Job Title: Senior Data Scientist with Epic Clarity & Healthcare
Location: Only in East Cost Remote
Hire Type: C2C/W2 6 Months contract with possibility of extension
Experience: Must 15 Years of Experience
Job Description:
- Work with client stakeholders to document and understand their objectives and ideate how AIML solutions might achieve those objectives.
- Perform exploratory data analysis to understand the data available related to a particular business objective and if that data lends itself to the creation of an AI/ML solution that might achieve that business objective.
- Build AI/ML models that attempt to address a business objective given the data available; explore the model space to understand the optimal model for the particular use case and what the performance characteristics are.
- Create repeatable interpretable and scalable models that can be seamlessly incorporated into analytic data products.
- Engineer features by using business acumen to find new ways to combine data sources.
- Write productionquality pipeline code used to load data execute the AI/ML model and store the results.
- Perform analyses of AI/ML models and systems such as: fairness bias and equity audits; performance analyses; impact assessments; and interpretability reports.
- Develop and commit Python code in such a way that it works in harmony with the code and systems being developed by the teams data engineers software engineers and data analysts.
- Other duties and/or projects as assigned.
- Adheres to HMH Organizational competencies and standards of behavior.
Education Knowledge Skills and Abilities Required :
- Bachelors degree.
- 5 years of experience working in a data science role.
- 5 years of data analysis experience within a healthcare setting.
- Writing complex queries in SQL.
- Python expertise.
- Machine Learning expertise.
- Expertise in merging and transforming datasets.
- Experience with Big Data technologies (e.g. BigQuery).
- ML model deployment monitoring and maintenance / retraining.
- Experience with BI tools (e.g. Looker).
- Experience with Git and GitHub.
- Attention to detail critical thinking desire to learn and intellectually curious.
- Ability to work with technical and nontechnical stakeholders.
- Translation of complex technical concepts.
- Agile work process.
- Excellent written and verbal communication skills.
- Proficient computer skills including but not limited to Ubuntu Linux and Google Suite platforms.
Education Knowledge Skills and Abilities Preferred :
- Masters / PhD.
- Minimum 6 years of experience working in data science role.
- Minimum of 4 years of data analysis experience within a healthcare setting.
- Proficiency in Epic Clarity clinical data models.
- Experience with Google Cloud Platform (Big Query VertexAI etc).
- Experience in Computer Science Software Engineering Statistics fields.
- Experience with Docker.