Predoctoral Appointee – Machine Learning for Viral Glycosylation Prediction
Tasks
- Benchmark model performance with statistical analysis
- Build training and benchmarking datasets
- Contribute to peer reviewed publications and technical reports
- Deploy distributed machine learning pipelines
- Design data preprocessing and feature engineering workflows
- Design machine learning algorithms for glycosylation prediction
- Develop graph neural network architectures
- Document software datasets and computational workflows
- Integrate biological sequence structural and biochemical datasets
- Optimize machine learning workflows for high performance computing
- Present research findings in seminars and meetings
- Train models and perform hyperparameter optimization
Perks/Benefits
- N/A
Skills/Tech-stack
DGL | Data Preprocessing | Deep learning | Distributed Training | Feature Engineering | GPU Computing | Git | Graph Neural Networks | High Performance | High-Performance Computing | JAX | Machine Learning | Neural Networks | Parallel Computing | Performance Computing | PyTorch | PyTorch Geometric | Python | Statistical Analysis | TensorFlow | Version control
Education
Related jobs
-
Featured Feat. Principal Knowledge & Data Architect USD 174K-284KAWS Neptune | Canonicalization | Chunking | Cypher | DBTBenefits including health and wellness programs | Health, wellness, and retirement plansSenior-level Full TimeHeadquarters - Chevy Chase, MD R17d ago
-
Member of Technical Staff - Simulation Engineer USD 180K-300KBenchmarking | C++ | Calibration | Data Generation | Distributed SystemsOn-site work in San FranciscoSenior-level Full TimeSan Francisco Bay Area7h ago
-
Senior AI/ML Engineer - Agentic AI USD 148K-306KAPI Design | AWQ | Agent systems | Annotation Workflows | Application developmentSenior-level Full TimePalo Alto, CA, US, 9430413h ago
-
Data Engineer - AI, Hybrid USD 137K-200KDBT | Data Cleansing | Data Imputation | Data Modeling | Data Quality401k matching contribution | 401k plan | Disability coverage | Hybrid work model | Life insuranceSenior-level Full TimeUSA-RESEARCH TRIANGLE PARK, United States R13h ago
-
Staff Applied Scientist USD 193K-242KAlgorithms | Data Analysis | Machine Learning | Machine Learning Inference | Metrics401k match | Child care benefits | Family building benefits | Lyft Pink membership | Lyft creditsSenior-level Full TimeSan Francisco, CA R15h ago
-
Software Engineer - AI Agent Platforms USD 180K-250KAPIs | AWS | Asynchronous processing | CLIs | CloudEmployee benefits | Flexible work environment | Remote work opportunitiesSenior-level Full TimeSan Francisco, California16h ago
-
Senior Staff AI Engineer USD 135K-178KAPI Development | AWS | Airflow | Anthropic | AutogenDiversity and inclusion | Employee mentoring | Inclusive culture | Remote work optionsSenior-level Full TimeOakland, CA; Remote (United States) R1d ago
-
Image & Computer Vision AI Engineer USD 140K-170KComputer Vision | Embeddings Retrieval | Face Recognition | Feature embeddings | GPU Optimization401k match | Dental insurance | Disability insurance | Health insurance | Life insuranceMid-level Full TimeReston, VA, United States; Somerville, Massachusetts, …1d ago
-
AI Research Scientist III USD 150K-275KAzure | Bioinformatics | Cheminformatics | Deep learning | DevOpsAbove market benefits | Generous vacation | Parental leave | Team-building activitiesSenior-level Full TimeBoston, MA1d ago
-
AI Research Scientist I USD 131K-208KArtificial Intelligence | Deep learning | DevOps | Distributed Computing | Graph Neural NetworksGenerous vacation | Great colleagues | Parental leave | Team-building activitiesMid-level Full TimeBoston, MA1d ago
-
AI Research Scientist II USD 144K-216KAzure | Bioinformatics | Cheminformatics | Deep learning | DevOpsGenerous vacation | Parental leave | Team-building activitiesMid-level Full TimeBoston, MA1d ago
-
Applied & Computational Research Scientists USD 112K-149KAlgorithm Design | Artificial Intelligence | Benchmarking | C# | C++Hybrid work schedule | Travel for conferencesMid-level Full TimeMenlo Park, CA, United States1d ago
-
Machine Learning Engineer, Detection (NY) USD 150K-365KAnomaly Detection | Batch inference | Classification | Data Pipelines | Data ProcessingCustomer obsession | Flexible PTO | Free meals | High ownership | Mission-driven cultureSenior-level Full TimeNew York1d ago
-
Staff Research Engineer, Voice + Speech USD 200K-400KData Pipelines | Language Models | Language Processing | Large Language Models | Machine LearningDaily lunches and snacks in office | Dental insurance | Disability benefits | Life insurance | Medical insuranceSenior-level Full TimeSan Francisco1d ago
-
Data Scientist (Machine Learning) USD 180K-230KCausal Inference | Classification | Credit Scoring | Forecasting | Machine Learning401k | Dental insurance | Equity | Extended maternity leave | Extended paternity leaveMid-level Full TimeNYC1d ago
-
Senior-level Full TimePalo Alto1d ago
-
Research Engineer USD 200K-300KAttention Optimization | Data parallelism | Distributed Training | Experiment tracking | GPU ComputingMid-level Full TimePalo Alto1d ago
-
Research + Modeling USD 192K-275KData Pipelines | Deep learning | Distributed Systems | Language Models | Large Language ModelsMid-level Full TimePalo Alto1d ago
-
AI Engineer USD 125K-197KAgentic Architectures | Langchain | Language Models | Large Language Models | Model OrchestrationMid-level Full TimeCanada1d ago
-
Space Operations Engineer (Embedded Software) USD 119K-160KAPI | ARM | C# | C++ | Communication ProtocolsMid-level Full TimeSan Francisco, CA1d ago
-
Applied Data Solutions Program (Internships) USD 40K-44KApache Spark | C++ | Data Modeling | Data Structures | Development LifecycleCollaborative team environment | Mentorship | TrainingEntry-level InternshipAustin; Cupertino1d ago
-
Applied Data Solutions Program (Internships) USD 40K-44KApache Spark | Batch Processing | C++ | Data Modeling | JavaCollaboration | Mentorship | TrainingEntry-level InternshipAustin; Cupertino1d ago
-
Robotics Field Engineer (Gardena, CA) USD 110K-140KApplication debugging | ArgoCD | Beckhoff | Diagnostics | DrivesPaid training on site | Travel to customer siteMid-level Contract Full TimeGardena, CA1d ago
-
Forward Deployed Process Engineer USD 150K-200KChain management | Data analytics | Enterprise Resource Planning | Execution systems | Generative AIIndustry-leading compensation and benefits | Travel opportunitiesMid-level Full TimeSan Francisco (Bay Area)1d ago
-
Senior Software Engineer, Robotics Platform USD 143K-230KC# | C++ | CUDA | DDS | ElectronicsHigh ownership team | On-site work schedule | Production systems experience | Robot fleet impact | Startup environmentSenior-level Full TimeSan Francisco1d ago