ML Pipeline Architect

hace 2 meses


Colombia SoftServe A tiempo completo

We are seeking a Senior MLOps Engineer to join our team at SoftServe, a global digital solutions company.

As a Senior MLOps Engineer, you will be responsible for guiding engineering and data science teams on ML systems production lifecycle, collaborating with Data Science teams on model operationalization strategies, and working closely with product teams to deliver and operate ML systems.

Key Responsibilities:

  • Communicate use cases, requirements, and expectations with stakeholders
  • Implement end-to-end production pipelines for ML solutions
  • Support and continuously enhance ML software infrastructure: CI/CD, data stores, cloud services, network configuration, security, and system monitoring
  • Set up scalable monitoring systems for data pipelines and ML models
  • Operationalize AI solutions by leveraging best practices in Machine Learning and MLOps, DevOps, and Software engineering

Requirements:

  • Proficient in Python and traditional Python DS/ML stack
  • Confident with ML solutions design patterns
  • Experienced in AI/ML and data engineering tools in GCP, AWS or Azure
  • Familiar with ML operationalization
  • Skillful with setting up CI/CD/CT pipelines for ML
  • Strong with Kubeflow, MLflow, or similar
  • Proficient with containers and container orchestration platforms such as Kubernetes
  • Well-versed in requirements gathering and estimation
  • Showing practice with Hadoop ecosystem and Apache Spark
  • Aware of Workflow orchestration platforms (Airflow)
  • Knowledgeable of message queues and streaming platforms
  • Capable of maintaining business communication with a client in English

What We Offer:

  • Estimated salary $120,000 - $180,000 per year, depending on experience
  • Participation in international events
  • Certifications in cutting-edge technologies
  • Latest modern tools and technologies on different projects
  • Strong educational and mentorship programs
  • Communication with world-leading companies from our logos portfolio
  • Flexible schedule for consultants
  • Health insurance package for employees and their families

About SoftServe:

We are a team of 2,000+ associates working on projects with clients in the USA, Europe, and APAC region. Our culture is built around creating bold things, making a difference, having fun, and loving our work. We contribute to a wide range of projects in different areas and technologies.


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