Senior Software Engineer (ads Platform)- Experimentation

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

Senior Software Engineer to build the next generation of software platform and systems to advance experimentation that connect millions of global users to content from publishers and developers. Your work will drive the experimentation framework development of machine learned algorithm at scale. You will build sophisticated systems essential in the end-end development of predictive algorithms. You will design and engineer tools for managing AB test experiments, for performing exploratory analysis, and for real-time monitoring of experiment behavior, while preserving privacy of our customers.

What you'd actually do

  1. Partner with business leaders and stakeholders to design, implement and evolve the features of a multivariate experimentation platform.
  2. Promote experimentation best practices across the organization.
  3. Execute on the experimentation roadmap and future integrations with data-driven prioritization.
  4. Exercise strong judgment and make thoughtful decisions with ambiguous situations.
  5. Striking the right balance between short-term wins vs. long-term success based on various constraints.

Skills

Required

  • designing and building complex large-scale and distributed software systems in cloud computing environments like AWS
  • Experimentation frameworks, A/B testing and Machine Learning methodologies
  • Java, Scala, Python and SQL
  • event stream processing (ESP) technologies like Spark Streaming, Kafka, Flink or equivalent
  • backend object stores, automated data pipelines, cloud-native data storage and processing frameworks
  • data-oriented workflow orchestration frameworks like Airflow, Kubeflow, etc.
  • statistics and ability to use data analysis techniques to understand data quality, profile system loads, relationships between business metrics, and technical performance
  • operating in a cross-functional organization
  • condense complex concepts and analysis into clear and concise takeaways that drive action

Nice to have

  • advertising industry
  • advanced statistical and causal inference
  • Curious business attitude with a proven ability to seek projects with a sense of ownership
  • Degree in Computer Science, Statistics, Applied Math or related field.
  • 5+ years of industry experience designing, building, maintaining, and extending web-scale production systems.
  • Exposure to AB testing and machine learning methodologies.

What the JD emphasized

  • machine learned algorithm at scale
  • end-end development of predictive algorithms
  • multivariate experimentation platform
  • AB test experiments

Other signals

  • machine learned algorithm at scale
  • end-end development of predictive algorithms
  • multivariate experimentation platform
  • AB test experiments