Data Scientist @ Advance Auto Parts
placeHyderabad, Telangana, India
attach_money $120,000
businessOn Site
scheduleFull Time
Posted 20 hours ago
Your Application Journey
Interview
Email Hiring Manager
******* @advanceautoparts.com
Recommended after applying
Job Details
About Advance Auto Parts
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. Our commitment is to empower our team members and delight our customers through world class technology solutions.
Key Responsibilities
- Model Development & Technical Expertise: Design and implement predictive and prescriptive models for regression, classification, and optimization problems using advanced techniques such as structural time series modeling and boosting algorithms like XGBoost and LightGBM.
- Machine Learning Implementation: Develop and tune models using Python, PySpark, TensorFlow, and PyTorch, writing efficient, production-ready code.
- Collaboration & Communication: Work closely with stakeholders to translate business challenges into data science solutions and integrate models into business processes.
- Monitoring & Visualization: Rapidly prototype, create automated workflows for model monitoring, and build dashboards with tools like Databricks and Palantir.
- Agile Execution: Contribute to iterative development cycles in Agile environments, adapting to changing priorities while maintaining high standards.
Requirements
Bachelor's degree in Computer Science, Engineering, or a related field.
Additional Information
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Key skills/competency
- Data Science
- Machine Learning
- Python
- PySpark
- TensorFlow
- PyTorch
- Predictive Modeling
- Boosting Algorithms
- Agile
- Dashboarding
How to Get Hired at Advance Auto Parts
🎯 Tips for Getting Hired
- Research Advance Auto Parts: Explore the company’s tech projects and culture.
- Customize your resume: Highlight data science and machine learning skills.
- Showcase projects: Include practical examples of model development.
- Prepare for coding: Practice Python, TensorFlow and agile scenarios.
📝 Interview Preparation Advice
Technical Preparation
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Review Python and PySpark libraries.
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Practice TensorFlow and PyTorch coding.
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Study boosting algorithms and model tuning.
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Work on dashboarding techniques with Databricks.
Behavioral Questions
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Explain teamwork in crisis situations.
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Describe adapting to shifting project priorities.
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Discuss effective communication with stakeholders.
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Share experience in agile environments.
Frequently Asked Questions
What technical skills are essential for a Data Scientist at Advance Auto Parts?
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How does Advance Auto Parts integrate data science into business processes?
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What agile practices are expected for the Data Scientist role?
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Is experience with GenAI or agentic solutions important?
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What level of education is required for this Data Scientist position at Advance Auto Parts?
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