Machine Learning Data Scientist
Apple
Sunnyvale, California, United States of America
Full-time, Regular
Posted 1 week ago
Onsite
About the role
The Video Engineering Data Analytics and Quality (DAQ) group is looking for an experienced Data Scientist with a strong background in computer vision, machine learning, and multi-modal LLM (MM-LLM) to join our dynamic team.
Responsibilities
- Evaluate ML & MM-LLM Models: Analyze and validate computer vision, multi-modal, and large language models to ensure they meet accuracy, robustness, and usability standards.
- Develop Metrics: Design and implement metrics to measure the efficiency and accuracy of models.
- Failure Analysis: Conduct in-depth analysis on model failures across CV and MM-LLM pipelines to surface root causes and improvement areas.
- Data Processing: Clean, transform, and curate large-scale datasets for model evaluation and benchmarking.
- Model Optimization: Apply innovative techniques to optimize models for scalability and real-world deployment.
- Collaborate multi-functionally: Work closely with cross-functional teams, including software engineers, product managers, and other data scientists, to integrate models into production.
- Communicate Results: Present findings clearly and effectively to collaborators across levels of technical understanding.
Requirements
- Proven background in data science, machine learning, computer vision and statistical data analysis.
- Advanced programming skills in data manipulation & processing (SQL & Python preferred).
- Demonstrated experience in in-depth analysis of machine learning model failures.
- Experience crafting, conducting, analyzing, and interpreting experiments and investigations.
- Expertise in data wrangling and developing data visualizations & reporting with toolings such as Tableau, Superset, AWS etc.
Benefits
- Comprehensive medical and dental coverage
- Retirement benefits
- Range of discounted products and free services
- Reimbursement for certain educational expenses
- Discretionary bonuses or commission payments
- Relocation assistance
About the Company
Apple is an equal opportunity employer that is committed to inclusion and diversity.
Job Details
Salary Range
$147,400 - $272,100/yearly
Location
Sunnyvale, California, United States of America
Employment Type
Full-time, Regular
Original Posting
View on company website