Mlops Manager
hace 1 mes
We are seeking an experienced Mlops Manager to join our innovative team at Automat-it. As a key member of our MLOps team, you will be responsible for leading a group of highly skilled MLOps Engineers, developing robust MLOps pipelines, creating cutting-edge Generative AI solutions, and effectively engaging with customers to grasp their requirements.
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.
Requirements:
* 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.
About Us:
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.
Work Location:
Hybrid from Ukraine or Madrid
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