Analytics Engagement - Principal Data Scientist
Employment Type: Full-Time
This principal level Lead Data Scientist will leverage Kaiser Permanente's extensive data assets to drive towards impactful AI solutions and develop predictive models for clinical workflows across KP's markets. This individual utilizes scientific and statistical methods to develop deep insights from complex, disparate datasets, works with ML engineers to develop proof of concept models and harden champion models for production implementation, with stakeholders to implement them as seamless end user solutions, and will develop model monitoring and continuous improvement techniques to maintain peak model performance.
This individual will perform ML Ops and inform feature engineering through established data science tools, a practical ability to design and develop models using AI techniques, and mastery of model training methodologies. This leader interprets model results based on statistically supported hypotheses, provides documentation and demonstration to solicit stakeholder input and will balance these criteria when selecting the best final model. Data modeling in healthcare and experience working with electronic health record systems (e.g., Epic) and patient records will differentiate candidates.
Come join a dynamic, high performing team in a flexible work environment to solve real world problems that serve Kaiser Permanente's mission improving the health of our members and communities we serve!
This senior level employee is primarily responsible for translating business requirements and functional specifications into software solutions, for contributing to and leveraging the technical direction for the development of integrated business and/or enterprise application solutions, and for serving as a technical expert for project teams while providing consultation to help ensure new and existing software solutions are developed.
* Conducts or oversees business-specific projects by applying deep expertise in subject area; promoting adherence to all procedures and policies; developing work plans to meet business priorities and deadlines; determining and carrying out processes and methodologies; coordinating and delegating resources to accomplish organizational goals; partnering internally and externally to make effective business decisions; solving complex problems; escalating issues or risks, as appropriate; monitoring progress and results; recognizing and capitalizing on improvement opportunities; evaluating recommendations made; and influencing the completion of project tasks by others.
* Practices self-leadership and promotes learning in others by building relationships with cross-functional stakeholders; communicating information and providing advice to drive projects forward; influencing team members within assigned unit; listening and responding to, seeking, and addressing performance feedback; adapting to competing demands and new responsibilities; providing feedback to others, including upward feedback to leadership and mentoring junior team members; creating and executing plans to capitalize on strengths and improve opportunity areas; and adapting to and learning from change, difficulties, and feedback.
* As part of the IT Engineering job family, this position is responsible for leveraging DEVOPS, and both Waterfall and Agile practices, to design, develop, and deliver resilient, secure, multi-channel, high-volume, high-transaction, on/off-premise, cloud-based solutions.
* Provides insight into recommendations for technical solutions that meet design and functional needs.
* Translates business requirements and functional specifications into physical program designs, code modules, stable application systems, and software solutions by partnering with Business Analysts and other team members to understand business needs and functional specifications.
* Ensures appropriate translation of business requirements and functional specifications into physical program designs, code modules, stable application systems, and software solutions by partnering with Business Analysts and other team members to understand business needs and functional specifications.
* Serves as an expert for innovative technical solutions that meet design and functional needs.
* Facilitates and serves as a technical expert for project teams throughout the release schedule of business and enterprise software solutions.
* Builds and maintains trusting relationships with internal customers, third party vendors, and senior management to ensure the alignment, buy-in, and support of diverse project stakeholders.
* Recommends complex technical solutions that meet design and functional needs.
* Collaborates with architects and/or software consultants to ensure functional specifications are converted into flexible, scalable, and maintainable solution designs.
* Provides expertise and guidance to team members for systems incident responses for complex issues.
* Provides implementation and post-implementation triage and support of business software solutions by programming and/or configuring enhancements to new or packaged-based systems and applications.
* Reviews and validates technical specifications and documentation.
* Identifies specific interfaces, methods, parameters, procedures, and functions to support technical solutions while incorporating architectural designs.
* Supports component integration testing (CIT) and user acceptance testing (UAT) for application initiatives by providing triage, attending test team meetings, keeping the QC up-to-date, performing fixes and unit testing, providing insight to testing teams in order to ensure the appropriate depth of test coverage, and supporting the development of proper documentation.
* Leads systems incident support and troubleshooting for complex and non-complex issues.
* Identifies specific interfaces, methods, parameters, procedures, and functions, as required, to support technical solutions serving as an escalation point for complex or unresolved issues related to requirements translation.
* Develops and validates complex testing scenarios to identify application errors and ensure software solutions meet functional specifications.
* Participates in all software development lifecycle phases by applying comprehensive understanding of company methodology, policies, standards, and internal and external controls.
* Develops, configures, or modifies basic to moderately complex integrated business and/or enterprise application solutions within various computing environments by designing and coding component-based applications using programming languages.
* Provides consultation to help ensure new and existing software solutions are developed with insight into industry best practices, strategies, and architectures.
* Builds partnerships with IT teams and vendors to ensure written code adheres to company architectural standards, design patterns, and technical specifications.
* Leads the development, validation, and execution of testing scenarios to identify application errors and ensure software solutions meet functional specifications.
* Leads, mentors, and trains other technical resources to develop software applications.
* Minimum five (5) years experience working on project(s) involving the implementation of solutions applying development life cycles (e.g., SDLC).
* Minimum two (2) years in a technical leadership role with or without direct reports.
* Bachelor's degree in Computer Science, CIS, or related field and Minimum eight (8) years experience in software development or a related field. Additional equivalent work experience may be substituted for the degree requirement.
* Four (4) years experience in systems analysis, including defining technical requirements and performing high level design for complex solutions.
* Three (3) years experience working with Git source code control.
* One (1) year experience in data modeling and analytics.
* Three (3) years of development experience with Git
* Master's degree in Computer Science, CIS, or related field.
Primary Location: California,Pleasanton,Pleasanton Tech Cntr Building F Scheduled Weekly Hours: 40 Shift: Variable Working Hours Start: 8:00 AM Working Hours End: 4:30 PM Job Schedule: Full-time Job Type: Standard Employee Status: Regular Employee Group/Union Affiliation: NUE-IT-01|NUE|Non Union Employee Job Level: Individual Contributor Specialty: IT ENG Applications Department: Analytics Engagement AI Travel: Yes, 5 % of the Time
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