Senior Data Scientist, Input Experience Analytics (apple)
apple Cupertino, United States
2024-10-27
Job posting number: #153697 (Ref:apl-200573414)
Job Description
Summary
View Orignal JOB on: italents.net
At Apple, our goal is to provide an effortless input experience to everyone, across languages and modalities, with world-class intelligence at the core. The Input Experience organization is directly responsible for text and image input across platforms. We also work very closely with our partner organizations to deliver exceptional features, products, and experiences to our customers.
As we harness the power of Apple intelligence (AI), our organization is at the heart of this revolution, shaping seamless input solutions across platforms. With new AI features, such as Writing Tools, Smart Reply and Genmoji, we are redefining how people communicate and express themselves!
As we harness the power of Apple intelligence (AI), our organization is at the heart of this revolution, shaping seamless input solutions across platforms. With new AI features, such as Writing Tools, Smart Reply and Genmoji, we are redefining how people communicate and express themselves!
Description
We are looking for an experienced Data Scientist to help us uncover insights about how Apple customers experience our technologies. This includes but is not limited to:
Evaluating the accuracy of algorithms like Inline Prediction and Proofread
Understanding feature usage, such as engagement with Image Playground
Mining user feedback data to identify model soft spots
Evaluating the accuracy of algorithms like Inline Prediction and Proofread
Understanding feature usage, such as engagement with Image Playground
Mining user feedback data to identify model soft spots
Minimum Qualifications
- Master’s degree or PhD in Data Science, Statistics, Engineering or other technical field, plus 7+ years of proven experience building data-driven solutions to solve business problems, especially around launching of new products and services
- Solid experience with computer vision machine learning
- A deep passion for generative models and experience in using them to create applications
- Strong scripting language skills for data processing and development (e.g., Python), strong data-querying skills (SQL and/or Splunk, etc.), and experience with big data
- Designing A/B experiments and conducting statistical analysis
- Proven experience working with Tableau or similar data visualization technologies as well as the ability to design striking and informative dashboards and reports
Key Qualifications
Preferred Qualifications
- Excellent communication and presentations skills, including the ability to clearly explain difficult technical topics to business partners and executives
- Ability to dive into the details on product features and underlying architecture in order to define metrics and success criteria, working closely with feature engineering teams
- Project leader that can continuously move multiple cross-functional projects forward with a track record of delivering on time
- Ability to work cross-functionally with User Studies, Design, Marketing, and application development teams to deliver meaningful insights
- Experience and passion for mentoring junior team members
- Experience or interest in working across different global cultures and languages
- Knowledge or interest in of non-English languages (e.g, Cantonese, Thai, Arabic)
- Experience with Spark or PySpark applications
- Experience with natural language processing (NLP)
