Senior Machine Learning Engineer, Search
Tasks
- Build search and retrieval platform components
- Collaborate with research to evolve embeddings and retrieval strategies
- Develop hybrid fusion and reranking
- Develop production microservices
- Develop temporal segment level search
- Implement evaluation frameworks for search quality
- Implement lexical retrieval
- Optimize retrieval performance at scale
- Own vector indexing ANN
- Serve machine learning inference
- Ship search capabilities end to end
Perks/Benefits
- N/A
Skills/Tech-stack
ANN | Apache Airflow | Async Programming | BM25 | Distributed Systems | EKS | Elasticsearch | Go | Hybrid retrieval | Inference Optimization | Inference Server | Information Retrieval | KServe | Kubeflow | Kubernetes | Lexical retrieval | Machine Learning | Microservices | Model Serving | Python | Ray | Ray Serve | Reranking | Score Normalization | Search Engines | Spark | Triton Inference | Triton Inference Server | Vector Databases | Vector Search
Education
N/A
Related jobs
-
Senior Staff Customer Engineer - Automotive AI Engineer KRW 65000K-90000KAPIs | Agentic AI | Artificial Intelligence | Cloud Computing | Data EngineeringAnnual health checkup | Complimentary meals snacks and beverages | Computer accessory allowance | English support class | Family leaveSenior-level Full TimeSeoul, South Korea14h ago
-
API Design | Algorithms | Apache Beam | Apache Spark | BigQueryMid-level Full TimeSeoul, Korea1d ago
-
Senior Software Engineer - Ads Experience (시니어 소프트웨어 엔지니어) KRW 65000K-90000KAPIs | Apache Beam | Apache Spark | BigQuery | BigtableSenior-level Full TimeSeoul, Korea1d ago
-
Bash | Cloud platform | Data Ingestion | Data Processing | DockerAsynchronous culture | Friendly work environment | Remote-friendlyMid-level Full TimeSeoul, South Korea1d ago
-
ML Researcher (Computer Vision – Vision Language Model)) KRW 33000K-33000KCloud Computing | Computer Vision | Deep learning | Distributed Computing | Document AIRelocation Assistance (not negotiable)Mid-level Full TimeKOR - Seoul, South Korea, Korea, …2d ago
-
ARINC 429 | ARINC 664 | ARM | Agile | BashRelocation assistance not includedSenior-level Full TimeKOR - Seoul, South Korea, Korea, …2d ago
-
ML Researcher (Computer Vision – Vision Language Model)) KRW 33000K-33000KComputer Vision | Deep learning | Document AI | Language Models | Large Language ModelsMid-level Full TimeKOR - Seoul, South Korea, Korea, …2d ago
-
Senior-level Full TimeKOR - Seoul, South Korea, Korea, …2d ago
-
Senior-level Full TimePangyo (Software Dream Center), South Korea3d ago
-
Senior-level Full TimePangyo (Software Dream Center), South Korea3d ago
-
3D Vision | C++ | CMake | CNN | CUDADaily meal support | Flexible work hours | Hybrid work | No dress code | Paid sick leaveEntry-level Full TimeSeoul, Korea3d ago
-
C++ | Data Modeling | Data Quality | Data integration | Data pipelineMid-level Full TimeSeoul - 92, Hangang-daero, Korea, Republic …3d ago
-
Apache Flink | Apache Spark | Caching | Cloud deployment | DockerSenior-level Full TimeSeoul, Seoul, Korea, Republic of7d ago
-
AI Inference | Algorithms | C# | C++ | Computer ArchitectureHybrid work model | In-office collaboration | Remote work flexibilityMid-level Full TimeKOR - Seoul, Korea, Republic of8d ago
-
3D Deep Learning | 3D Mesh | API Development | C++ | Computer GraphicsBook Reimbursement | Flexible work schedule | Health checkup | Insurance benefits | Meal supportEntry-level Full TimeSeoul9d ago
-
Data Analysis | Data Modeling | Data Pipelines | Databricks | PythonMid-level Full TimeSeoul11d ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Remote-friendly work environmentMid-level Full TimeSeongnam, South Korea11d ago
-
3D Computer Vision | API Development | C++ | Computer Graphics | Computer VisionAdditional leave | Equipment allowance | Flexible work schedule | Health checkups | Meal supportEntry-level Full TimeSeoul11d ago
-
APIs | Accuracy | Agent Development Kit | Agent systems | Agentic WorkflowsSenior-level Full TimeSeoul, South Korea14d ago
-
Bottleneck analysis | C plus plus | Cloud Performance | Cloud performance optimization | Code optimizationSenior-level Full TimePangyo (Software Dream Center), South Korea14d ago
-
Batching | Caching | Deep learning | Distributed Training | GPU ComputingEnglish education program support | Equipment stipend | Health checkup support | Hybrid work | Meals and transportation cardSenior-level Full TimeSeoul, South Korea18d ago
-
Batching | Caching | Computer Vision | Distributed Training | GPU ComputingAnnual health checkup | English education program | Equipment refresh every 3 years | Hybrid work model | MacBook equipment providedSenior-level Full TimeSeoul, South Korea18d ago
-
Batching | Caching | Computer Vision | Data Curation | Data workflowsCompany card | English education | Equipment stipend | Health checkup | Hybrid workSenior-level Full TimeSeoul, South Korea18d ago
-
Data Curation | Distributed Training | Machine Learning | Model Evaluation | Multimodal LearningAnnual health check | English education support | Equipment stipend | Equipment upgrade | Hybrid workSenior-level Full TimeSeoul, South Korea18d ago
-
A/B | A/B Testing | B testing | Cloud Computing | Data AnalysisEntry-level Full TimeSeoul, South Korea21d ago