Senior Data Scientist – UI, Visualization Focus Job at GHX in Lou...
GHX - Louisville, KY, United States, 40201
Work at GHX
Overview
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Overview
Qualifications
- Relevant experience in applying tools to produce practical, scalable solutions
- Expert in UI development and visualization
- Expertise in one or more machine learning or advanced statistical domains and their real-world applications, advantages, and drawbacks (e.g. clustering, decision tree learning, artificial neural networks, Bayesian methods, Graphical Models, etc.)
- Creativity in solving challenging problems with uncertain solutions
- Adaptability and flexibility
- Ability to juggle multiple projects serving a diverse array of stakeholders
- Excellent verbal and written communication skills
- Ability to present findings clearly to both technical and non-technical audiences
- Excellent problem-solving skills applicable to internal and external needs
- Experience with at least one database technology (e.g. Tabular, Graph, Document, Vector, etc.)
- Proficiency in at least one statistical and data-oriented programming language (e.g. Python, R, etc.)
- Experience working with and creating data structures, abstract data types, domain models
- Demonstrated ability to work both independently and collaboratively
- Required Education, Certifications, and Experience: BS in computer science or related technical field
- 3+ years of experience building front end solutions for AI, ML, Data Science applications
- 2+ years’ experience using statistical computer languages (R, Python, SQL, Julia, etc.)
- 3+ years’ experience using a variety of data science and/or machine learning methods
Responsibilities
- Leverage Generative AI solutions combined with internal and external data to produce Co-Pilot applications to solve Healthcare Supply Chain problems
- Adept at producing intelligence that serves multiple stakeholders simultaneously, including hospitals, manufacturers, distributors, patients, physicians, payors, government, and the investment community
- High level of expertise in UI design and visualization, as well as experience in full stack development and AI, Machine Learning, and Data Science
- Work collaboratively within a team of data scientists as well as with end users, product management, development, and other stakeholder groups
- Work from the Louisville, CO office one day per week
- Create UI components to support continuous improvement through HITL and RLHF solutions that fit naturally in existing workflows
- Work closely with end users and other stakeholders to create solutions that are rapidly adopted
- Envision and create UX components and workflows to optimize processes
- Integrate existing internal API capabilities as well as existing and future AI and GenAI capabilities
- Design, recommend, and implement novel solutions for complex business problems
- Assess the effectiveness and accuracy of machine learning methods and techniques
- Design solutions that integrate with existing workflows that may include human-machine partnerships
- Coordinate and mentor junior Data Scientists
- Provide quality feedback and insightful guidance to cross-functional teams to design optimal solutions
- Adhere to sound software engineering practices
- Independently and collaboratively develop solutions and strategies to solve key business problems with minimal to no guidance
- Develop diagnostic tools related to understanding and optimizing the healthcare supply chain
- Take problems from idea to production-ready monitored applications
- Develop robust reusable software infrastructure
- Develop processes and tools to build, monitor, and analyze model performance
- Share results with all stakeholders and the broader community in an easily accessible and understandable way
- Build solutions that may combine many different data science methods such as clustering, parameter inference, feature design, feature discovery, feature engineering, classification, regression, visualization, etc.
Benefits
- Estimated salary range: $122,900 - $163,800
- The base salary range represents the anticipated low and high end of GHX’s salary range for this position
- The base salary is one component of GHX’s total compensation package for employees
- Other rewards and benefits include: health, vision, and dental insurance, accident and life insurance, 401k matching, paid-time off, and education reimbursement, to name a few