Machine Learning Engineer
Dublin, Leinster, Ireland
R
EUR 45K-70K (estimate) Mid-level Full Time
Tasks
- Build production GenAI applications with LLM integration
- Build proof of concepts and productionize successful experiments
- Deploy and operate models on cloud platforms
- Design build and deploy machine learning models and GenAI solutions
- Design data pipelines and ensure data quality
- Develop end-to-end ML pipelines
- Embed responsible AI practices for fairness explainability privacy and security
- Establish evaluation frameworks for model and LLM systems
- Fine tune evaluate and optimize models
- Implement MLOps best practices for tracking versioning and CI CD
- Mentor junior engineers and data scientists
- Recommend and adopt new ML models frameworks and techniques
- Write production quality code and perform code reviews
Perks/Benefits
- Income protection insurance
- Learning initiatives
- Life assurance
- Pension
- Private healthcare
- Professional development
Skills/Tech-stack
AWS Bedrock | AWS Lambda | AWS SageMaker | Apache Airflow | Automated testing | CI/CD | Docker | ECS | EKS | Embeddings | Experiment tracking | Explainability | Fairness | Feature Stores | GraphQL | Kubeflow | Kubernetes | Language Models | Large Language Models | ML monitoring | MLOps | MLflow | Model versioning | MySQL | NoSQL | OpenSearch | PGVector | Pinecone | PostgreSQL | Privacy | Prompt engineering | PyTorch | Python | REST API | Retrieval-Augmented Generation | SQL | Scikit-learn | Security | Step Functions | TensorFlow | Vector Databases | Weights & Biases
Education
N/A
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