Senior Software Developer for Machine Learning Infrastructure

5 dni temu


Katowice, Silesia, Polska Sii Sp. z o.o. Pełny etat
Machine Learning Infrastructure Developer
We are looking for an experienced developer to join our Machine Learning Infrastructure team. As a Senior Software Developer, you will be responsible for designing and implementing public and internal APIs, as well as event and streaming-based services. You will work closely with architects, platform engineers, and machine learning engineers to invent new and interesting models, test them, and produce and scale them in the cloud as APIs, stream processing or massive batch processing.

Responsibilities:
• Design and implement public and internal APIs as well as event and streaming-based services
• Build Tests and Pipeline for automated Deployment
• Establish Monitoring and Alerting for custom infrastructure
• Support investigation of new cloud services, software packages/tools, APIs, container management, and distributed systems, to continuously deliver quality analytics and machine learning at scale
• Batch data pipelines for machine learning for massive data sets
• Enable rapid iteration and product quality through continuous A/B testing
• Design, implement, and maintain solutions/platforms
• Build cloud infrastructure for machine learning following the MLOps model
• Collaborate with a cross-functional agile team of software engineers, data engineers, ML experts, and others to build new product features

Requirements:
• At least 5 years of experience in a similar role
• Previous work with infrastructure as code with Terraform
• Strong Python programming knowledge, shell scripting, and SQL
• Proficiency in CI/CD infrastructure using Git, Jenkins, or similar tools
• Experience with any system configuration management tool, such as Ansible, Puppet, or Chef
• Knowledge of Docker, Mesos, containers, and related tools and systems
• Ability to work with AWS components and services, particularly, IAM, ECS/EKS, EMR, S3, and Lambda/Serverless
• Fluent English
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