Principal, Data Scientist
Job title: Principal, Data Scientist in Sunnyvale, CA at Walmart
Company: Walmart
Job description: Position Summary... Join Walmart's CDI team for the chance to work on Customer Data within Walmart for solving complex retail problems/challenges. Utilize deep learning methods and architectures to build and deploy models for Customer Segmentation, Ethical AI, etc. Will also be working on causal inference problems for scenario-based adjustment.What you'll do...
- Lead high-visibility projects in the areas of customer Segmentation, Ethical AI, Customer Identity.
- Develop Deep learning and GenAI integrated models and NLU interfaces and guide a team of Data scientists as a technical lead.
- Develop data science systems and tools for retail & e-commerce applications:
- Leverage LLMS to summarize and build large scale chat applications
- Train large scale neural networks and deploy them as a automated batch pipelines using airflow.
- Deploy large scale forecasting pipelines modeling thousands of time series using batch pipelines
- Establish cross-functional relationships to maintain win-win situation for the corporation
- Collaborate with various product stake holders and business owners to formulate and productionize a solution.
- Master's degree or PHD in Computer Science, Information Technology, Statistics, Economics, Analytics, Mathematics, or related field and 5 years' experience in an analytics related field.
- Have deep understanding on neural networks, attention architecture and other DL and ML concepts. Familiar with statistical models, such as linear models, generalized linear models, experiment design, and testing.
- Have experience working in building AI models. Experience working in Customer segmentation space or Customer data space and Ethical AI.
- Have experience working with, and fine-tuning LLMs
- Proven records of solving business problems using deep learning and machine learning methods.
- Familiar with some of the DL packages such as Pytorch, Keras, Tensorflow
- Strong software development skills in languages such as Python, SQL, R, Scala, Java
- Have experience in involving in deployment and production process.
- Have experience working with cross-functional teams, such as engineering and product teams.
- Experience with Big Data processing and feature engineering using Spark
- Experience with training machine learning models through Cloud Services including Google Cloud Platform and Microsoft Azure
- Hands on experience of designing and training large DL models on GPU farm
- Causal inference expertise and experiences
- Problem solver with can-do attitude, not afraid of facing new problems, technical challenges, delivery pressures
- Ability to clearly define problems, models and constraints from informal and flexible business requirements
- Tech leadership with teamwork spirit, quick adaptation to new environment
- Form collaborative working environment.
- Multiple health plan options, including vision & dental plans for you & dependents
- Financial benefits including 401(k), stock purchase plans, life insurance and more
- Associate discounts in-store and online
- Education assistance for Associate and dependents
- Parental Leave
- Pay during military service
- Paid Time off - to include vacation, sick, parental
- Short-term and long-term disability for when you can't work because of injury, illness, or childbirth
Expected salary:
Location: Sunnyvale, CA
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