Senior Data Scientist - AI Services and Platforms - Highmark Health
Sacramento, CA
About the Job
Company :
Highmark Health
Job Description :
JOB SUMMARY
*Entirely Remote Work From Anywhere Role!*
We are seeking an experienced data science specialist to join our AI Services and Platforms team and drive the development of innovative AI (generative and predictive) based solutions for our enterprise stakeholders. The ideal candidate will have a proven track record of success in applying Generative AI and Predictive AI to solve complex business problems and create new opportunities. This role will play a pivotal role in driving our organization's digital transformation by harnessing the power of Generative AI and data science to extract valuable insights from vast and diverse datasets. We are looking for an individual with a deep understanding of Generative AI techniques, as well as strong data science and problem solving skills. Candidates should also have a strong interest in research and development and be eager to explore new ideas and contribute to the advancement of AI and GenAI in the healthcare technology space. This role requires a professional dedicated to staying on top of the latest Gen AI research like RAG, fine-tuning, etc., and is adept at applying them to create innovative products and services. They will also be an excellent communicator and able to clearly articulate their findings to business stakeholders.
ESSENTIAL RESPONSIBILITIES
+ Work directly with the business to understand their business processes and aims, then identify how analytical solutions could help deliver value for them. This would include being accountable for:
+ Outlining complex new use cases + creating high level impact estimates
+ Identifying data elements needed and where to get them (including proxies)
+ Assembling data sets independently using knowledge of Highmark operational and analytic data structures
+ Deliver the analytical solution to a complex business problem
+ Documenting objectives, assumptions and processes in line with our standards
+ Select and apply the appropriate advanced modeling/machine learning techniques to these data sets to deliver business insight, ensuring that the final analysis is well researched, accurate, and documented. This requires: Experience with a substantial number of advanced analytical techniques and proficiency in a few, evidenced by in-depth knowledge and delivery record (for example regression models, tree-based learning, neural networks, clustering techniques, natural language processing)
+ Consult with the business to contextualize and translate the results of our analysis in a form which the business can understand and act upon. This will include: Written reports, presentation and data visualizations, and draws clear lines between the high-level problem specifications for colleagues and stakeholders, the analyses performed, and how the results link directly back to business objectives, and work with colleagues to deliver implementation which drives frontline workflow.
+ Plan, prepare and deliver/coordinate all elements of the analysis at the direction of a manager in such a way that it is delivered on time, to a high standard and ready to implement on a production basis (including dissemination through the Organization's user systems). This includes identifying the best route to implementation (developing the analytical solution accordingly).
+ Research self- directed new analytical skills and approaches, building relationships internally and externally to transfer knowledge and maintain their position as subject matter experts, consult with fellow data scientists and analysts to guide analysis and deliver larger projects.
+ Other duties as assigned or requested.
EDUCATION
Required
+ Master's Degree in Analytics, Mathematics, Physics, Computer and Information Science, Engineering or closely related field OR Bachelor's degree in Analytics, Mathematics, Physics, Computer and Information Science, Engineering plus 3 years of experience in lieu of Master's degree
Preferred
+ None
EXPERIENCE
Required
+ 2 years Data Science
+ 0 (if PhD Education)
Preferred
+ Ability to stay abreast of the latest research in the field and identify new opportunities for innovation, experiment with new approaches and contribute to the development of novel applications of Generative AI.
+ 3+ years of experience with using Python for AI/ML development
+ Any experience with developing and deploying ML models on AWS Sagemaker, Azure ML, Vertex AI (preferred)
+ Experience or knowledge in building applications that leverage LLMs as a service, like Vertex AI LLM APIs (PaLM, Gemini), Azure OpenAI API, Amazon Bedrock.
+ Familiarity with LLM orchestration tools like LangChain, llamaindex for developing RAG based applications.
+ Ability to think creatively and collaborate to apply AI to solve business problems with multiple capabilities, including experience design, change management, and process reengineering.
+ Excellent communication and presentation skills to explain AI solutions to stakeholders
LICENSES AND CERTIFICATIONS
Required
+ None
Preferred
+ None
SKILLS
+ Analysis of business problems/needs
+ Analytical and Logical Reasoning/Thinking
+ Collaborative Problem Solving
+ Data Analysis with SQL, BigQuery
+ Statistical Analysis with Python, R
+ Written & Oral Presentation Skills
+ Basic proto-typing/front end skills
Language (other than English)
None
Travel Requirement
0% - 25%
PHYSICAL, MENTAL DEMANDS AND WORKING CONDITIONS
Position Type
Office-Based
Teaches / trains others regularly
Rarely
Travel regularly from the office to various work sites or from site-to-site
Never
Works primarily out-of-the office selling products/services (sales employees)
Never
Physical work site required
No
Lifting: up to 10 pounds
Frequently
Lifting: 10 to 25 pounds
Ocassionally
Lifting: 25 to 50 pounds
Rarely
_Disclaimer:_ _The job description has been designed to indicate the general nature and essential duties and responsibilities of work performed by employees within this job title. It may not contain a comprehensive inventory of all duties, responsibilities, and qualifications required of employees to do this job._
_Compliance Requirement:_ _This position adheres to the ethical and legal standards and behavioral expectations as set forth in the code of business conduct and company policies._
_As a component of job responsibilities, employees may have access to covered information, cardholder data, or other confidential customer information that must be protected at all times. In connection with this, all employees must comply with both the Health Insurance Portability Accountability Act of 1996 (HIPAA) as described in the Notice of Privacy Practices and Privacy Policies and Procedures as well as all data security guidelines established within the Company’s Handbook of Privacy Policies and Practices and Information Security Policy._
_Furthermore, it is every employee’s responsibility to comply with the company’s Code of Business Conduct. This includes but is not limited to adherence to applicable federal and state laws, rules, and regulations as well as company policies and training requirements._
Pay Range Minimum:
$92,300.00
Pay Range Maximum:
$170,800.00
_Base pay is determined by a variety of factors including a candidate’s qualifications, experience, and expected contributions, as well as internal peer equity, market, and business considerations. The displayed salary range does not reflect any geographic differential Highmark may apply for certain locations based upon comparative markets._
Highmark Health and its affiliates prohibit discrimination against qualified individuals based on their status as protected veterans or individuals with disabilities, and prohibit discrimination against all individuals based on their race, color, age, religion, sex, national origin, sexual orientation/gender identity or any other category protected by applicable federal, state or local law. Highmark Health and its affiliates take affirmative action to employ and advance in employment individuals without regard to race, color, age, religion, sex, national origin, sexual orientation/gender identity, protected veteran status or disability.
EEO is The Law
Equal Opportunity Employer Minorities/Women/Protected Veterans/Disabled/Sexual Orientation/Gender Identity ( _https://www.eeoc.gov/sites/default/files/migrated_files/employers/poster_screen_reader_optimized.pdf_ )
We endeavor to make this site accessible to any and all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please contact number below.
For accommodation requests, please contact HR Services Online at HRServices@highmarkhealth.org
California Consumer Privacy Act Employees, Contractors, and Applicants Notice
Req ID: J242939
Highmark Health
Job Description :
JOB SUMMARY
*Entirely Remote Work From Anywhere Role!*
We are seeking an experienced data science specialist to join our AI Services and Platforms team and drive the development of innovative AI (generative and predictive) based solutions for our enterprise stakeholders. The ideal candidate will have a proven track record of success in applying Generative AI and Predictive AI to solve complex business problems and create new opportunities. This role will play a pivotal role in driving our organization's digital transformation by harnessing the power of Generative AI and data science to extract valuable insights from vast and diverse datasets. We are looking for an individual with a deep understanding of Generative AI techniques, as well as strong data science and problem solving skills. Candidates should also have a strong interest in research and development and be eager to explore new ideas and contribute to the advancement of AI and GenAI in the healthcare technology space. This role requires a professional dedicated to staying on top of the latest Gen AI research like RAG, fine-tuning, etc., and is adept at applying them to create innovative products and services. They will also be an excellent communicator and able to clearly articulate their findings to business stakeholders.
ESSENTIAL RESPONSIBILITIES
+ Work directly with the business to understand their business processes and aims, then identify how analytical solutions could help deliver value for them. This would include being accountable for:
+ Outlining complex new use cases + creating high level impact estimates
+ Identifying data elements needed and where to get them (including proxies)
+ Assembling data sets independently using knowledge of Highmark operational and analytic data structures
+ Deliver the analytical solution to a complex business problem
+ Documenting objectives, assumptions and processes in line with our standards
+ Select and apply the appropriate advanced modeling/machine learning techniques to these data sets to deliver business insight, ensuring that the final analysis is well researched, accurate, and documented. This requires: Experience with a substantial number of advanced analytical techniques and proficiency in a few, evidenced by in-depth knowledge and delivery record (for example regression models, tree-based learning, neural networks, clustering techniques, natural language processing)
+ Consult with the business to contextualize and translate the results of our analysis in a form which the business can understand and act upon. This will include: Written reports, presentation and data visualizations, and draws clear lines between the high-level problem specifications for colleagues and stakeholders, the analyses performed, and how the results link directly back to business objectives, and work with colleagues to deliver implementation which drives frontline workflow.
+ Plan, prepare and deliver/coordinate all elements of the analysis at the direction of a manager in such a way that it is delivered on time, to a high standard and ready to implement on a production basis (including dissemination through the Organization's user systems). This includes identifying the best route to implementation (developing the analytical solution accordingly).
+ Research self- directed new analytical skills and approaches, building relationships internally and externally to transfer knowledge and maintain their position as subject matter experts, consult with fellow data scientists and analysts to guide analysis and deliver larger projects.
+ Other duties as assigned or requested.
EDUCATION
Required
+ Master's Degree in Analytics, Mathematics, Physics, Computer and Information Science, Engineering or closely related field OR Bachelor's degree in Analytics, Mathematics, Physics, Computer and Information Science, Engineering plus 3 years of experience in lieu of Master's degree
Preferred
+ None
EXPERIENCE
Required
+ 2 years Data Science
+ 0 (if PhD Education)
Preferred
+ Ability to stay abreast of the latest research in the field and identify new opportunities for innovation, experiment with new approaches and contribute to the development of novel applications of Generative AI.
+ 3+ years of experience with using Python for AI/ML development
+ Any experience with developing and deploying ML models on AWS Sagemaker, Azure ML, Vertex AI (preferred)
+ Experience or knowledge in building applications that leverage LLMs as a service, like Vertex AI LLM APIs (PaLM, Gemini), Azure OpenAI API, Amazon Bedrock.
+ Familiarity with LLM orchestration tools like LangChain, llamaindex for developing RAG based applications.
+ Ability to think creatively and collaborate to apply AI to solve business problems with multiple capabilities, including experience design, change management, and process reengineering.
+ Excellent communication and presentation skills to explain AI solutions to stakeholders
LICENSES AND CERTIFICATIONS
Required
+ None
Preferred
+ None
SKILLS
+ Analysis of business problems/needs
+ Analytical and Logical Reasoning/Thinking
+ Collaborative Problem Solving
+ Data Analysis with SQL, BigQuery
+ Statistical Analysis with Python, R
+ Written & Oral Presentation Skills
+ Basic proto-typing/front end skills
Language (other than English)
None
Travel Requirement
0% - 25%
PHYSICAL, MENTAL DEMANDS AND WORKING CONDITIONS
Position Type
Office-Based
Teaches / trains others regularly
Rarely
Travel regularly from the office to various work sites or from site-to-site
Never
Works primarily out-of-the office selling products/services (sales employees)
Never
Physical work site required
No
Lifting: up to 10 pounds
Frequently
Lifting: 10 to 25 pounds
Ocassionally
Lifting: 25 to 50 pounds
Rarely
_Disclaimer:_ _The job description has been designed to indicate the general nature and essential duties and responsibilities of work performed by employees within this job title. It may not contain a comprehensive inventory of all duties, responsibilities, and qualifications required of employees to do this job._
_Compliance Requirement:_ _This position adheres to the ethical and legal standards and behavioral expectations as set forth in the code of business conduct and company policies._
_As a component of job responsibilities, employees may have access to covered information, cardholder data, or other confidential customer information that must be protected at all times. In connection with this, all employees must comply with both the Health Insurance Portability Accountability Act of 1996 (HIPAA) as described in the Notice of Privacy Practices and Privacy Policies and Procedures as well as all data security guidelines established within the Company’s Handbook of Privacy Policies and Practices and Information Security Policy._
_Furthermore, it is every employee’s responsibility to comply with the company’s Code of Business Conduct. This includes but is not limited to adherence to applicable federal and state laws, rules, and regulations as well as company policies and training requirements._
Pay Range Minimum:
$92,300.00
Pay Range Maximum:
$170,800.00
_Base pay is determined by a variety of factors including a candidate’s qualifications, experience, and expected contributions, as well as internal peer equity, market, and business considerations. The displayed salary range does not reflect any geographic differential Highmark may apply for certain locations based upon comparative markets._
Highmark Health and its affiliates prohibit discrimination against qualified individuals based on their status as protected veterans or individuals with disabilities, and prohibit discrimination against all individuals based on their race, color, age, religion, sex, national origin, sexual orientation/gender identity or any other category protected by applicable federal, state or local law. Highmark Health and its affiliates take affirmative action to employ and advance in employment individuals without regard to race, color, age, religion, sex, national origin, sexual orientation/gender identity, protected veteran status or disability.
EEO is The Law
Equal Opportunity Employer Minorities/Women/Protected Veterans/Disabled/Sexual Orientation/Gender Identity ( _https://www.eeoc.gov/sites/default/files/migrated_files/employers/poster_screen_reader_optimized.pdf_ )
We endeavor to make this site accessible to any and all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please contact number below.
For accommodation requests, please contact HR Services Online at HRServices@highmarkhealth.org
California Consumer Privacy Act Employees, Contractors, and Applicants Notice
Req ID: J242939
Source : Highmark Health