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Data Scientist
2 months ago
We are seeking a highly skilled Data Scientist to join our Search and BuyBox algorithm team at Walmart. As a key member of our team, you will play a critical role in developing and implementing machine learning algorithms to optimize the performance of our Search and BuyBox systems.
Key Responsibilities- Design and implement machine learning algorithms to optimize the performance of our Search and BuyBox systems, ensuring the most relevant and competitive offers and products are presented to customers.
- Build, validate, test, and deploy predictive models using machine learning techniques to understand, explain, or predict customer and seller behavior, and solve a variety of business and engineering problems.
- Identify, collect, and explore the right data used for predictive modeling and algorithm development, particularly related to offer ranking, product relevancy, and seller performance.
- Perform and lead developments using machine learning techniques in one or more of the key areas like information retrieval and ranking, natural language processing, computer vision, entity recognition, and product classification.
- Collaborate with various teams to understand the impact of Search and BuyBox on customer behavior and overall business performance, and continuously improve the systems to meet strategic business goals.
- 3+ years of work and research experience in the machine learning field, coupled with a deep understanding of machine learning and an interest in applying it at scale.
- Experience with data cleaning, preparation, and featurization and selection techniques.
- Experience in working with large datasets to solve problems.
- Experience with deep learning libraries such as TensorFlow and/or PyTorch is highly desirable, as is experience with Spark and/or Hadoop.
- Hands-on experience with Python, Java or Scala, and the ability to write reusable and efficient code to automate machine learning pipelines and data processes.
- Effective communication, interpersonal and teamwork skills.
- The ability to handle multiple concurrent projects while working independently and in teams.
- The ability to work in a fast-paced, deadline-driven environment.
- A Ph.D. or M.S. in Computer Science, Statistics, Artificial Intelligence, Operations Research, Mathematics, Electrical Engineering, Computational Linguistics, or related fields.
At Walmart, we offer competitive pay as well as performance-based bonus awards and other great benefits for a happier mind, body, and wallet. Health benefits include medical, vision and dental coverage. Financial benefits include 401(k), stock purchase and company-paid life insurance. Paid time off benefits include PTO (including sick leave), parental leave, family care leave, bereavement, jury duty, and voting. Other benefits include short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more.
Additional CompensationThe annual salary range for this position is $110,000.00-$220,000.00. Additional compensation includes annual or quarterly performance bonuses. Additional compensation for certain positions may also include stock.
