Data Science Analyst
Secaucus, NJ 
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Posted 13 days ago
Job Description

Recognized by FORTUNE magazine as one of the "World's Most Admired Companies," Quest Diagnostics () is the world's leading provider of diagnostic testing, information and services that doctors and patients need to make better healthcare decisions. We are pioneers in developing innovative diagnostic tests and advanced healthcare information technology solutions that help improve patient care.

With corporate headquarters in Secaucus, NJ, Quest Diagnostics is a Fortune 500 company traded on the New York Stock Exchange (NYSE: DGX) and included in the Dow Jones Sustainability World Index, with 2022 revenues of $9.88 billion.

The Role

Healthcare Analytics Solutions (HAS) is an innovative team within Quest Diagnostics that leverages Quest data to develop products and services to improve outcomes in healthcare across many different markets (Pharma, Clinical Trials, Health Plans/Payers, Hospitals/Health Systems, and Public Health agencies).

The Data Science Analyst is responsible for leading advanced analytics in support of the Healthcare Analytics Solutions product portfolio. In this role, the Data Science Analyst will leverage their experience preparing large datasets and applying a variety of data science methods to analyze data, develop insights, and deploy analytics services and products. The anlayst will also be responsible for using the spectrum of data science fields of study, including descriptive, diagnostic, and predictive analytics, to address the biggest challenges facing each market.

The analyst must be a subject matter expert in their respective domain. Prior experience and knowledge of data and analytics within the healthcare industry are critical to the role. This includes a proficiency in accumulating disparate data sources into structured forms to facilitate predictive analytics. The successful candidate will also support training and mentoring of other HAS data scientists in advancing their analytics capabilities.


  • Work with a cross-functional team of analysts, medical doctors, business leaders, and IT professionals to develop and deliver informatics and analytics products and services utilizing data from the Quest Diagnostics lab data and a variety of healthcare related data sources.
  • Work on the curation of data sets from Quest and non-Quest data sources in support of deriving business insights driven by advanced analytics. Ensures data sets are of high quality and integrity for the target analytics.
  • Collaborate on the development, evaluation, and deployment of machine learning models including classification, regression, and forecasting for use in products and services.
  • Work through on-time and high-quality delivery of client/customer facing data and analytics components of HAS products.
  • Establish production machine learning capabilities such as performance tracking, drift monitoring, and bias detection.
  • Integrates advanced analytics and machine learning models into business products and services such as batch reporting, business intelligence dashboards, and real-time analytics.
  • Partner with the team on the creation of standard operating procedures and technology patterns within the HAS data science team.
  • Leverage data visualization tools and software to present large amounts of information in charts, graphs, or other diagrams that are easy to interpret and spot patterns, trends, and correlations.
  • Uses unsupervised learning techniques including clustering and anomaly detection to uncover insights within healthcare data sets.
  • Partner with the team on the delivery of HAS analytics initiatives with high-level and ambiguous goals to advance the analytics capabilities of HAS.
  • Support the creation of customer contracts as related to data & analytics.
  • Represent HAS data science as a Subject Matter Expert in enterprise projects that enable the use of data for analytics across Quest. This requires collaborating with business and technical teams to propose solutions and/or leverage new technologies to advance data and analytics capabilities.
  • Builds and presents training to other data scientists related to advanced analytics topics such as machine learning algorithms, analytics technology, and best practices to grow team knowledge.
  • Develop trusted relationships with data and analytics counterparts with clients and customers.
  • Effectively summarize and communicate results, in written and presentation formats, from analysis to a diverse set of audiences with varying backgrounds and technical skills.
  • Support hiring processes by referring individuals and giving hiring feedback during the interview process.
  • Develops experimental designs to support the evaluation of pilot products and features.
  • Support onboarding and training of new analytics team members, including setting up onboarding benchmarks to help grow team capacity.

  • A Bachelor Degree from an accredited college or university in a related area of Data Science, Statistics, Computer Science, Mathematics, Economics, or Information Technology.
  • Analytics Certifications such as AWS SageMaker, SAS, or DataBricks.
  • 5 - 7 years of experience performing data analysis, preferably data mining, pattern recognition, statistical, and/or mathematical programming and modeling to very large health-related structured and unstructured data sets such as lab test data, claims data, and prescription data.
  • 5 - 7 years of professional analytics programming experience, preferably in the healthcare industry, using SQL, SAS, and Python to query data, prepare cleaned data sets, perform exploratory analysis, develop analytics models, and deploy artifacts for integration with products and services.
  • 5 - 7 years of experience incorporating machine learning concepts such as feature engineering, data sampling, drift detection, data leakage, and model explainability into analytics results.
  • 2+ years of experience building and deploying predictive analytics models into production processes & products.
  • 2+ years of experience in developing analytics solutions in a cloud environment using modern data science tools such as AWS, Azure, or GCP.
  • Experience with healthcare industry applications of predictive analytics for business problems. Examples include patient journey analysis, condition diagnosis and progression modeling, EHR analysis, clinical decision support, and population health trends.
  • Experience using interactive data visualization and BI tools such as Tableau, AWS QuickSight, or Microsoft PowerBI.
  • Familiarity and experience working with Agile methodologies.
  • Experience supporting the creation of SOWs and Contracts.
  • Expertise in Predictive Analytics algorithms and associated technology.
  • Expertise in data curation techniques and data quality evaluation methodology.
  • Expertise in feature engineering techniques.
  • Expertise in analytics-oriented languages, frameworks, and software such as SAS, Python, and SQL.
  • Experience with big data analytics, preferably in cloud technologies such as Snowflake, AWS, GCP, and Azure.
  • Advanced knowledge of the latest machine learning and data visualization tools and methods as applied in business contexts.
  • Exceptional communication skills and executive presence; comfortable interacting and presenting with senior executives.
  • Superb relationship-building capabilities.
  • Strong ability to work on multiple projects simultaneously, balancing priorities, and work on cross-functional teams.
  • Minimal travel required.
About Quest Diagnostics

The company offers the broadest access to diagnostic testing services through its network of laboratories and patient service centers and provides interpretive consultation through its extensive medical and scientific staff. Quest Diagnostics also provides services to employers, life insurance companies, other commercial labs, clinics, health plans, government agencies, and organizations involved in clinical trials research.

Awards/Recognitions
  • FORTUNE magazine's "World's Most Admired Companies" list for 9 consecutive years; one of only five companies to attain Most Admired status in the "Health Care, Pharmacy and Other Services" industry
  • Fortune magazine's Fortune 500 list
  • Forbes Global 2000
  • Forbes' America's Best Employers List for third consecutive year
  • Forbes 2020 America's Best Employers for Women for second consecutive year
  • S&P 500
  • Barron's 500
  • Member of the Dow Jones Sustainability World Index
  • Included in the FTSE4Good, Calvert, and Ocean Tomo sustainability indices
  • Listed in the most recent Newsweek Green Rankings
  • Consistently named one of the best places to work in S. business journal rankings
  • Named a DiversityInc Noteworthy Company for third consecutive year
  • Listed on the Disability Equality Index (DEI), a joint initiative of the American Association of People with Disabilities (AAPD) and the US Business Leadership Network (USBLN), recognizing companies for prioritizing the inclusion of people with disabilities
  • Named Top 23 'Best Places to Work for LGBTQ Equality' in New Jersey
  • Named a Best Place to Work for LGBTQ Equality by scoring a perfect 100 on the Human Rights Campaign Foundation's 2021 Corporate Equality Index (CEI) for the fifth consecutive year.
  • Achieved Cancer Gold Standard accreditation from the CEO Roundtable on Cancer, recognizing our actions to reduce the cancer risk of employees and their families
  • Received Everett Koop National Health Award for Efforts to Promote Employee Health in 2020

Diagnostic Testing Services

Quest Diagnostics is the world's leading provider of diagnostic testing, information, and services that patients and doctors need to make better healthcare decisions. Their services range from routine blood tests - such as total cholesterol, Pap testing and white blood cell count - to complex, gene-based and molecular testing. They perform medical tests that aid in the diagnosis or detection of diseases, measure the progress or recovery from a disease or confirm that an individual is free from disease. In addition, they have specialized expertise in cancer, cardiovascular diseases, infectious diseases, and neurology.

Outlook

In the $60 Billion and growing US Diagnostic Testing Market, Quest Diagnostics is the leader. Quest Diagnostics' reputation as a leading innovator, provider of high value, low-cost solutions and its financial strength and flexibility make it well positioned to capitalize on the evolving healthcare landscape.

Quest Diagnostics' long-term strategy is to become the undisputed world leader in diagnostic testing, information, and services. To drive this profitable growth, Quest Diagnostics plans to leverage capabilities to create differentiation:

  • Deliver Innovative Solutions
  • Leverage their Unparalleled Access and Distribution Network
  • Expand their relationships with large payors and health systems
  • Deliver Superior Patient Experiences

To Apply

Please log in or register to upload a resume and complete the online application by visiting , clicking "Job Search" and following the prompts. Because of the large number of applicants to job openings, Quest Diagnostics will only contact qualified candidates for interviews.


Quest Diagnostics is an equal employment opportunity employer. Our policy is to recruit, hire and promote qualified individuals without regard to race, color, religion, sex, age, national origin, disability, veteran status, sexual orientation, gender identity, or any other status protected by state or local law. Quest Diagnostics observes minimum age requirements established by federal, state and/or local laws, and will ask an applicant for verification when deemed necessary. 

 

Job Summary
Start Date
As soon as possible
Employment Term and Type
Regular, Full Time
Required Education
Bachelor's Degree
Required Experience
5 to 7 years
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