Research Scientist - Voice AI Foundations
Deepgram$150,000 - $220,000/year
Full Time
Mid-level (3 to 4 years), Senior (5 to 8 years)
Senior Manager, Data Science - AI Foundations at Capital One
New York, New York, United States
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Financial Services, BankingIndustries
Requirements
- Customer first mindset, passionate about making the right decisions for customers
- Innovative, continually researching and evaluating emerging technologies, staying current on state-of-the-art methods
- Creative, thrives on defining big undefined problems, asking questions, and sharing new ideas
- A leader who challenges conventional thinking, works with stakeholders to improve the status quo, and is passionate about talent development
- Technical expertise in advanced ML and DL technologies including language models, with hands-on experience working with LLMs using open-source tools and cloud computing platforms
- Influential, passionate about AI/ML, able to bring cross-functional teams along in innovations, and communicates effectively with non-technical audiences
- Experienced in training language models or large computer vision models, with expertise in one or more key subdomains such as training optimization, self-supervised learning, explainability, or RLHF
- Engineering mindset with a track record of delivering models at scale in both training data and inference volumes
Responsibilities
- Partner with cross-functional teams of data scientists, software engineers, machine learning engineers, and product managers to deliver AI-powered products
- Leverage technologies like Pytorch, AWS Ultraclusters, Hugging Face, LangChain, Lightning, VectorDBs to analyze huge volumes of numeric and textual data
- Serve as expert in Natural Language Processing (NLP) to harness, adapt, and finetune Large Language Models (LLMs) for customer-facing applications
- Build machine learning and NLP models through all phases: design, training, evaluation, validation
- Partner with engineering teams to operationalize models in scalable, resilient production systems serving 80+ million customers
- Translate complex work into tangible business goals using interpersonal skills
Skills
PyTorch
AWS
Hugging Face
LangChain
Lightning
VectorDB
NLP
LLMs
Machine Learning
Generative AI
Capital One
Offers diverse financial products and services
About Capital One
Capital One provides a variety of financial services aimed at making banking accessible and easy for everyone. The company offers products such as credit cards, savings accounts, car loans, and business checking accounts, catering to both individual consumers and small businesses primarily in the United States. Capital One's approach includes user-friendly banking solutions with no fees or minimums for checking accounts, allowing customers to manage their finances more effectively. They generate revenue through interest on loans, credit card fees, and investment banking services. What sets Capital One apart from its competitors is its strong commitment to financial inclusion and literacy, demonstrated through community partnerships and educational initiatives, such as collaborations with Khan Academy. The company's goal is to create a more inclusive financial system and empower customers with the knowledge and tools they need to make informed financial decisions.
McLean, VirginiaHeadquarters
2014Year Founded
$15.9MTotal Funding
IPOCompany Stage
Fintech, Financial ServicesIndustries
10,001+Employees
Benefits
Medical, Dental, & Vision coverage
Onsite Health Centers
Prescription saving with network of local pharmacies
Stock Purchase Plan
Education Assistance
401(k)
Flexible Spending Accounts
Life and Disability insurance
Generous paid time off + corporate & floating holidays
Registered dieticians on site, cooking classes and free virtual fitness classes
Employee Assistance Program
Risks
Increased competition in subscription management tools may dilute Capital One's advantage.
Over-reliance on partnerships could expose Capital One to technological risks.
Departure of key personnel like Joe Rodriguez may affect risk management continuity.
Differentiation
Capital One offers user-friendly banking with no fees or minimums for checking accounts.
The company partners with Khan Academy to provide financial literacy education.
Capital One is the first major U.S. bank to offer subscription management tools.
Upsides
Capital One's mobile app is a model for secure, user-friendly digital banking.
Data sharing with Worldpay enhances payment security and fraud prevention.
Partnerships with fintechs like Minna Technologies improve customer experience.
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