Machine Learning Engineer 4

Adobe Adobe · Enterprise · San Jose, CA

Machine Learning Engineer to develop a marketing measurement framework, guiding budget decisions and impacting marketing strategies by implementing modeling techniques that drive business impact. The role involves optimizing channel efficiency, measuring media performance, and framing business problems as ML questions, with end-to-end ownership and production support.

What you'd actually do

  1. Determine how to drive more efficient and effective marketing.
  2. Improve overall marketing return on investment and achieve both short and long-term business objectives.
  3. Optimize channel efficiency and better measure media performance.
  4. Lead discussions and drive alignment with both technical and non-technical audiences.
  5. Simplify business problems and frame them as machine learning questions.

Skills

Required

  • Python
  • PySpark
  • SQL
  • Machine Learning
  • Data Science
  • Statistics
  • Computer Science
  • Applied Math
  • Econometrics
  • Operations Research

Nice to have

  • programming large language models
  • testing methodologies

What the JD emphasized

  • 8+ years of experience in machine learning or data science teams
  • Proficient in one or more programming languages such as Python or PySpark
  • Strong proficiency in querying, manipulating, and analyzing large datasets using SQL and programming languages

Other signals

  • marketing measurement framework
  • modeling techniques that drive business impact
  • optimize channel efficiency
  • measure media performance
  • frame them as machine learning questions