Solace · 8 hours ago
Data Scientist
United States
Full-time
Remote
Mid LevelSolace is a Series C startup focused on redefining healthcare in the U.S. by pairing patients with expert advocates. They are seeking a Data Scientist to develop predictive models, drive forecasting, and analyze experiments to optimize operations and enhance patient outcomes.
PublishingHealthcareWellnessHealth CareMedicalOnline Portals
Responsibilities
Build Predictive Models: Develop and refine machine learning models to solve critical business problems, such as predicting patient churn, estimating operational volume, or scoring advocate quality
Drive Forecasting Rigor: Own the development of time-series forecasts that guide our capacity planning and resource allocation. You will help us anticipate 'what comes next' with higher accuracy
Design & Analyze Experiments: Lead the design and analysis of A/B tests and causal inference studies. You will ensure we measure the true impact of our product and operational changes
Uncover Deep Insights: Apply advanced statistical methods to complex datasets to find patterns that simple reporting might miss. You will answer the 'why' and 'how' behind our most difficult questions
Productionize Solutions: Work closely with Data Engineers to take your models from a local notebook to a production environment, ensuring they run reliably within our data infrastructure
Communicate Complexity: Translate complex statistical findings into clear, actionable narratives for non-technical stakeholders. You will be the voice of statistical reason in strategic discussions
Qualification
Required
Statistical Expertise: You have a strong background in statistics, probability, and mathematics (e.g., hypothesis testing, regression analysis, time-series forecasting)
Python & ML Proficiency: You are fluent in Python and its data science ecosystem (pandas, scikit-learn, statsmodels, NumPy). You write clean, reproducible code
Forecasting Experience: You have hands-on experience with time-series analysis and forecasting techniques (e.g., ARIMA, Prophet, exponential smoothing)
Advanced SQL: You can write complex queries to wrangle your own data from Snowflake without relying solely on others to prepare it for you
Data Privacy Awareness: You understand the importance of protecting patient data. You are familiar with best practices for handling PHI and PII and ensuring privacy in your analysis
Startup DNA: You are a self-starter who is comfortable with ambiguity. You take ownership of problems and are willing to wear many hats to get the job done
Preferred
Masters Degree or PHD: Data Science, Applied Science, or related fields
Deployment Experience: Experience using tools like Docker, Airflow, or MLflow to deploy and monitor models in production
Healthcare Experience: Experience working with healthcare or insurance claims data is a plus
NLP & Unstructured Data: Experience applying Natural Language Processing (NLP) techniques to extract insights from unstructured text data
Marketplace Matching: Experience designing matching algorithms or ranking systems for two-sided marketplaces
dbt & Engineering Skills: Comfort reading or writing dbt models to understand the lineage of your data
Company
Solace
Solace connects patients with professional healthcare advocates that fight for the treatments, approvals, and care you deserve.
Founded in 2022
51-200 employees
H1B Sponsorship
Solace 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 (1)
2022 (1)
Funding
Current Stage
Growth StageTotal Funding
$74MKey Investors
Menlo VenturesInspired Capital Partners
2025-04-03Series B· $60M
2024-08-22Series A· $14M
2023-06-01Seed
Leadership Team
Jeremy Gurewitz
CEO & Co-founder
Sara Sargent
Chief Product Officer & Co-Founder
Recent News
2025-08-13
Financial Post
2025-08-02
Company data provided by crunchbase