AI Research Engineer (Kernel & Inference Optimization)
Tasks
- Build scalable inference pipelines for cloud edge and resource constrained environments
- Create testing datasets and deployment scenarios
- Design optimize model serving architectures for low latency and high throughput
- Develop benchmarking methodologies and performance validation frameworks
- Identify bottlenecks in serving pipelines
- Improve inference infrastructure through experimentation and iteration
- Integrate optimized inference solutions into production environments
- Monitor and analyze inference performance metrics
- Optimize inference frameworks and deployment strategies
- Run controlled inference experiments for performance and reliability
Perks/Benefits
Skills/Tech-stack
AI infrastructure | Benchmarking | Bottleneck analysis | Cloud Computing | Deep learning | Edge Computing | Error Rate Monitoring | Error rate | Inference Optimization | Inference Pipelines | Latency optimization | Machine Learning | Memory Optimization | Model Deployment | Model Serving | Multi-Modal | Multi-modal Models | Performance Monitoring | Performance Profiling | Profiling | Rate monitoring | Response time | Throughput Optimization | Token Response Time
Education
N/A
Related jobs
-
Cloud infrastructure | Data Pipelines | Debugging | ETL | Google ColabCareer growth opportunities | Continuous learning opportunities | Coworking access | Flexible work hours | Fully remoteMid-level Full TimeGermany R1d ago
-
Cloud Computing | Distributed Systems | Go | Infrastructure as Code | Kubernetes100 percent remote | Annual leave policy | Global culture | Mentorship | On-call rotationSenior-level Full TimeGermany (Remote) R1d ago
-
Internship Measurement Systems and Machine Learning for Inertial Sensor Characterization EUR 31K-31KCircuit design | Control Systems | Data Pipelines | Data Preprocessing | ElectronicsHybrid work setup | University enrollment requirementEntry-level Full Time InternshipKusterdingen, BW, Germany R1d ago
-
AI/ML Engineer (w/m/d) EUR 50K-68KAWS | Artificial Intelligence | Cloud Computing | Data Engineering | Data platformAnnual learning budget | Company and team events | Flexible working hours | Internet stipend | Meal subsidyMid-level Full TimeBerlin, Germany, Remote, Germany R1d ago
-
AI Research Engineer - Computer Vision GBP 65K-90KAdversarial Attacks | Computer Vision | Deep learning | Edge Computing | Hardware optimizationEnhanced parental leave | Gym membership | Learning allowance | Mental health support | Paid Family Emergency LeaveSenior-level Full TimeBerlin; London; Munich R2d ago
-
API Development | AWS | Airflow | Athena | Data ProcessingAsync-friendly culture | Conference support | Flexible working hours | Fully remote | Personal development supportSenior-level Full TimeGermany R2d ago
-
Bash | C# | C++ | CI/CD | Cloud30 days vacation | Flexible working hours | Health insurance package | Remote work within European Union | Sports club membershipMid-level Full TimeMunich, Germany R2d ago
-
Machine Learning Engineer EUR 32K-37KDocker | Kubernetes | MLOps | MLflow | Machine LearningRemote workMid-level Full TimeBerlin, Germany; Helsinki, Finland R2d ago
-
AI Engineering Team Lead EUR 56K-86KAgent Orchestration | Agile | Distributed Systems | Language Models | Large Language ModelsRemote work flexibility | Stock grant opportunities | WeWork access optionalSenior-level Full TimeGermany R5d ago
-
Staff MLOps Engineer (AI/ML Platform) EUR 56K-78KAWS | AWS EKS | Apache Spark | Batch Scoring | CachingSenior-level Full TimeRemote, Remote, Germany R5d ago
-
Chatbots | Churn modeling | Credit Risk | Customer churn | Customer churn modelingFlexible work arrangements | Hybrid working | International travel | Workplace support coachingSenior-level Full TimeBerlin - Mittelstrasse, Germany R6d ago
-
Freelance Data Science Engineer (Python & SQL) USD 116K-116KData Analysis | Data Ingestion | Data cleaning | Deep learning | Exploratory Data AnalysisFlexible hours | Part-time schedule | Project based workMid-level FreelanceGermany - Remote R7d ago
-
AI & Data Scientist (m/f/d) EUR 53K-53KCI/CD | Embeddings | Keras | LLM APIs | Language ProcessingContinuous learning support | Corporate discounts | Flexible work options | Health insurance | Hybrid workSenior-level Full TimeDE-Landau in der Pfalz, DE-Remote R7d ago
-
AI & Data Scientist (m/f/d) EUR 53K-53KCI/CD | Embeddings | Keras | LLM APIs | Language ModelsContinuous learning | Corporate discounts | Health insurance | Hybrid work | Paid travelSenior-level Full TimeDE-Landau in der Pfalz, DE-Remote R7d ago
-
AI Developer EUR 43K-66KAzure | CI/CD | Deep learning | Deep learning pipelines | DockerCareer advancement | Flexible working hours | Remote workMid-level Full TimeGermany - Remote R7d ago
-
AUTOSAR | Artificial Intelligence | Battery Cell Chemistry | C# | Cell ChemistrySenior-level Full TimeMunich, Germany R8d ago
-
Apache Airflow | Apache Spark | CI/CD | Data Lakes | Data ModelingFlexible location | Flexible working hours | Home office | Innovative team | Opportunity for personal ideasMid-level Full TimeRemote, München R12d ago
-
AWS | CI/CD | Docker | Git | GitHub ActionsDirect collaboration with industry experts | Ownership in production | Paid vacation | Personal development | Remote flexibilityMid-level Full TimeGermany - Remote R12d ago
-
Mid-level Full TimeBerlin, Hamburg, Köln, Remote R12d ago
-
AI Algorithm Developer Medical Imaging (m/w/d) EUR 53K-53KBig Data | C++ | Deep learning | Machine Learning | PyTorchCareer planning | Givve card | Hybrid work | Knowledge sharing | New Work modelSenior-level Full TimeDeutschland - Remote R12d ago
-
Senior-level Full TimeGermany remote R14d ago
-
AI/ML Manager, Supply Data Products EUR 49K-75KAgentic Workflows | Artificial Intelligence | Communication | Data Science | GuardrailsDiscounts on company activities | Fitness budget | Health and wellness benefits | Hybrid work | Language reimbursementMid-level Full TimeBerlin R15d ago
-
Senior MLOps Engineer (f/m/d) EUR 80K-100KAirflow | Continuous Training | Data Quality | Data quality monitoring | Deep learning30 vacation days | Employee assistance program | Flexible working hours | Hackathons | Hybrid work setupSenior-level Full TimeHamburg R16d ago
-
Data Science Engineer/Analyst Aerospace (m/w/d) EUR 66K-68KApache Kafka | Apache Spark | Big Data | Dashboards | Data AnalysisAdditional IT equipment | Company car | Company fitness | Family service | Flexible vacationSenior-level Full Timebundesweit, Germany R16d ago
-
AI Strategy Intern (m/w/d) EUR 45K-55KArtificial Intelligence | Data Analysis | Graph Database | Langchain | Machine LearningAfter-work events | Career development paths | Early Ownership and Responsibility | Flexible working hours | Modern hardware providedEntry-level Full Time InternshipMünchen R16d ago