[Remote] Data Scientist
Note: The job is a remote job and is open to candidates in USA. Fractal is a strategic AI partner to Fortune 500 companies, aiming to enhance human decision-making through innovative technology. The Data Scientist will design, develop, and deploy AI and machine learning solutions to improve Healthcare Revenue Cycle Management processes, collaborating with various teams to build predictive models and intelligent automation.ResponsibilitiesDevelop machine learning, deep learning, and generative AI models to support RCM use cases such as claim outcome prediction, denials classification, next best action recommendation, clinical appeal summarization, and workflow optimizationBuild end to end ML pipelines including feature engineering, model training, hyperparameter tuning, validation, and monitoringResearch and apply advanced techniques in LLMs, embeddings, retrieval augmentation (RAG), prompt engineering, and document intelligenceTranslate operational and product requirements into measurable model objectives, data specifications, and evaluation frameworksConduct exploratory data analysis (EDA) to understand data patterns, anomalies, and business insightsImplement and follow best practices around MLOps, including model versioning, reproducibility, feature stores, and drift monitoringPartner with Data Engineers to ensure feature availability, data quality, and scalable ML/AI deployment within Azure Databricks and enterprise platformsCollaborate with cross-functional teams to communicate insights, present model results, and drive adoption of ML solutionsMaintain awareness of emerging AI technologies and propose enhancements or new opportunities for Provider Engineering platformsSkillsBachelor's or Master's degree in Data Science, Computer Science, Statistics, Applied Mathematics, or a related quantitative field8+ years of hands-on experience developing ML or AI models in an applied industry setting (healthcare experience strongly preferred)Strong proficiency in DatabricksStrong proficiency in Python (pandas, scikit-learn, NumPy, TensorFlow, MLflow)Strong proficiency in SQLStrong working knowledge of GitHub Copilot (or equivalent enterprise-approved AI coding assistant) to accelerate developmentAbility to thrive in a fast-paced environment with rapid prototyping, ambiguity, and iterative deliverySelf-motivated and solution-oriented; able to independently research, troubleshoot, and identify paths forward when facing technical or data challengesExperience working in Azure or similar cloud environments: Azure Databricks (MLflow, Delta Lake), Azure Machine Learning, Azure Data Lake / Azure Data Factory (in partnership with Data Engineering)Hands-on experience in at least one of the following: Classification, regression, time series, or recommendation systems; Agentic AI / Large Language Models (LLMs) / RAGStrong statistical modeling foundation and experience building production-quality ML systemsAbility to communicate technical findings to nontechnical stakeholders clearly and effectivelyConsistent Use: Maintain a minimum of 90% weekly usage of AI tools such as GitHub Copilot, Microsoft 365 Copilot, and other GenAI platforms approved by the enterpriseApplied Productivity: Leverage AI tools to enhance coding, documentation, data analysis, and decision-making workflowsContinuous Learning: Stay current with evolving AI capabilities and features, and apply them to improve delivery quality and velocityKnowledge of US healthcare, ideally with Revenue Cycle Management (RCM) experience, including familiarity with EDI transactions such as 837 and 835BenefitsDiscretionary bonus for the current performance periodEligible to participate in the health, dental, vision, life insurance, and disability plans in accordance with the plan documents, which may be amended from time to timeEligible for benefits on the first day of employment with the CompanyEligible to participate in the Company 401(k) Plan after 30 days of employment, in accordance with the applicable plan terms11 paid holidays12 weeks of Parental Leave“free time” PTO policy, allowing you the flexibility to take time needed for either sick time or vacationCompany OverviewFractal is an AI firm with the aspiration to power every human decision in theenterprise. It was founded in 2000, and is headquartered in Mumbai, Maharashtra, IND, with a workforce of 5001-10000 employees. Its website is http://www.fractal.ai.