Staff Software Engineer, ML Performance and Accelerators
Tasks
- Analyze system bottlenecks
- Build ML performance simulators
- Co-design hardware features
- Collaborate cross-functionally
- Define performance metrics
- Design compute networking memory
- Develop ML benchmarks
- Measure analyze ML performance
- Optimize ML performance
- Translate performance insights into roadmap improvements
- Visualize performance data
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | C++ | Co-design | Compiler | Compute Systems | Distributed Systems | Hardware Simulators | Hardware-Software Co-design | Hardware/software | JAX | Language Models | Large Language Models | Low-level software | Machine Learning | Machine Learning Accelerators | Machine Learning Infrastructure | Memory systems | Networking | Performance Analysis | PyTorch | Python | Software Co-design | Software simulators | TPU
Education
Related jobs
-
Lead Software Engineer-Python & Databricks GBP 90K-123KAWS | Agile | Application Resiliency | CI/CD | Continuous DeliverySenior-level Full TimeGLASGOW, LANARKSHIRE, United Kingdom8h ago
-
Software Specialist (TL) - AI/ML - Monetisation GBP 35K-40KAds | Auction theory | Behavior Modeling | Bidding | BudgetingSenior-level Full TimeRemote, UK | London, UK R10h ago
-
Director, AI & Automation – Shared Services GBP 130K-150KAWS | AWS Bedrock | Access Management | Airflow | Anthropic ClaudeExecutive-level Full TimeEngland, SE1 9RA, GB11h ago
-
DevOps Engineer GBP 72K-90KAPIM | ARM | AWS | Application Gateway | Application Load BalancerAnnual leave | Birthday leave | Charity match funding | Company funded private medical cover | EAP assistanceMid-level Full TimeLondon, England, United Kingdom12h ago
-
Senior Data Engineer GBP 70K-80KAWS IAM | AWS Redshift | Access Control | Amazon Bedrock | Amazon SageMakerSenior-level Full TimeUK-Remote, UK, United Kingdom R21h ago
-
Freelance Machine Learning Engineer USD 110KComputational Algorithms | NumPy | Numerical Methods | Pandas | PythonFreelance engagement | Part-time schedule | Portfolio growth | Remote workMid-level FreelanceUnited Kingdom - Remote R21h ago
-
Software Engineer, Data Engineering GBP 74K-90KC++ | Cloud Computing | Data Modeling | Deep learning | DjangoHybrid working | Work on interdisciplinary teamSenior-level Full TimeLausanne; London1d ago
-
Cloud Platform Engineer, Embedded GBP 70K-80KBash | Billing | CI/CD | GKE | GitHybrid working from homeMid-level Full TimeStoke-on-Trent, England, United Kingdom1d ago
-
Quantitative Developer - Fixed Income (Risk) GBP 65K-85KAPI | Bonds | Cloud | Database | DerivativesEqual opportunity employer programs | Work-life balance initiativesMid-level Full TimeLondon1d ago
-
Quantrepreneur - Quantitative Development GBP 32K-35KC# | C++ | Client Support | Data Pipelines | DebuggingOn-site workEntry-level Full TimeLondon UK1d ago
-
MLOps Engineer GBP 48KCI/CD | Data Governance | GitLab CI | GitLab CI/CD | GrafanaBalanced lifestyle | Flexible working arrangements | Hybrid working | Inclusive workplace | Lifelong learningSenior-level Full TimeGB-ENG-LAN-Preston1d ago
-
Member of Technical Staff, Safety for Agents GBP 225K-325KBias Evaluation | Data Annotation | Data collection | Dataset analysis | Distributed TrainingCo-working stipend | Health and dental benefits | Lunch stipend | Parental leave top-up | Personal enrichment benefitsSenior-level Full TimeLondon1d ago
-
Software Engineer III - Applied AI GBP 81K-97KAWS | Data Preprocessing | Feature Engineering | Generative AI | Language ModelsSenior-level Full TimeLONDON, LONDON, United Kingdom1d ago
-
Data Engineer GBP 55K-60KAWS | Agile | Azure Data | Azure Data Factory | Azure DatabricksHybrid working | Professional developmentMid-level Full TimeLONDON, LONDON, United Kingdom1d ago
-
Data Engineer GBP 50K-75KAWS | Athena | CI/CD | Data integration | Data pipelineDog-friendly office | Free office fruit and snacks | Gym membership | Office breakfasts and lunches | Office dinnerMid-level Full TimeLondon, UK1d ago
-
Staff Applied Scientist GBP 230K-340KCloud Computing | Complex Planning | Deep learning | Explainable AI | GitFlexible hybrid work schedule | Mentoring and coaching | Share optionsSenior-level Full TimeLondon1d ago
-
Lead Data Engineer GBP 75K-96KAWS | Agile | Azure | CI/CD | DatabricksAnnual leave | Cycle to work scheme | Discounted gym membership | Employee clubs and events | Employer feedbackSenior-level Full TimeEdinburgh1d ago
-
NumPy | Pandas | Python | SciPy | Scikit-learnFlexible schedule | Freelance project-based work | Part-time work | Remote workSenior-level FreelanceUnited Kingdom - Remote R1d ago
-
Senior-level Full TimeLondon - Shell Centre, United Kingdom1d ago
-
Customer AI Developer Specialist GBP 80K-93KAnalytics | Audio generation | Data Science | Deep learning | ExperimentationGlobal network of experts | Training programsSenior-level Full TimeLondon, 30 Fenchurch Street, United Kingdom1d ago
-
Quant AI/ML Model Developer VP GBP 115K-146KAmazon Bedrock | Cloud Computing | Data Science | Generative AI | Language ModelsExecutive-level Full TimeCanary Wharf, 1 Churchill Place, United …1d ago
-
Senior Data Engineer GBP 70K-84KAWS | Amazon Redshift | DBT | Data Governance | Data LakeHybrid workingSenior-level Full TimeGlasgow Campus, United Kingdom1d ago
-
Senior data Engineer Anti Fraud GBP 70K-87KAWS | Agile | Automated testing | CloudFormation | Code reviewCareer development opportunities | Hybrid work model | Office days schedule | Remote work optionsSenior-level Full TimeGBR - Manchester, United Kingdom1d ago
-
Mid-level Full TimeFleet, Logic House, United Kingdom1d ago
-
Senior-level Full TimeGlasgow Campus, United Kingdom1d ago