Data Scientist, Maps Evaluation

Apple Apple · Big Tech · Cupertino, CA +1 · Software and Services

Data Scientist focused on the deep evaluation of Apple Maps search services, features, monetization initiatives, and Apple Business. This role involves defining success metrics, evaluating product performance, understanding user behavior, and driving data-informed decisions through experiment design, A/B testing, funnel analysis, exploratory data analysis, AI/ML modeling, and data mining.

What you'd actually do

  1. Build data products (feature datasets, analyses, models, etc.) and scalable tools (typically in Python or Scala) to drive hypothesis generation and support collaborative decision-making with our partner teams in Product, Design, Engineering, and Marketing
  2. Design, create and validate actionable metrics, at both the component level and to measure overall user engagement and experience
  3. Support monetization strategy by analyzing user behavior, product performance, and business opportunities
  4. Design effective analyses or experiments for evaluating complex data, machine learning-based systems, and measure how monetization efforts affect user engagement and satisfaction
  5. Develop models and analyses to mine large volume of data, extract insights, and recommend opportunities for product improvements

Skills

Required

  • Python
  • SQL
  • data analysis
  • experiment design
  • statistical techniques
  • communication and presentation skills

Nice to have

  • AB testing
  • causal inference
  • information retrieval
  • Hadoop
  • Spark
  • ETL frameworks
  • monetization analytics

What the JD emphasized

  • deep evaluation
  • evaluate product performance
  • evaluating complex data, machine learning-based systems

Other signals

  • evaluating complex data, machine learning-based systems
  • AI/ML modeling
  • data mining