Senior ML Engineer
Tasks
- Collaborate with research engine tooling and QA teams
- Conduct model pruning and weight clustering
- Curate large scale datasets and generate synthetic data
- Define best practices for performance and SDK delivery
- Define model inputs and outputs and preprocessing postprocessing
- Design training curricula and augmentation strategies
- Distill and compress machine learning models
- Implement model CI CD and model registries
- Implement quantization aware training and quantization
- Integrate ML inference into production rendering pipelines
- Mentor engineers and conduct code reviews
- Optimize neural network architectures for efficient inference
- Perform inference optimization for production
- Profile latency throughput and memory footprint
- Track experiments and ensure model reproducibility
Perks/Benefits
Skills/Tech-stack
C++ | CI/CD | CUDA | CUDNN | Containerization | Distributed Training | EfficientNet | Experiment tracking | Instant NGP | JAX | Knowledge Distillation | Low Rank SVD | MLOps | Mixed Precision | MobileNet | Model Registry | Nerf | Neural Rendering | ONNX | ONNX Runtime | Operator fusion | Pruning | PyTorch | Python | Quantization | Quantization aware training | Sparsity | Telemetry | TensorFlow | TensorRT | Testing | UNet | Version control | Vision Transformer | Weight Clustering
Education
Related jobs
-
Data Engineer PLN 153K-247KAWS | Apache Airflow | Azure | Cloud Computing | Cloud platformAgile/Scrum environment | Choice of technical equipment | Flexible schedule | Flexible working hours | Hybrid or remote workMid-level Full TimeKraków, Lesser Poland Voivodeship, Poland - … R21h ago
-
A/B | A/B Testing | B testing | Cause analysis | DashboardsEquity participation | Fully remote | Healthcare coverage | Home office setup allowance | International company retreatsSenior-level Full TimePoland R1d ago
-
Apex | C# | C++ | Case Development | DartContinuous learning | Flexible interview process | Remote workSenior-level Part TimeWarsaw, Poland R2d ago
-
Back-end Developer with AI Experience PLN 240K-330KAI pipeline | Artificial Intelligence | Code review | Data integration | JavaScriptContinuous learning | Flexible schedule | International team collaboration | Professional growth | Remote workMid-level Full TimeKraków, Lesser Poland Voivodeship, Poland R2d ago
-
Back-end Developer with AI Experience PLN 228K-330KAI/ML | Chatbot Development | JavaScript | LLM | Machine LearningContinuous learning | Flexible schedule | International team collaboration | Professional growth opportunities | Remote workMid-level Full TimeKraków, Lesser Poland Voivodeship, Poland R2d ago
-
Senior/Lead Software Data Engineer (Roads Team) USD 75K-112KAWS Glue | AWS IAM | AWS S3 | Amazon Athena | Amazon EC2Flexible work arrangements | Health care | Learning and development | Parental leaveSenior-level Full TimeMapbox Poland R5d ago
-
AI Software Engineer PLN 317K-400KAI ethics | API Integration | Adobe Firefly | Agile | AnthropicCo-working space coverage | Dental care reimbursement | Gym membership | Home office stipend | Medical coverageMid-level Full TimeWarsaw, Remote, PL R5d ago
-
AI systems | Agent systems | Agentic Workflows | Autonomous AI | Autonomous AI systemsCollaborative inclusive environment | Internal mobility | Mentorship and growth opportunities | Remote-friendly culture | Work-life balanceSenior-level Full TimePoland, REMOTE, Poland R6d ago
-
API Design | API Gateway | Authentication | Authorization | CI/CDFlexible work options | Work from home optionMid-level Full TimePoland R7d ago
-
API Gateway | Alerting | Authentication | Authorization | CI/CDFlexible work options | Work from home optionMid-level Full TimePoland R7d ago
-
AI Inference | CI/CD | Cloud services | Containerization | DebuggingFlexible workingMid-level Full TimePoland R7d ago
-
Benchmarking | Compute Cost Optimization | Cost Optimization | Distributed inference | GPU OptimizationFlexible work arrangement | Work from home optionSenior-level Full TimePoland R7d ago
-
API Development | Authentication | Backend Development | CI/CD | Cloud ComputingFamily benefits | Flexible working options | Health benefits | Remote work optionEntry-level Full TimePoland R7d ago
-
AI Engineer - Memory Retrieval PLN 183K-298KAgent Frameworks | Agent Orchestration | Autogen | CrewAI | EmbeddingsHybrid remote work | Professional developmentMid-level Full TimeWarsaw, Poland R7d ago
-
Senior Data Engineer (Snowflake & DBT) PLN 220K-396KCI/CD | DBT | Data Modeling | Data Observability | Data TestingSenior-level Full TimeRemote, Poland R8d ago
-
Analytics Engineer (dbt/Snowflake) (f/m/d) PLN 220K-370KCTEs | Custom Tests | DBT | Data Modeling | Data QualityCareer progression | English classes | Learning investment | Ownership opportunities | Professional developmentSenior-level Full TimePoland - Remote R8d ago
-
Azure Data Engineer PLN 180K-279KAzure | Azure Data | Azure Data Factory | Azure Synapse | BicepBonuses | Cafeteria system | Certification fee coverage | Flexible hours | Life insuranceMid-level Full TimePoland - Remote R9d ago
-
Cloud Engineer with Databricks (Aviation Industry) PLN 267K-384KActive Directory | Apache Spark | Azure AKS | Azure Active Directory | Azure DataCourses and certifications | Family-friendly office | Hybrid working | Private dental care | Private medical careMid-level Full TimeWarszawa, PL R9d ago
-
Autonomous Systems | Conversational AI | Data Pipelines | Deep learning | Hugging FaceCompetitive salary | Growth opportunities | Inclusive culture | Remote-friendlySenior-level Full TimePoland, REMOTE, Poland R13d ago
-
Senior Python/AI Developer PLN 250K-360K.NET | AI Security | AWS | Azure | DockerCritical illness insurance | Dental | Disability insurance | Family medical plan | Financial adviceSenior-level Full TimeRemote, Poland R13d ago
-
AWS | Code review | Debugging | Distributed Systems | KotlinEmployee resource groups | Flexible spending wallets | Learning and development | Parental benefits | Wellness daysSenior-level Full TimeRemote Poland R15d ago
-
Embedded Software Engineer with Automotive CyberSecurity PLN 216K-297KARM TrustZone | C# | C++ | CAN bus | Communication SecurityEmployee assistance program | Employee share purchase plan | Flexible work location | Life insurance | Multisport accessMid-level Full TimeWroclaw, Dominikanski Center, Poland R16d ago
-
Senior Backend Engineer (AI/LLM Systems) PLN 300K-402KAI Tooling | AI platforms | API Development | Batching | CachingCentrally located office | Equity participation | Flexible time | Modern tools | Remote workSenior-level Full TimePoland - Remote R17d ago
-
AI Agent Engineer USD 30K-60KAPI Integration | Anthropic | CI/CD | Containerization | CrewAIFast-moving startup | Opportunity to work on cutting-edge AI systems | Remote roleMid-level Full TimePoland - Remote R18d ago
-
Cloud Native | Docker | Golang | Helm | KubernetesFlexible hours | Health insurance | Language courses | Paid vacation | Remote WorkingEntry-level Full TimeRemote but only within Poland R20d ago