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Apple Machine Learning Engineer - Apple Maps Navigation United States, California, Cupertino 798578655
21.11.2024
Description
Key responsibilities may include but are not limited to: - Designing, implementing, and maintaining algorithms and ML models for traffic prediction to support navigation decisions- Developing and improving ML pipelines for model training, evaluation, and deployment in real-time and batch environments- Continuously monitoring and improving model performance through experimentation and analysis- Leading the iterative and data-driven research and exploration of new approaches for existing or new areas of consideration- Communicating timelines and set expectations with others under uncertainty- Building necessary tools to analyze traffic and increase the usability of our systems
Minimum Qualifications
- BS in Computer Science, Machine Learning, or related fields and 5+ years post grad experience in a related role
- Strong programming skills in Python, with experience in ML frameworks such as TensorFlow or PyTorch
- Experience with serving and deploying ML models at scale
- Proficiency in working with SQL/NoSQL databases
- Proficiency in Scala, Java, and/or C++
- Excellent problem solving and analytical skills, valuing a scientific approach by using experimentation and critical thinking to drive and validate high-quality results
- Excellent communication skills and ability to adapt quickly in a dynamic, fast-paced environment
Preferred Qualifications
- MS plus 4 years post-grad work experience or PhD plus 2 years post-grad experience in Computer Science, Machine Learning, or related fields
- Consistent record in machine learning, validated through relevant industry experiences and/or publications in premier conferences or journals
- Experience with large-scale data processing systems (e.g., Spark, Hadoop, Cassandra, Kafka)
- Experience with geospatial data analysis and modeling or transportation science
- Domain expertise in transportation, navigation, or time series prediction
- Experience with cloud technologies and distributed systems
Pay & Benefits
- At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $175,800 and $312,200, and your base pay will depend on your skills, qualifications, experience, and location.Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.
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