AI Model Optimization Architect - Cork, Ireland
Tasks
- Architect distributed inference sharding and parallelism
- Architect model optimization strategies
- Co design lowering strategies and runtime integration
- Debug performance and stability issues
- Design and implement fusion kernels
- Drive graph capture and deployment
- Enable continuous batching scheduling
- Establish reusable optimization patterns for new hardware
- Optimize transformer KV cache behavior
- Perform model rewrites and graph level transformations
- Profile and optimize inference throughput and latency
- Transform PyTorch models for efficient inference
Perks/Benefits
- Bicycle Purchase Scheme
- Education assistance
- Employee Run Clubs
- Employee stock purchase scheme
- Income and Travel Insurance
- Life insurance
- Matching pension scheme
- Maternity & paternity leave
- Medical insurance
- Relocation and immigration support
- Subsidised Health and Wellbeing Memberships
Skills/Tech-stack
Attention Mechanisms | Computer Architecture | Continuous batching | Distributed Systems | Dynamic Scheduling | Graph optimization | KV cache | Kernel Fusion | Latency optimization | Machine Learning | Machine Learning Accelerators | Mixture of Experts | Numerical Methods | ONNX | Parallel Computing | Performance Tuning | PyTorch | Python | Sharding | Throughput Optimization | Torch compile | TorchDynamo | Transformer | Triton
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
AI | AI Model Optimization Architect | Architect | Engineer | Staff Engineer
Related jobs
-
AI Foundry | AWS | AWS GovCloud | Agentic AI | Amazon Bedrock401k matching | Career development | Dental insurance | Disability coverage | Flexible work arrangementsSenior-level Full TimeIreland2d ago
-
Senior LLM Agent Researcher - Contractor EUR 50K-60KAgent systems | Deep learning | Distributed Training | Foundation Models | GPU AccelerationSenior-level ContractDublin, Ireland2d ago
-
Azure | Azure Data | Azure Data Explorer | CSV | Data ExplorerCross-functional collaboration | Exposure to large scale security telemetry | Professional growth | Remote workMid-level Full TimeIreland R2d ago
-
Data Engineer EUR 71K-106KAgile | Amazon Redshift | Amazon Web Services | Apache Airflow | Apache KafkaCareer development opportunities | Comprehensive benefits | Diversity and inclusion culture | Flexible work arrangements | Hybrid work modelSenior-level Full TimeDublin, Leinster, IRELAND; Letterkenny, Ulster, IRELAND2d ago
-
Quantitative Development - DevOps Engineer EUR 56K-77K*nix | CD pipeline | CI Pipeline | CI/CD | CUDASenior-level Full TimeDublin, Ireland2d ago
-
Attention Mechanisms | Computer Architecture | Deep learning | Distributed Systems | Language ModelsBicycle Purchase Scheme | Education assistance | Employee Run Clubs | Employee stock purchase scheme | Life medical income and travel insuranceSenior-level Full TimeCork, Ireland2d ago
-
Attention Mechanism | Autoscaling | CUDA | Deep learning | Distributed SystemsBicycle Purchase Scheme | Education assistance | Employee Run Clubs | Employee stock purchase scheme | Matching pension schemeSenior-level Full TimeCork, Ireland2d ago
-
Werkstudent KI & Data Science (m/w/d) EUR 12K-18KCloud Run | Docker | GCP | Git | JavaAgile work environment | Career growth | Coffee and water flat | Employee discount | Flexible workingEntry-level Part TimeMünster, NRW, Germany3d ago
-
Agentic Workflows | DPO | Debugging | Distillation | EvaluationCollaborative cross-functional environment | European mobility hiring flexibility | Exposure to cutting edge LLM systems | Mentorship and knowledge-sharing | Opportunity to work on healthcare AISenior-level Full TimeIreland3d ago
-
Mid-level Full TimeDublin, Ireland; Ireland3d ago
-
Werkstudent KI & Data Science (m/w/d) EUR 12K-18KAgile | Cloud Run | Cloud platform | Docker | GitCompany bike | Employee discount | Flexible work | Open team culture | Public transport discountEntry-level Part TimeMünster, NRW, Germany3d ago
-
AI Agents | API | AWS | AWS Bedrock | Access ControlAsynchronous collaboration | Distributed international team | Flexible parental leave | Fully remote | Mental health supportSenior-level Full TimeIreland R3d ago
-
Senior Data Engineer-Product Data Quality EUR 66K-85KAWS | Airflow | CI/CD | Cloud Architecture | Data EngineeringCommuter tickets | Cycle to work scheme | Dental insurance | Employee shares program | Ergonomic workstation allowanceSenior-level Full TimeDublin, Ireland3d ago
-
Senior Data Engineer EUR 80K-125KAgile | Airflow | Azure Blob | Azure Blob Storage | Azure DataCareer development | Comprehensive benefits | Hybrid work modelSenior-level Full TimeDublin, Leinster, IRELAND; Letterkenny, Ulster, IRELAND3d ago
-
Machine Learning Engineer EUR 45K-70KAWS Bedrock | AWS Lambda | AWS SageMaker | Apache Airflow | Automated testingIncome protection insurance | Learning initiatives | Life assurance | Pension | Private healthcareMid-level Full TimeDublin, Leinster, Ireland R4d ago
-
Staff Software Engineer (Agentic Engineering) GBP 113K-170KAgentic Workflows | Amazon Web Services | Context Management | Distributed Systems | DockerSenior-level Full TimeUnited Kingdom R4d ago
-
API Development | Automated testing | Backend Development | CI/CD | Cloud infrastructureFoundational ownership | Full-time position | Fully remote work | High autonomyMid-level Full TimeIreland R4d ago
-
Senior AI Engineer PLN 230K-250KAPIs | Agile | Alerting | Azure | Azure DevOpsAccess to learning university | Annual paid leave | Hybrid work model | Remote work flexibility | Volunteering daysSenior-level Full TimeDublin, Co. Dublin, Ireland4d ago
-
Automated Workflows | CI/CD | Cloud Computing | Computer Vision | Data LineageCollaborative environment | Inclusive workplace | Opportunity to work on advanced ML challenges | Professional growth opportunitiesSenior-level Full TimeIreland4d ago
-
Azure | Azure Data | Azure Data Factory | Azure DevOps | BashCollaborative work environment | Exposure to infrastructure as code and automation | Hands on experience with Databricks and Azure | Professional growthMid-level Full TimeIreland4d ago
-
Senior AI/ML Computational Scientist EUR 53K-58KAlerting | Big Data | C++ | Cloud Computing | Computer ArchitectureSenior-level Full TimeDublin, 1 Grand Canal Square, Ireland4d ago
-
Senior AI Large Language Model (LLM) Architect EUR 54K-72KAgent Orchestration | Cost Allocation | Deep learning | FinOps | Fine TuningSenior-level Full TimeDublin, 1 Grand Canal Square, Ireland4d ago
-
AWS | Angular | Cloud Resource Management | Data Analysis | Data PipelinesRemote workEntry-level Full TimeIR, Dublin, Ireland R4d ago
-
Staff Engineer, Compute EUR 100KAWS | Azure | Capacity Planning | Distributed Systems | GoBuddy program | Career development | Employee stock purchase plan | Hybrid work environment | Inclusive workplace cultureSenior-level Full TimeDublin, Ireland; Madrid, Spain; Paris, France R5d ago
-
Staff Data Engineer - GTM GBP 70K-85KApache Airflow | CCPA | Clay | Crawling | DBTComprehensive health insurance | Cycle to work scheme | Dental insurance | Flexible paid time off | Hybrid work policySenior-level Full TimeDublin, Ireland; London, England R5d ago