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Apple Machine Learning Research Engineer- Apple Services Engineering Singapore 148579135
Yesterday
Our engineers have created some tough acts to follow, and they continue to lead us to innovative breakthroughs. Because they’re driven not by what would be easy, but by what would be amazing.As a member of the Apple Media Products Search team you will be working on various components of the Search platform - query analysis, content understanding, web knowledge and large language models.
- Be responsible for improving search recall and precision.- Use big data technology like Hadoop, Spark, Scala to evaluate and prioritize content discovery features.- Conduct AB Tests to ensure we pick the best winning variant.- Ensure successful deployment of features, code, data, and models in production.- Work on Natural Language Processing (NLP), Tokenization, Stemming, and Lemmatization, mining synonyms, etc.- Improve Search Recall, Text Indexing, Query Understanding, and Search Personalization- Design & Implement solutions for automated unit and integration tests that enable continuous integration and delivery- On all devices (macOS, iOS, tvOS, watchOS, Siri/HomePod)- And dozen’s of languages (from Arabic to Russian and everything in between)
- 5+ years of relevant industry experience
- Bachelors in Computer Science or related field, Masters or PhD preferred.
- Strong programming skills in any of these Go/Scala/Python
- Experience building big data pipelines with Python, Scala, and Spark
- Experience with Machine Learning techniques and related projects
- Passion - Our customers love what we do at Apple and we want the same from our engineers
- Experience with Search, Machine Learning, and Large Language Models
- Deep understanding of the search and information retrieval fundamentals including text processing, auto-correction, query understanding and content retrieval
- Experience building search features
- Familiarity with A/B experimentation and data/metric-driven product development
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