Machine Learning Infrastructure Specialist
17 godzin temu
At Square One Resources Sp. z o.o., we are seeking a highly skilled Machine Learning Infrastructure Specialist to join our team.
Your Key Responsibilities:
- Design and develop Continuous Integration/Continuous Deployment (CI/CD) pipelines for machine learning models, ensuring seamless deployment and scalability.
- Optimize ML model performance, manage deployment, and automate retraining processes to minimize downtime and improve overall system efficiency.
- Collaborate with data scientists to integrate models into production environments, leveraging expertise in feature engineering and data ingestion.
- Develop and maintain infrastructure for efficient data processing, adhering to data governance policies and ensuring high-quality data.
Requirements:
- Bachelor's degree in Computer Science, Data Science, or related field.
- Proficiency in programming languages such as Python and/or Java, with experience in machine learning frameworks and libraries.
- Knowledge of containerization technologies like Docker and Kubernetes, with experience in version control systems like Git.
- Strong problem-solving and troubleshooting skills, with the ability to communicate effectively within a team.
- Experience with cloud platforms (e.g., AWS, GCP, Azure), MLOps principles, and best practices.
- Familiarity with infrastructure-as-code tools (e.g., Terraform) and monitoring/logging tools (e.g., Prometheus, Grafana).
- Understanding of data engineering principles and tools, with domain knowledge in relevant industry applications.
By joining our team, you will be part of a dynamic environment that values innovation and collaboration. If you are passionate about building cutting-edge machine learning infrastructure, we encourage you to apply.
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