Note: The job is a remote job and is open to candidates in USA. Bellese Technologies is a mission-driven Digital Services Company committed to pioneering innovative technology solutions in civic healthcare. As a Senior Data Scientist, you will work collaboratively to analyze and visualize data, build predictive models, and provide insights to support CMS initiatives aimed at enhancing healthcare price transparency.
Responsibilities
- Work collaboratively with Human Centered Design lead to take input from the below forums, analyze the data, visualize the data, and form insights and predictions supporting the Centers for Medicare & Medicaid Services (CMS) initiatives to increase price transparency for healthcare consumers through price shopping alternatives: Healthcare industry research, Academic research, Public data sets, Medicare claims data, Web analytics data, Ideation sessions with the client, Qualitative & quantitative user research
- Support the product design process with data in a way that reflects and responds to the functional, social, and emotional behavior of users
- Build predictive models, data visualizations, and tools for analysis
- Build AI tools that automate processes, recommendation engines, and automated lead scoring systems
- Provide insights through the combination of qualitative design research and exploratory data analysis
- Research and analyze data sources for patterns and clusters to help further the analysis process developing features for the CMS Procedure Price Lookup (PPL) tool
- Create data visualizations that tell stories to help stakeholders and end users understand a problem space or lead to an insight
- Ability to solve problems while considering timeliness, effectiveness, and practicality in addressing product needs
- Ability to apply critical thinking skills to conduct an objective analysis of facts on a given topic or problem before formulating opinions or rendering judgments
- Programming skills in R, Python and/or other programming languages used for data science purposes
- Ability to collaborate closely with business and technical leaders
- Ability to work with machine learning frameworks, such as TensorflowWork in an agile environment, delivering incremental product functionality in short iterations
- Selecting features, building and optimizing classifiers using machine learning techniques
- Data mining using state-of-the-art methods
- Enhancing data collection procedures to include information that is relevant for building analytic systems
- Processing, cleansing, and verifying the integrity of data used for analysis
- Performing ad-hoc analysis and presenting results in a clear manner
- Creating an automated anomaly detection system and constant tracking of its performance
- Participate in product discussions with the product owner, users, and the development team to understand and refine acceptance criteria and estimate user stories
Skills
- Experience with Python, PySpark, R
- Experience with unsupervised and supervised machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc
- Experience with common data science toolkits, such as R, Weka, NumPy, MatLab, etc
- Experience with data visualization tools
- Experience applying statistical methods and concepts, such as distributions, statistical testing, regression, etc
- Experience with Sparklyr
- US Citizenship or Green Card only - we do not offer Sponsorship
- US Residency for at least the past 3 years
- Able to meet the requirements to hold a position of Public Trust, including successful completion of a US Government background investigation
Benefits
- Remote First, Remote Only Culture
- Four weeks paid time off yearly (prorated based on start date for the first year)
- 10 paid floatingcompany holidays
- Flexible schedule
- Work from home setup including a Macbook
- Collaborative, learning environment
- Medical, dental, and company-paid vision insurance
- Optional HSA account with some medical plans and a company contribution
- Company paid basic life and AD&D insurance coverages
- Company paid short and long term life insurance
- Optional critical illness and accident insurance
- 401K plan with 3% safe harbor contribution
- Wellness resources and virtual care
- Perks Plus employee discounts
Company Overview