[Remote] Senior Data Scientist - Retail at CVS Health

Atlanta, Georgia, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Retail, Health SolutionsIndustries

Requirements

Candidates must have 5+ years of data engineering experience, with at least 2 of those years in a data scientist capacity. A strong understanding of Neural Networks, kNN, natural language processing (NLP), and learn-to-rank (LTR) algorithms like LambdaMART, RankNet, and LightGBM is required. Proficiency in Python and machine learning libraries such as scikit-learn, TensorFlow, and PyTorch, along with experience in handling large datasets, developing scalable data pipelines, and conducting A/B testing, is essential. A Bachelor's degree or equivalent experience is also necessary. Familiarity with MLOps, LLMs, generative AI in search, e-commerce platforms, and user behavior modeling are preferred qualifications.

Responsibilities

The Senior Data Scientist will design, develop, and deploy machine learning models to enhance search relevance, ranking, and personalization for the e-commerce platform. Responsibilities include analyzing large-scale user interaction data, collaborating with engineering teams to integrate ML models into production search systems, and conducting A/B tests to evaluate algorithm performance. The role also involves developing NLP and deep learning models for improved query understanding and categorization, driving innovation in AI-powered search features, and mentoring junior data scientists.

Skills

Data Engineering

Data Science

Machine Learning

Neural Networks

kNN

Natural Language Processing (NLP)

Learn-to-Rank (LTR)

Search Relevance

Ranking

Personalization

User Interaction Data Analysis

Elasticsearch

A/B Testing

Deep Learning

Query Understanding

Product Categorization

Semantic Search

Autocomplete

Spell Correction

Recommendation Systems

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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