MLOps Engineer in Automat-it

2 липня 2024

MLOps Engineer

Київ, Львів, віддалено

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.

Automat-it operates in more than seven countries across EMEA. We provide a dynamic environment where you can expand your professional expertise and make a significant impact.

We seek an  MLOps Engineer to work hands-on with Data Science and R&D teams and be in charge of the entire machine learning pipeline from the MLOps perspective. You will work with our customers and help them build and run machine learning systems at scale.

Responsibilities:

• Provision of ML AWS resources and infrastructure
• Developing MLOps pipelines leveraging the Amazon SageMaker platform and its features
• 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
• Learning new skills and technologies quickly
• 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

Requirements:

• Ability to design and implement cloud solutions and to build MLOps pipelines on cloud solutions (AWS, Azure, or GCP)
• Experience with one or more MLOps Frameworks like Kubeflow, MLFlow, DataRobot, Airflow, etc.
• Experience with Docker and Kubernetes
• 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
• Fluent written and verbal communication skills in English
• Working knowledge with Snowflake, BigQuery, and/or Databricks — advantage
• GCP or Azure knowledge (DevOps/MLOps) — advantage
• ML certification (AWS ML Specialist 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.