Staff Full Stack Machine Learning Engineer

hace 3 horas

Córdoba, Córdoba, España Proofpoint A tiempo completo
Job Title: Staff Full Stack Machine Learning Engineer

We are seeking a highly skilled Staff Full Stack Machine Learning Engineer to join our unified Scrum team. As a key member of our team, you will be responsible for shaping the architectural design of our robust, scalable solutions.

Responsibilities:
  • Building and maintaining data pipelines to ensure seamless data flow for our machine learning models
  • Translating project management requirements into actionable ML initiatives
  • Collaborating with data scientists to ensure machine learning models are practical for scalable, real-world applications
  • Reviewing code, running tests, and debugging issues in different parts of the ML pipeline
  • Mentoring and leading best practices within our comprehensive machine learning Scrum team
Requirements:
  • Strong proficiency in Python and/or PySpark, coupled with hands-on experience in machine learning frameworks like TensorFlow or PyTorch
  • Experience with large language models like BERT, GPT, or similar, as well as off-the-shelf ML algorithms
  • Expertise in cloud computing platforms, especially AWS services like EC2, S3, Lambda, Glue, and particularly SageMaker
  • In-depth understanding of ETL processes, including data collection, cleaning, and transformation
  • Demonstrated leadership in promoting best practices in MLOps, including CI/CD, model versioning, and monitoring
Why Proofpoint:

We believe in hiring the best and brightest and cultivating a culture of collaboration and appreciation. As a customer-focused and driven-to-win organization with leading-edge products, there are many exciting reasons to join the Proofpoint team.

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