Machine Learning Engineer — Training Optimization
Tasks
- Build and maintain training infrastructure
- Define and monitor training performance metrics
- Improve distributed training scalability
- Integrate advanced training techniques
- Optimize machine learning training pipelines
- Profile and resolve training performance bottlenecks
- Translate research methods into production systems
- Tune training hyperparameters and precision
Perks/Benefits
- Continuous learning
- Equity opportunities
- Experimentation culture
- Fast feedback loops
- High ownership
- Work on cutting-edge AI models
Skills/Tech-stack
BF16 | Backpropagation | Checkpointing | Data parallelism | DeepSpeed | Distributed Training | FP16 | FP8 | FSDP | Fault Tolerance | GPU Performance | GPU Performance Optimization | Gradient Checkpointing | Learning Rate | Learning Rate Scheduling | Machine Learning | Megatron | Mixed Precision | Model Parallelism | Optimization Algorithms | Performance optimization | Pipeline parallelism | Profiling | PyTorch | Zero
Education
N/A
Related jobs
-
Attention Mechanisms | Batching | CUDA | Compute Graphs | Distributed SystemsDirect product impact | Engineering focused culture | Flexible remote work | Ownership & autonomySenior-level Full TimeIreland18h ago
-
APIs | Agent systems | Cost Optimization | CrewAI | Data ProcessingSenior-level Full TimeDublin, Ireland19h ago
-
Adversarial Testing | Bias Assessment | Experiment tracking | Factual consistency | Hallucination detectionContract opportunity | Remote work flexibilitySenior-level Contract Full TimeIreland R22h ago
-
Deep learning | Distributed Training | Experiment tracking | GPU Computing | Inference OptimizationAsync-first culture | Equity opportunities | High ownership | Remote-friendlySenior-level Full TimeIreland23h ago
-
Software Senior Engineer (Performance) EUR 82K-124KAI | API Design | Anomaly Detection | C# | C++Bonus programs | Career development opportunities | Employee benefits | Employee resource groups | Flexible work arrangementsSenior-level Full TimeCork, Co. Cork, Ireland2d ago
-
AI Research Engineer/Scientist (OpenVINO, NNCF) EUR 76K-120KDeep learning | Network Compression | Neural Network | Neural Network Compression | OpenVINOHybrid work model | On site and off site work optionMid-level Full TimeIRL - Leixlip, Ireland2d ago
-
A/B | A/B Testing | B testing | Data Pipelines | Data version controlAnnual leave policy | Global culture | Remote work | Restricted stock unitsSenior-level Full TimeRepublic of Ireland (Remote) R2d ago
-
Lead, Finance Analytics & Enablement AI/ML EUR 50K-61KAmplitude | Business Intelligence | Cloud platform | Data Modeling | Data ScienceFlexdesk Access Pass | Travel stipend | Work from homeSenior-level Full TimeIreland - Remote R3d ago
-
Machine Learning Engineer EUR 69K-100KAPI Integration | Algorithms | Amazon S3 | Apache Spark | Azure DataMid-level Full TimeDublin, Ireland4d ago
-
A/B | A/B Testing | AWS | Alerting | AzureFully remote Europe | Healthcare coverage | Paid parental leave | Professional growth | Relocation assistanceMid-level Full TimeIreland R4d ago
-
Mid-level Full TimeDublin, Ireland4d ago
-
AI engineer II EUR 49K-67KAPIs | Data Preparation | Deep learning | Distributed Systems | ExperimentationMid-level Full TimeDublin, Ireland4d ago
-
AWS | Automated testing | Azure | Data Pipelines | Experiment trackingSenior-level Full TimeDublin, Ireland4d ago
-
APIs | AWS | Automated testing | Azure | Cloud PlatformsSenior-level Full TimeDublin, Ireland4d ago
-
Lead AI engineer EUR 48K-62KAPIs | Agentic Systems | Artificial Intelligence | Data Pipelines | Data PreparationSenior-level Full TimeDublin, Ireland4d ago
-
Forward Deployed Engineer EUR 50K-74KAPI Development | Agentic AI | Anthropic | Artificial Intelligence | CI/CDMid-level Full TimeDublin, 1 Grand Canal Square, Ireland4d ago
-
Algorithms | Concurrency | Data Structures | Distributed Systems | ElasticsearchDonation matching for financial donations | Flexible location | Flexible work schedule | Health coverage | Parental leaveSenior-level Full TimeIreland R4d ago
-
Principal AI/ML Scientist & Engineer EUR 54K-75KAWS | Agentic Workflows | Apache Kafka | Artificial Intelligence | Batch PipelineCompassionate leave | Flexible hours | Paid leave | Pawternal leave | Performance-based bonusesSenior-level Full TimeIreland, Dublin4d ago
-
Senior Machine Learning Engineer EUR 64K-85KCost Optimization | Data Pipelines | Deep learning | GPU Computing | JAXSenior-level Full TimeIreland5d ago
-
Member of Technical Staff, Machine Learning EUR 55K-79KData Pipelines | Fine Tuning | GPU Computing | Inference | JAXLearning and development | Rapid iteration culture | Remote-friendlySenior-level Full TimeIreland5d ago
-
Full Stack Engineer, AI systems EUR 54K-75KAPI Architecture | Amazon DynamoDB | Docker | Kubernetes | Language ModelsSenior-level Full TimeIreland5d ago
-
Backend Engineer, AI (Agent Systems) EUR 54K-75KAnthropic | Docker | Embeddings | Kubernetes | Language ModelsMid-level Full TimeIreland5d ago
-
Applied AI Engineer EUR 54K-75KAgent workflows | Cost Optimization | Data Pipelines | Evaluation Frameworks | InferenceSenior-level Full TimeIreland5d ago
-
AI Engineer USD 45K-55K.NET | AWS SageMaker | Agile | Angular | Azure MLAccreditations support | Bike to work | Career progression mentorship | Educational assistance | Employee assistance programmeSenior-level Full TimeDublin, County Dublin, Ireland7d ago
-
Automation | Compliance | Cost Optimization | Evaluation | GuardrailsEfficient interview process | Fast decision making | International team environment | Ownership and autonomy | Rapid professional growthMid-level Full TimeIreland8d ago