[Ipsos MMA] ML Engineer

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SeniorFull-time
#387305·Dodano 11 dni temu·1
Źródło: IT MATCH
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Tech Stack / Keywords

Machine LearningData ScienceAITestingAlgorithmsPythonPyTorch

Firma i stanowisko

Ipsos MMA is a leader in unified marketing measurement & optimization, recognized by Forrester and Gartner, which helps global brands plan, measure, and optimize investments.

Wymagania

  • Advanced degree (Master's or Ph.D.) in machine learning, statistics, applied mathematics, AI, computer science, operations research, or related quantitative field
  • Deep foundations in probability, statistics, and machine learning, with strong mathematical understanding
  • Hands-on experience designing and delivering custom analytics systems
  • Coding proficiency (e.g., Python) for prototyping and development collaboration
  • Ability to write clear methodological and scientific documentation
  • Strong curiosity for implementing and challenging new approaches
  • Collaborative team player comfortable working with data scientists and software engineers

Nice to have:

  • Experience with AI, including large language models and generative or agentic systems
  • Familiarity with machine learning frameworks and libraries such as PyTorch, scikit-learn, and XGBoost
  • Numerical programming and optimization methods knowledge
  • Prior exposure to marketing analytics or measurement
  • Experience communicating technical tradeoffs to non-technical partners
  • 3+ years of relevant applied research or analytics experience

Obowiązki

  • Designing complex analytics systems and custom modeling solutions for NextGen modeling platforms
  • Co-owning and driving innovation agenda in unified marketing analytics including marketing mix modeling, attribution, and experimentation
  • Developing, implementing, and testing machine learning and statistical algorithms
  • Performing statistical analyses and evaluating new methodological approaches
  • Documenting models and approaches with rigorous scientific writing
  • Collaborating with global data scientists and development teams to transition research into production
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