Principal ML Engineer
Tasks
- Architect inference serving for low latency high availability
- Build automated CI/CD pipelines
- Build infrastructure for traceable auditable agentic reasoning
- Deploy generative AI and agentic workflows in production
- Design end to end ML lifecycles
- Design healthcare data pipelines using ETL ELT
- Ensure HIPAA and HITRUST compliant security by design
- Implement FHIR HL7 DICOM data processing
- Implement model versioning and reproducible experimentation
- Lead ML platform architecture
- Manage cloud infrastructure using infrastructure as code
- Mentor engineers for scalable maintainable ML engineering
- Set up monitoring and observability for drift and bottlenecks
- Standardize code quality containerization and documentation
Perks/Benefits
Skills/Tech-stack
AWS | Apache Airflow | Azure | CI/CD | DICOM | DVC | Data Drift | Data drift monitoring | Databricks | Docker | Docker Swarm | Drift monitoring | ELT | ETL | FHIR | Feature Engineering | Feature Store | GPU Optimization | Generative AI | Go | Google Cloud | HIPAA | HITRUST | HL7 | Infrastructure as Code | Java | Kubeflow | Kubernetes | Langchain | Langgraph | Language Models | Large Language Models | MLOps | MLflow | Microservices | Model Decay Monitoring | Model decay | Observability | Pulumi | Python | Quantization | Snowflake | Spark | TGI | Terraform | VLLM | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Related jobs
-
Technical Solutions Engineer, Databases, Google Cloud PLN 179K-269KC++ | Cloud platform | Data Processing | Go | Google CloudMid-level Full TimeWarsaw, Poland; Dublin, Ireland8h ago
-
Mid-level Full TimeDublin, Ireland1d ago
-
Lead AI/ML Engineer EUR 60K-78KAgent workflows | Azure | Continuous Improvement | Data Contracts | Distributed SystemsSenior-level Full TimeDublin, Ireland1d ago
-
LLMs | Langchain | MLOps | Machine Learning | NumPyEnglish CV submission required | Part-time project-based workMid-level FreelanceIreland - Remote R1d ago
-
Principal Applied Scientist - (m/f/*) EUR 48K-68KAWS | GenAI | Hugging Face | Knowledge graphs | LangchainDomestic travel up to 10 percent | Hybrid work | Relocation assistance not authorizedSenior-level Full TimeIR, Dublin, Ireland1d ago
-
Deep Learning Research Engineer - Young Talent Accelerator Program (International Program) EUR 15K-18KComputer Vision | Data Modeling | Data Pipelines | Dataset Preparation | Deep learningContinuous feedback | Diverse interdisciplinary projects | Full time permanent contract from day one | Individual program plan | International exposureEntry-level Full TimeTUAM - TUA1, Ireland1d ago
-
Customer Analytics | Data Analysis | Data Ingestion | Data cleaning | Exploratory Data AnalysisEnglish proficiency requirement | Part-time opportunity | Project based workMid-level FreelanceIreland - Remote R1d ago
-
C# | MATLAB | NumPy | Pandas | PythonFlexible hours | Part-time | Project based workSenior-level Full TimeIreland - Remote R1d ago
-
Software Engineer 3, DevTools EUR 84K-110KC# | Database tuning | Distributed Systems | Go | High AvailabilityParental leaveSenior-level Full TimeIreland2d ago
-
Software Engineer 3, DevTools EUR 84K-110KC# | Databases | Go | Indexing | JavaEmployee affinity groups | Employee wellbeing | Fertility assistance | Parental leaveSenior-level Full TimeDublin2d ago
-
Senior Python Developer - Code Migration Specialist USD 100K-100KBash | Black box testing | Black-box | Box testing | Coverage.pyFlexible schedule | Freelance project-based collaboration | Fully remote | Project-based collaboration | Supportive global communitySenior-level Full TimeIreland - Remote R2d ago
-
Freelance Machine Learning Engineer USD 116KDeep learning | Langchain | MLOps | Model Deployment | NumPyFreelance engagements | Part-time project workMid-level FreelanceIreland - Remote R2d ago
-
3D Geometry | AWS | Azure | C++ | CI/CDSenior-level Full TimeIreland, Limerick2d ago
-
Applied AI Scientist EUR 66K-73KAWS | Hugging Face | Knowledge graphs | Langchain | Language ModelsMid-level Full TimeIR, Dublin, Ireland2d ago
-
Sr Machine Learning Engineer EUR 64K-96KAWS | Azure | Cloud platform | Data Processing | Google CloudFinancial security support | Healthcare coverage | Hybrid work model | Mental health resources | Paid time offSenior-level Full TimeIRL - County Dublin - Dublin …2d ago
-
Mid-level Full TimeIR, Dublin, Ireland2d ago
-
C# | Combinatorics | Computational statistics | Graph theory | MATLABFlexible workload | Part-time opportunities | Project based workSenior-level FreelanceIreland - Remote R3d ago
-
Software Developer, Scaled Ops AI Acceleration Team GBP 110K-130KAI infrastructure | Artificial Intelligence | Automation | Backend Engineering | Data AnalysisSenior-level Full TimeDublin, Ireland | London, UK4d ago
-
AWS Cloud | Amazon Web Services | Architectural Principles | Cognos | Data MiningSenior-level Full TimeDublin, D, Ireland5d ago
-
Senior-level Full TimeDublin, Ireland5d ago
-
AWS | Amazon Web Services | Cloud BI | Cloud platform | Data CleansingSenior-level Full TimeDún Laoghaire, D, Ireland5d ago
-
AWS | Azure | Cloud BI | Cloud platform | Data CleansingOffsite office work | Onsite client work | Remote workMid-level Full TimeDublin, D, Ireland5d ago
-
C# | C++ | Cloud platform | DNS | Distributed Systems24-hour customer supportSenior-level Full TimeDublin, Ireland5d ago
-
Azure Data | Azure Data Factory | Azure SQL | Azure Synapse | Azure Synapse AnalyticsSenior-level Full TimeAthlone, WH, Ireland5d ago
-
Data Management | Data Modeling | Data Pipelines | Data Preparation | Data ReconciliationMid-level Full TimeMullingar, WH, Ireland5d ago