EvidenceCare · 11 hours ago
Data Scientist
Nashville, TN
Full-time
Onsite
Mid LevelEvidenceCare is a physician-founded clinical decision support company headquartered in Nashville, Tennessee. They are seeking a Data Scientist to improve healthcare outcomes by analyzing provider behavior patterns through statistical modeling and machine learning. The role involves developing analytical solutions, collaborating with teams, and providing technical support to customers.
Electronic Health Record (EHR)Emergency MedicineHealth CareHospitalInformation TechnologyMedical
Responsibilities
Develop and refine statistical models that identify and score provider behavior patterns (e.g., variation in ordering practices, discharge timing, procedure utilization, medication orders)
Apply machine learning techniques for regression and classification problems to predict outcomes and segment behaviors
Dive into our existing Python codebase to understand, maintain, and extend current analytical solutions
Serve as a technical resource for customers—answering questions about methodology, walking through calculations, and helping them interpret model outputs
Translate business requirements into analytical approaches: when a customer needs to surface a specific behavior pattern, you'll determine the right statistical framework to make it visible and actionable
Collaborate with engineering and product teams to integrate models into our platform
Qualification
Required
Strong Python proficiency, including experience reading and working within established codebases (not just writing from scratch)
Solid foundation in statistical modeling—particularly approaches suited to behavioral analysis such as logistic regression, survival analysis, or propensity scoring
Experience with machine learning for regression and classification, with an emphasis on interpretability over black-box approaches
Ability to communicate technical concepts clearly to customers and stakeholders who need to understand and trust the methodology
Comfortable working in healthcare data environments; familiarity with clinical workflows, quality metrics, or hospital operations is a plus
A problem-solving mindset: you enjoy figuring out why a model behaves a certain way and can explain it to others
Preferred
Experience with healthcare claims data, EHR data, or quality/performance measurement
Background in customer-facing technical roles (solutions engineering, technical support, or consulting)
Familiarity with behavioral economics or nudge-based intervention design
Company
EvidenceCare
EvidenceCare is an EHR-integrated clinical decision support platform that provides better care and optimizes clinician workflows.
Founded in 2016
11-50 employees
H1B Sponsorship
EvidenceCare has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (4)
2022 (1)
2021 (1)
Funding
Current Stage
Growth StageTotal Funding
$22.94MKey Investors
Jumpstart Capital
2025-03-12Series B· $9.5M
2023-09-15Series Unknown· $0.64M
2019-01-20Series A· $8.8M
Leadership Team
Bo Bartholomew
Chief Executive Officer
Recent News
EIN Presswire
2025-08-18
MarketsandMarkets Research Pvt. Ltd.
2025-08-18
Company data provided by crunchbase