowflakes) preferred

Competencies, Knowledge and Skills:

Familiarity with SQL and at least one of the following programming languages: Python or R

Preferred beginner level of knowledge of developing reports or dashboards in Power BI or other business intelligence applications

Ability to understand basic statistical analyses and techniques including A/B testing, general significance testing, and sampling methodologies

Working knowledge of predictive modeling and machine learning algorithms such as generalized linear models, non-linear supervised learning models, clustering, decision trees, and dimensionality reduction

Working knowledge of unsupervised and deep leaning methodologies such as clustering, neural networks, and transformers

Working knowledge of natural language processing technologies such as optical character recognition, named entity recognition, visual learning models, and large language models

Working knowledge in NLP-specific feature extraction techniques such as tokenization, embeddings, and text-based transformations

Familiarity in feature engineering techniques and exploratory data analysis

Familiarity with optimization techniques and artificial intelligence methods

Ability to mine and analyze large quantities of structured and unstructured data and identify patterns, irregularities, and deficiencies

Proficient with MS office (Excel, PowerPoint, Word, Access)

Demonstrated critical thinking, verbal communication, presentation and written communication skills

Ability to work independently and within a cross-functional team environment

Licensure and Certification:

None required

Working Conditions:

General office environment; may be required to sit or stand for extended periods of time

Travel is not typically required

Compensation Range:

$72,200.00 - $115,500.00

CareSource takes into consideration a combination of a candidate’s education, training, and experience as well as the position’s scope and complexity, the discretion and latitude required for the role, and other external and internal data when establishing a salary level. In addition to base compensation, you may qualify for a bonus tied to company and individual performance. We are highly invested in every employee’s total well-being and offer a substantial and comprehensive total rewards package.

Compensation Type (hourly/salary):

Salary

Organization Level Competencies

Fostering a Collaborative Workplace Culture

Cultivate Partnerships

Develop Self and Others

Drive Execution

Influence Others

Pursue Personal Excellence

Understand the Business

This job description is not all inclusive. CareSource reserves the right to amend this job description at any time. CareSource is an Equal Opportunity Employer. We are dedicated to fostering an environment of belonging that welcomes and supports individuals of all backgrounds.

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