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Advance Auto Parts
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Data Scientist

Data Scientist

Advance Auto Parts

0 years

0 Lacs

hyderabad telangana india

Posted:2 days ago| Platform:

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Skills Required

data technology collaborative drive auto model development design regression optimization algorithms xgboost learning python pyspark tensorflow code scalability retrieval distillation collaboration communication integration monitoring visualization prototype test databricks visualize metrics drift agile engineering

Work Mode

On-site

Job Type

Full Time

Job Description

WHO WE ARE

Come join our Technology Team and start reimagining the future of the automotive aftermarket. We are a highly motivated tech-focused organization, excited to be amid dynamic innovation and transformational change. Driven by Advance’s top-down commitment to empowering our team members, we are focused on delighting our Customers with Care and Speed, through delivery of world class technology solutions and products.We value and cultivate our culture by seeking to always be collaborative, intellectually curious, fun, open, and diverse. You will be a key member of a growing and passionate group focused on collaborating across business and technology resources to drive forward key programs and projects building enterprise capabilities across Advance Auto Parts.

Key Responsibilities

Model Development & Technical Expertise

Design and implement predictive and prescriptive models for regression, classification, and optimization problems.
Apply advanced techniques such as structural time series modeling and boosting algorithms (e.g., XGBoost, LightGBM).
Develop and tune machine learning models using Python, PySpark, TensorFlow, and PyTorch.
Write efficient, production-ready code and frameworks optimized for scalability and deployment.
Familiarity of GenAI and agentic solutions, Retrieval-Augmented Generation (RAG) and model distillation is a plus.

Collaboration & Communication

Work closely with stakeholders to understand business challenges and translate them into data science solutions and work in the end-to-end solutioning.
Collaborate with cross-functional teams to ensure successful integration of models into business processes.

Monitoring & Visualization

Rapidly prototype and test hypotheses to validate model approaches.
Build automated workflows for model monitoring and performance evaluation.
Create dashboards using tools like Databricks and Palantir to visualize key model metrics like model drift, shapley values etc.

Agile Execution

Operate effectively in Agile environments, contributing to iterative development cycles and sprint planning.
Adapt quickly to changing priorities while maintaining high standards of quality and innovation.

Requirements

Bachelor's degree in Computer Science, Engineering, or a related field.

California Residents Click Below For Privacy Notice

https://jobs.advanceautoparts.com/us/en/disclosuresWe are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age national origin, religion, sexual orientation, gender identity, status as a veteran and basis of disability or any other federal, state or local protected class.

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Data Scientist