Lead Data Scientist (NLP & Computer Vision Focus) - Highmark Health
Sacramento, CA
About the Job
Company :
Highmark Health
Job Description :
JOB SUMMARY
*CANDIDATE MUST BE US Citizen (due to contractual/access requirements)*
This job builds new analytical solutions which inform business processes and operations at the heart of our advanced analytics capability. The incumbent designs, executes and synthesizes point analytics to support specific business questions, programs or initiatives predominantly related to unstructured medical documents. The incumbent is a data-driven problem solver who understands and utilizes the Organization's business partner’s strategies, goals and processes to answer critical business questions by leveraging and synthesizing the large volume and variety of data available to them. Draws on tools and methods from statistics and machine learning to perform analysis, create predictive models, visualize data, and drive projects through to delivery of the intended outcome. Continuously scans and tests new data sources, tools, and analytical techniques and partners with leading institutions and experts to contribute to our portfolio of next-generation analytic projects.
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.
+ Delivering the analytical solution to several complex business problems simultaneously.
+ Documenting objectives, assumptions and processes and enriching/expanding our standards as needed
+ 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: Proficiency of a substantial number of advanced analytical techniques and mastery of 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 a broad range of audiences, the analyses performed, and how the results link directly back to business objectives, and lead implementation which drives frontline workflow.
+ Plan, prepare and deliver/coordinate all elements of several analyses largely independently 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).
+ Expertise and in-depth understanding of subject, be the face of major projects within ED&A, external presence/earned credibility (conferences, white papers, local/national associations); mentoring/teaching others
+ Other duties as assigned or requested.
EDUCATION
Required
+ Master's degree in Analytics, Mathematics, Physics, Computer and Information Science, Engineering Technology or related field OR Bachelor's Degree + 3 years of relevant work experience in lieu of a Master's Degree
Preferred
+ PhD in Analytics, Mathematics, Physics, Computer and Information Science, Engineering Technology or related field
EXPERIENCE
Required
+ 5 years of Data Science
+ 3 years Data Science (if PhD Education)
Preferred
+ Natural Language Processing
+ Computer Vision
+ Experience in Healthcare/Health Insurance is a plus
LICENSES OR 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 Required
0% - 25&
PHYSICAL, MENTAL DEMANDS and WORKING CONDITIONS
Position Type
Office-Based
Teaches / trains others regularly
Occasionally
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
Occasionally
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:
$108,000.00
Pay Range Maximum:
$199,800.00
_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: J250489
Highmark Health
Job Description :
JOB SUMMARY
*CANDIDATE MUST BE US Citizen (due to contractual/access requirements)*
This job builds new analytical solutions which inform business processes and operations at the heart of our advanced analytics capability. The incumbent designs, executes and synthesizes point analytics to support specific business questions, programs or initiatives predominantly related to unstructured medical documents. The incumbent is a data-driven problem solver who understands and utilizes the Organization's business partner’s strategies, goals and processes to answer critical business questions by leveraging and synthesizing the large volume and variety of data available to them. Draws on tools and methods from statistics and machine learning to perform analysis, create predictive models, visualize data, and drive projects through to delivery of the intended outcome. Continuously scans and tests new data sources, tools, and analytical techniques and partners with leading institutions and experts to contribute to our portfolio of next-generation analytic projects.
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.
+ Delivering the analytical solution to several complex business problems simultaneously.
+ Documenting objectives, assumptions and processes and enriching/expanding our standards as needed
+ 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: Proficiency of a substantial number of advanced analytical techniques and mastery of 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 a broad range of audiences, the analyses performed, and how the results link directly back to business objectives, and lead implementation which drives frontline workflow.
+ Plan, prepare and deliver/coordinate all elements of several analyses largely independently 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).
+ Expertise and in-depth understanding of subject, be the face of major projects within ED&A, external presence/earned credibility (conferences, white papers, local/national associations); mentoring/teaching others
+ Other duties as assigned or requested.
EDUCATION
Required
+ Master's degree in Analytics, Mathematics, Physics, Computer and Information Science, Engineering Technology or related field OR Bachelor's Degree + 3 years of relevant work experience in lieu of a Master's Degree
Preferred
+ PhD in Analytics, Mathematics, Physics, Computer and Information Science, Engineering Technology or related field
EXPERIENCE
Required
+ 5 years of Data Science
+ 3 years Data Science (if PhD Education)
Preferred
+ Natural Language Processing
+ Computer Vision
+ Experience in Healthcare/Health Insurance is a plus
LICENSES OR 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 Required
0% - 25&
PHYSICAL, MENTAL DEMANDS and WORKING CONDITIONS
Position Type
Office-Based
Teaches / trains others regularly
Occasionally
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
Occasionally
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:
$108,000.00
Pay Range Maximum:
$199,800.00
_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: J250489
Source : Highmark Health
