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Senior Machine Learning Engineer : Personalization (Remote)

Posted 28 days agoViewed

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πŸ’Ž Seniority level: Senior

πŸ“ Location: Portugal

πŸ’Έ Salary: 90000.0 - 110000.0 USD per year

πŸ” Industry: Machine Learning

🏒 Company: Constructor

πŸ—£οΈ Languages: English

πŸͺ„ Skills: Backend DevelopmentPythonSQLData MiningMachine LearningPyTorchAirflowAlgorithmsSparkTensorflowRESTful APIsA/B testing

Requirements:
  • Background in personalized recommendation systems, ranking models, or search relevance.
  • Proficient in machine learning with hands-on experience in applying modern personalized architectures.
  • Experience in building and deploying production ML systems, and using A/B testing to validate their value.
  • Excellent Python skills, experience with at least one DL framework, proficient in SQL, and comfortable with big data tools (Spark, Presto/Athena, Hive).
  • Experience with data pipeline orchestration (e.g., Airflow) for automating ML workflows.
Responsibilities:
  • Build and deploy robust ML systems / algorithms for personalized product discovery experiences
  • Drive research initiatives to ensure the team adopts an innovative approach and integrates state-of-the-art techniques.
  • Conceptualize and implement new personalization features and products that meet customer needs, drive revenue growth and enhance other business KPIs
  • Collaborate in architectural discussions and optimize the system architecture of the Personalization domain.
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