About this role
Applied Researcher II develops AI foundation models and agentic AI capabilities for Capital One/Discover Banking, partnering with data scientists and engineers to deliver AI-powered products.
Key Responsibilities
- Partner with cross-functional teams to deliver AI-powered products
- Build AI foundation models from design through deployment
- Engage in high impact applied research and transfer to customer experiences
- Translate complexity into business goals
- Own research agenda and long-running projects
Technical Overview
Stack includes PyTorch, AWS Ultraclusters, HuggingFace, Lightning, VectorDBs; building foundation models and applying RLHF; production deployment on cloud.
Ideal Candidate
The ideal candidate is a mid-level applied AI researcher with a PhD or MS and 4+ years of experience in NLP/LLMs, familiar with PyTorch, AWS, HuggingFace, and MLOps, and capable of delivering production-ready AI in banking products.
Must-Have Skills
Currently hasor is in the process of obtainingPhD in Electrical EngineeringComputer EngineeringComputer ScienceAIMathematicsor related fieldswith an exception that required degree will be obtained on or before the scheduled start date plus 2 years of experience in Applied Research or MS in Electrical EngineeringComputer EngineeringComputer ScienceAIMathematicsor related fields plus 4 years of experience in Applied Research
Nice-to-Have Skills
PhD in Computer ScienceMachine LearningComputer EngineeringApplied MathematicsElectrical Engineering or related fieldsLLMPhD focus on NLP or Masters with 5 years of industrial NLP research experienceMultiple publications on topics related to pre-training of large language modelsPublications in ACLNAACLEMNLPNeurIPSICML or ICLROptimization (Training & Inference)PhD focused on topics related to optimizing training of very large deep learning modelsExperience with compiler designFinetuningPhD focused on topics related to guiding LLMs with further tasks
Tools & Platforms
PyTorchHuggingFaceAWS UltraclustersLightningVectorDBs
Required Skills
AI foundationsLLM coreagentic AIPyTorchAWSHuggingFaceLightningVectorDBsNLPRLHFMLOpsdeep learning
Hard Skills
PythonPytorchHuggingfaceLightningVectorDBsNLPAI foundation modelsRLHFMLOpsCloud computing platforms
Soft Skills
Analytical thinkingCommunicationCollaborationCreativity
Keywords for Your Resume
Applied Researcher IIAI FoundationsLLM CoreAgentic AIPytorchAWS UltraclustersHuggingfaceLightningVectorDBsLLMNLPRLHFMLOpsDeep LearningAI researchbankingcapital onepytorchaws ultraclustershuggingfacelightningvectordbsllm coreagentic ainlprlhfmlops
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