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If you’re passionate about scalability, automated deployment, and well-optimized infrastructure, we want you on the IT Genetics development team!
Job Responsibility:
Design end-to-end architecture for the automated training of ML models
Create data pipelines to build relevant datasets and data annotation flows
Monitor ML model performance and data drift
Handle versioning, deployment, and integration with the software team
Develop and manage CI/CD pipelines for building, testing, and deploying models
Apply best practices for model versioning, rollback, and A/B testing to ensure reliable and accurate production releases
Set up a robust monitoring system and develop automated alerting solutions to proactively identify issues in data pipelines, model training, validation, and data variation
Promote MLOps best practices (Infrastructure as Code, reproducibility, security) and continuously improve internal processes to increase reliability and efficiency
Research and implement cutting-edge technologies to improve training efficiency (e.g., distributed training, HPC, multi-GPU strategies) for the research team
Explore future MLOps frameworks and GPU-based cloud solutions as part of the scalability roadmap
Collaborate with product managers and software engineers to identify AI/ML opportunities and develop innovative solutions
Requirements:
University degree, preferably in engineering (software, industrial, mechanical, process) or a related field
Over 5 years of experience in MLOps or machine learning engineering, with a focus on deploying and managing deep learning models at scale
Strong skills in Python, CI/CD pipelines, and ML frameworks (e.g., PyTorch, TensorFlow, OpenCV) for automating and scaling ML workflows
Expertise in monitoring and alert automation for ML workflows, including data pipelines, training processes, and model performance (e.g., Prometheus, Grafana)
Familiarity with distributed training techniques, multi-GPU strategies, and hardware optimization for deep learning
Strong communication and interpersonal skills
What we offer:
Meal tickets
A place where your voice truly matters
Performance bonuses
A day off on your birthday
Private medical subscription
Trainings and learning resources
Hybrid work model
Bookster subscription
A friendly, passionate, and solution-oriented team
Opportunities to grow or change your role within the company
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