Staff Machine Learning Engineer
Tasks
- Build data pipelines
- Deploy production ML systems
- Design inference architecture
- Ensure model robustness safety and bias evaluation
- Implement model evaluation pipelines
- Improve memory efficiency
- Integrate ML systems into application backends
- Maintain data systems for training data
- Monitor, debug, and resolve production issues
- Optimize GPU performance
- Own end to end ML system execution
- Reduce inference latency
- Run training workflows
- Scale inference systems
Perks/Benefits
- N/A
Skills/Tech-stack
Bias Evaluation | DPO | Data Pipelines | Deployment | GPU Optimization | Inference Optimization | JAX | Knowledge Distillation | Latency optimization | LoRA | Machine Learning | Memory Optimization | Model Evaluation | Model Training | PyTorch | Python | QLoRA | Robustness Evaluation | SFT | Safety evaluation | Scalability | Synthetic data
Education
N/A
Related jobs
-
Technical Lead, Machine Learning SGD 140K-191KBias | DPO | Data Pipelines | Deployment | GPU OptimizationSenior-level Full TimeSingapore8h ago
-
Principal Machine Learning Engineer SGD 140K-195KApache Arrow | Apache Spark | DPO | Data Processing | Deep learningSenior-level Full TimeSingapore8h ago
-
Member of Technical Staff, Machine Learning SGD 140K-191KData Pipelines | GPU Computing | Inference | JAX | Machine LearningSenior-level Full TimeSingapore8h ago
-
Senior Machine Learning Engineer SGD 140K-185KData Preparation | Debugging | Deep learning | GPU Computing | JAXSenior-level Full TimeSingapore8h ago
-
Android Software Engineer SGD 70K-130KAnalytics | Android | Asynchronous programming | Coroutines | FlowMid-level Full TimeSingapore8h ago
-
Backend Engineer, AI (Agent Systems) SGD 140K-171KAlerting | Anthropic | Batching | Caching | Distributed SystemsSenior-level Full TimeSingapore8h ago
-
Full Stack Engineer, AI systems SGD 120K-160KAPI Architecture | Anthropic | Docker | Kubernetes | Next.jsSenior-level Full TimeSingapore8h ago
-
APIs | Azure | Azure Data | Azure Data Explorer | Azure Data FactoryNo hybrid option | Onsite workMid-level Full TimeSingapore, Singapore1d ago
-
Senior Data Engineer, Product Analytics, Payments SGD 106K-130KAI workflows | Agentic Workflows | Analytics infrastructure | Data Architecture | Data GovernanceSenior-level Full TimeSingapore1d ago
-
AI Engineer (GovText) SGD 70K-133KAmazon RDS | Application development | CI/CD | DevOps | ElasticsearchEmployee wellness programmes | Flexible work arrangements | Leave benefitsMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Mid-level Full TimeSingapore1d ago
-
Senior AI Applications Engineer (Full Stack) SGD 136K-160KAWS | Azure | ClickHouse | Data Pipelines | DockerSenior-level Full TimeSingapore1d ago
-
Senior Software Engineer (AI Engineering) SGD 147K-180KCI/CD | Database | Docker | Domain-Driven Design | FastAPISenior-level Full TimeSingapore, Singapore1d ago
-
APIs | Autogen | CrewAI | Dashboards | DebuggingSenior-level Full TimeSingapore, Singapore, Singapore1d ago
-
AI Engineer (Graduate) SGD 57K-57KAWS | Cloud platform | Data Analysis | Data Preprocessing | DockerCertifications support | Continuous learning | Innovation programmes | Mentorship | Structured trainingEntry-level Full TimeSingapore1d ago
-
AI Engineer, Group Digital & Technology SGD 97K-135KAPI Integration | BigQuery | Cloud Functions | Cloud Run | Cloud StorageMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Urban Robotics Intern SGD 39K-43KC# | C++ | Circuit analysis | Communication Protocols | Electrical circuitEntry-level InternshipSingapore, SG, 5698741d ago
-
Data Engineer - A26026 SGD 60K-92KAWS | Azure | Cloud platform | Data Warehousing | Data pipelineCoaching and mentoring | Employee wellness program | Growth opportunities | Structured development frameworkMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Account Security | Behavioral Data | Behavioral Data Analysis | Data Analysis | Data MiningSenior-level Full TimeSingapore, Singapore2d ago
-
A Star | Apollo | AutoWare | C++ | CARLABirthday leave | Flexwork arrangements | Medical insurance | Parental leave | Term life insuranceSenior-level Full TimeSingapore, Singapore2d ago
-
Senior Software Engineer, Perception SGD 120K-135K3D Perception | C++ | Calibration | Camera | Cause analysisBenefits package options | Birthday leave | Employee assistance programme | Flexible work arrangements | Medical insuranceSenior-level Full TimeSingapore, Singapore2d ago
-
Solutions Architect (Taiwan) SGD 184K-221KApache Spark | Big Data | Big data analytics | Cloud Computing | Data analyticsSenior-level Full TimeSingapore2d ago
-
AVP/VP, AI Engineer, Data Management Office SGD 156K-252KAPI Integration | Automated testing | Azure | Azure Databricks | Copilot StudioExecutive-level Full TimeSingapore2d ago
-
Amazon S3 | Distributed Systems | Go | Graph Database | High AvailabilityEntry-level Full TimeSingapore, Singapore, Singapore2d ago
-
Entry-level Full TimeSingapore, Singapore, Singapore2d ago