Data Scientist

Livanta LLC • Virginia Beach, VA • 1d ago

Description

At Commence, were the start of a new age of data-centric transformation, elevating health outcomes and powering better, more efficient process to program and patient health. We combine quality data-driven solutions that fuel answers, technology that advances performance, and clinical expertise that builds trust to create a more efficient path to quality care.

With human-centered, healthcare-relevant, and value-based solutions, we create new possibilities with data. We provide proof beyond the concept and performance beyond the scope with a focus on efficiencies that transform the lives of those we serve. With a culture driven by purpose, straightforward communication and clinical domain expertise, Commence cuts straight to better care.

Requirements

::: {bind="html: Job.Requirements"} The Data Scientist combines advanced analytics and machine learning with deep domain knowledge to generate clinical and operational insights, build predictive models, and support decision-making across the healthcare ecosystem. The ideal candidate will be adept at working with complex datasets (e.g., EHRs, claims, FHIR), collaborating cross-functionally, and ensuring data use aligns with regulatory and ethical standards.

Prepare and analyze large and complex datasets to identify trends, patterns, and insights that drive business decisions.

Develop, implement, and optimize machine learning models, including Generative AI, for predictive analytics, classification, and other applications.

Apply statistical techniques to analyze data and build models that forecast future trends and behaviors (e.g., risk stratification, disease progression, readmission likelihood).

Create compelling data visualizations and dashboards to effectively communicate findings and insights to stakeholders.

Connect and match within and across data sources both internal/ external to augment and enhance analyses.

Work closely with cross-functional teams, including data engineers, software developers, and business analysts, to gather requirements and deliver data solutions.

Stay current with industry trends and advancements in data science and integrate new techniques and tools into existing workflows. Identify, review, and execute impactful analytical approaches from industry whitepapers.

Translate complex data into actionable insights to support clinical decision-making, care optimization, and operational efficiency, often through dashboards or reports.

Collaborate with clinicians, informaticists, and SMEs to derive relevant features from health data, such as comorbidity indices, lab value trajectories, or time-to-treatment measures.

Ensure data use complies with HIPAA, 42 CFR Part 2, and other applicable regulations. Apply de-identification, data masking, or differential privacy techniques when needed.

Help define and sometimes implement workflows for data acquisition, preprocessing, and model inference pipelines, often in cloud-based environments (e.g., AWS, Azure).

Identify and mitigate potential biases in data or models, and ensure outputs are interpretable by clinical or policy stakeholders.

Monitor model performance over time and retrain or recalibrate as necessary to maintain accuracy and relevance in evolving clinical environments.

Basic Qualifications

Bachelors degree in Data Science, Computer Science, Statistics, Mathematics, or a related field; Masters or PhD preferred.

Minimum of 4 years of experience in data science or a related field.

Proficiency in programming languages such as Python, R, or SQL.

Demonstrated experience practically leveraging and deploying AI/ML models to production.

Working knowledge of Generative AI tuning and implementation techniques and toolsets i.e. AWS Bedrock, LangChain, Anthropic MCP, and LlamaIndex.

Experience with big data frameworks/ toolsets such as Apache Spark, Databricks, and AWSEMR Studio.

Experience with AI/ machine learning libraries and frameworks (e.g., TensorFlow, Scikit-Learn, PyTorch, and Spark ML Flow).

Experience working with healthcare datasets such as EHRs, medical claims, FHIR, HL7, or patient-reported outcomes

Familiarity with healthcare regulations and standards (e.g., HIPAA, 42 CFR Part 2, HEDIS, CMS measures)

Demonstrated experience working with Notebook tools such as Databricks/ Jupyter.

Strong understanding of statistical analysis and modeling techniques.

Experience with data visualization tools (e.g., Amazon Quicksight, Power BI, Matplotlib).

Excellent problem-solving skills and attention to detail.

Strong communication and interpersonal skills, with the ability to work effectively with diverse teams and stakeholders.

Preferred Qualifications

AI/ ML certifications.

Familiarity with Databricks, Snowflake, or other modern data platforms

Understanding of data governance and security frameworks relevant to healthcare (e.g., NIST, HITRUST)

Prior experience working with government agencies (e.g., CMS, VA, DoD) or payer/provider organizations

Knowledge of healthcare delivery systems and policy frameworks

Commence is an equal employment opportunity employer. All personnel processes are merit-based and applied without discrimination on the basis of race, color, religion, sex, sexual orientation, gender identity, marital status, age, disability, national or ethnic origin, military and veteran status or any other characteristic protected by applicable law. :::

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