MLOps Team Lead

hace 2 días

Madrid, Madrid, España Automat-It A tiempo completo
Job Title: MLOps Team Lead

Automat-it is an all-in AWS Premier partner that empowers startups with DevOps and FinOps expertise and hands-on services. We guide and support hundreds of startups leveraging AWS smarter throughout their growth journey. We save our customers significant time to market and optimize their cloud performance and cost-effectiveness.

We are seeking an experienced MLOps Team Lead to join our innovative team. As a key member of our team, you will lead a group of highly skilled MLOps Engineers, develop robust MLOps pipelines, create cutting-edge Generative AI solutions, effectively engage with customers to grasp their requirements, and ensure project success overseeing from inception to completion.

Responsibilities:
  • Manage a team of highly professional MLOps Engineers focusing on their growth and execution excellence.
  • Lead and be responsible for on-time, great-quality project deliveries.
  • Developing MLOps pipelines leveraging the Amazon SageMaker platform and its features.
  • Developing Generative AI solutions and POCs, utilizing the latest architectures and technologies.
  • Delivering end-to-end ML products - model performance development, training, validation, testing, and version control.
  • Provision of ML AWS resources and infrastructure.
  • Developing ML-oriented CI/CD pipelines using GitHub Actions, BitBucket, or similar tools.
  • Deploying Machine Learning models in production.
  • Help customers tackle challenges on a scale using distributed training frameworks.
  • Using and writing Terraform libraries for infrastructure deployment.
  • Developing CI/CD pipelines for projects of various scales and tech stacks.
  • Maintaining infrastructures and environments of all types, from dev to production.
  • Security monitoring and administration.
Qualifications:
  • Proven leadership experience with a track record of managing and developing technical teams.
  • Excellent customer-facing skills to understand and address client needs effectively.
  • Ability to design and implement cloud solutions and to build MLOps pipelines on AWS.
  • Experience with one or more MLOps Frameworks like Kubeflow, MLFlow, DataRobot, Airflow, etc.
  • Fluency in Python, a good understanding of Linux, and knowledge of frameworks such as scikit-learn, Keras, PyTorch, Tensorflow, etc.
  • Ability to understand tools used by data scientists and experience with software development and test automation.
  • Experience with one or more large language models, such as Frameworks like OpenAI SDK, Amazon Bedrock, LangChain, and LlamaIndex.
  • Fluent written and verbal communication skills in English.
  • Working knowledge of some Vector Databases (OpenSearch, Qdrant, Weaviate, LanceDB, etc) - advantage.
  • Experience with Docker and Kubernetes - advantage.
  • Working knowledge with Snowflake, BigQuery, and/or Databricks - advantage.
  • GCP or Azure knowledge (DevOps/MLOps) - advantage.
  • ML certification (AWS ML Specialty or similar) - advantage.

Automat-it is committed to fostering a workplace that promotes equal opportunities for all. We firmly believe that fostering a diverse workforce is crucial to our success. Our recruitment decisions are grounded in your experience and skills, recognizing the value you bring to our team.

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