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Senior Personalization Engineer

1 semana atrás

Porto, Porto, Portugal Tn Portugal Tempo inteiro

Company Overview:

Constructor.io is a leading provider of personalized product discovery experiences. Our team of experts utilizes world-class analytical, engineering, and machine learning techniques to shape and scale our personalization algorithms.

Job Description:

We are seeking a highly skilled Senior Machine Learning Engineer to join our Personalization team. As a key member of the team, you will be responsible for building and deploying robust ML systems/algorithms for personalized product discovery experiences. You will also drive research initiatives to ensure the team adopts an innovative approach and integrates state-of-the-art techniques.

Key Responsibilities:

  • Build and deploy production ML systems using modern personalized architectures
  • Drive research initiatives to integrate state-of-the-art techniques
  • Collaborate in architectural discussions to optimize system architecture

Requirements:

  • Data-Driven and Customer-Focused: Able to translate insights into data-driven hypotheses and engineering solutions that drive business value
  • Personalization Experience: Background in personalized recommendation systems, ranking models, or search relevance
  • ML Expertise: Proficient in machine learning with hands-on experience in applying modern personalized architectures
  • Programming Languages and Tools: Excellent Python skills, experience with at least one DL framework, proficient in SQL, and comfortable with big data tools (Spark, Presto/Athena, Hive)
  • ML Workflow Management: Experience with data pipeline orchestration (e.g., Airflow) for automating ML workflows

Benefits:

  • Fully remote team - choose where you live
  • Work from home stipend
  • Apple laptops provided for new employees
  • Training and development budget for every employee, refreshed each year
  • Parental leave for qualified employees