CVS Health

Senior Data Scientist - Search and Personalization

Atlanta, Georgia, United States

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Healthcare, RetailIndustries

Requirements

Candidates must have 5+ years of Data Science experience, with at least 3 years focused on developing and implementing Neural Networks, kNN, natural language processing (NLP), and learn-to-rank (LTR) solutions in a production environment. A deep understanding of LTR algorithms like LambdaMART, RankNet, and LightGBM is required, along with strong Python programming skills and experience with machine learning libraries such as scikit-learn, TensorFlow, and PyTorch. Experience working with large datasets, developing scalable data pipelines, and conducting A/B testing for model performance measurement is also necessary. A Bachelor's degree or equivalent experience is required.

Responsibilities

The Senior Data Scientist will design and implement innovative Neural Networks, kNN, NLP, and LTR solutions to enhance the e-commerce search experience. Responsibilities include defining technical architecture, writing code, developing software components, and implementing complex functionalities. They will collaborate with the development team on high-level architectural decisions, propose design patterns, and ensure scalability and performance. The role involves integrating software components, writing and executing test cases, debugging, troubleshooting, and participating in agile development methodologies. Additionally, the Senior Data Scientist will explore new tools and techniques, create technical documentation, and share knowledge with team members.

Skills

Neural Networks
kNN
Natural Language Processing (NLP)
Learn-to-Rank (LTR)
Search Engine Optimization
Software Development
Scalability
Performance Optimization
Code Efficiency
System Integration
Testing
Debugging
Agile Methodologies

CVS Health

Comprehensive pharmacy and healthcare services

About CVS Health

CVS Health operates a large network of retail pharmacies and walk-in medical clinics across the United States, providing a variety of health-related products and services. Their offerings include prescription medications, over-the-counter health products, and beauty items, as well as pharmacy benefits management and specialty pharmacy services. CVS Health's integrated business model allows them to serve individual consumers, businesses, and communities effectively, with a focus on improving health outcomes and reducing healthcare costs. Unlike many competitors, CVS Health combines pharmacy services with medical care, making it easier for patients to access quality healthcare. The company's goal is to enhance access to healthcare and support individuals in achieving better health.

Woonsocket, Rhode IslandHeadquarters
1963Year Founded
DEBTCompany Stage
Healthcare, Consumer GoodsIndustries
10,001+Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
Disability Insurance
401(k) Retirement Plan
Company Equity
Wellness Program
Professional Development Budget
Paid Vacation
Paid Holidays

Risks

Legal challenges related to opioid prescriptions could harm CVS's reputation and finances.
The DOJ's intervention in a whistleblower lawsuit may increase legal costs for CVS.
The Horizon Organic Milk recall exposes potential vulnerabilities in CVS's supply chain.

Differentiation

CVS Health operates over 9,600 retail pharmacies and 1,100 walk-in clinics nationwide.
The company integrates pharmacy benefits management with specialty pharmacy services for comprehensive care.
CVS Health offers tailored medication plans through personalized medicine and pharmacogenomics.

Upsides

Expansion of telehealth services allows CVS to reach more patients remotely.
Increased consumer interest in wellness boosts demand for CVS's health-related products.
The trend towards value-based care aligns with CVS's integrated healthcare approach.

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