Principal AI/ML Software Engineer
IRL-G Galway Parkmore 2, Ireland
R
EUR 83K-125K Senior-level Full Time
Tasks
- Apply model validation and evaluation methodologies
- Build end-to-end machine learning pipelines
- Deploy models into production as APIs services or batch pipelines
- Design develop and evaluate computer vision and machine learning models
- Design scalable services integrating ML models into applications
- Develop scalable maintainable and testable Python code
- Ensure model reproducibility versioning and lifecycle management
- Ensure reliability scalability and observability of ML services
- Implement CI CD for ML pipelines and model releases
- Implement model monitoring and performance tracking
- Implement modular design automated testing and code review
- Influence architecture for AI enabled platforms
- Partner with data engineers software engineers and domain experts
- Perform data exploration feature engineering and model experimentation
- Provide technical leadership for ML and computer vision solutions
- Support automation for model retraining and operational monitoring
- Translate analytical results into production ready systems
Perks/Benefits
- Annual performance bonus
- Continuous professional development
- Family healthcare coverage
- Hybrid work model
- Pension contribution
Skills/Tech-stack
API Development | Automation | CI/CD | Cloud Computing | Computer Vision | Data Exploration | Docker | Feature Engineering | Kubernetes | MLOps | Machine Learning | Machine Learning Pipelines | Model Evaluation | Model Monitoring | Observability | Python | Statistical Methods | Version control
Education
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