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Senior Data Science Operations Engineer

2 months ago

Dubai, Dubai, United Arab Emirates Asterix Communications Full time

About the Role

Asterix Communications is seeking a highly skilled Senior MLOps Engineer to join our team. As a key member of our data science operations team, you will be responsible for the deployment and management of on-premise machine learning systems.

Key Responsibilities

  1. Design and implement scalable machine learning pipelines using Python and SQL, with a focus on production operations environments.
  2. Develop and maintain complex operational systems, leveraging expertise in Python and SQL.
  3. Collaborate with cross-functional teams to integrate machine learning models into our product offerings.
  4. Stay up-to-date with the latest advancements in machine learning frameworks, such as scikit-learn, Pytorch, TensorFlow, Hugging Face, Spark, and their pipeline systems.
  5. Lead the development of machine learning products using advanced tooling, including a SQL engine for data management.
  6. Work closely with data engineers to design and implement data pipelines that support machine learning workloads.
  7. Familiarity with handling large language models, including deployment, tuning, and management, with a focus on local implementations.

Requirements

  1. Minimum of 3 years of experience in production operations environments, focusing on the deployment and management of on-premise machine learning systems.
  2. Expertise in Python and SQL, applied extensively in building complex operational systems.
  3. Experience with R would be a plus.
  4. Proficient knowledge of machine learning principles and extensive experience with frameworks such as scikit-learn, Pytorch, TensorFlow, Hugging Face, Spark, etc., and their pipeline systems.
  5. Strong skills in Kubernetes and containerization technologies like Docker, tailored to on-premise deployment scenarios.
  6. Proven experience in developing machine learning products using advanced tooling, including a SQL engine for data management.
  7. Familiarity with handling large language models, including deployment, tuning, and management, with a focus on local implementations.

What We Offer

Asterix Communications offers a dynamic and challenging work environment, with opportunities for professional growth and development. We are committed to fostering a culture of innovation, collaboration, and excellence.