Capital One
Financial Services
Sr.LeadAIEngineer(InferenceOptimization,FMhosting,AIPlatform)
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“Sr. Lead AI Engineer (Inference Optimization, FM hosting, AI Platform) at Capital One. Skills: AI Engineering, Inference Optimization, FM hosting, AI Platform. Partner with cross-functional team. Deliver AI-powered products”
Industry & Context.
Root cause analysis; Dig deep to uncover root of problems
What They're Looking For.
Must Have
Bachelor's degree in Computer Science, AI, Electrical Engineering, Computer Engineering, or related fields plus at least 6 years of experience developing AI and ML algorithms or technologies, Master's degree in Computer Science, AI, Electrical Engineering, Computer Engineering, or related fields plus at least 4 years of experience developing AI and ML algorithms or technologies, 6 years of experience programming with Python, Go, Scala, or Java
Nice to Have
7 years of experience deploying scalable and responsible AI solutions on cloud platforms, Experience designing, developing, integrating, delivering, and supporting complex AI systems, Demonstrated ability to lead and mentor an engineering team and influence cross-functional stakeholders, Experience developing AI and ML algorithms or technologies using Python, C++, C#, Java, or Golang, Experience developing and applying state-of-the-art techniques for optimizing training and inference software, Passion for staying abreast of the latest AI research and AI systems, Excellent communication and presentation skills
What You'll Do.
Partner with cross-functional team
Deliver AI-powered products
Design AI software components
Develop AI software components
Test AI software components
Deploy AI software components
Support AI software components
Train foundation models
Perform large language model inference
Implement similarity search
Conduct experimentation
Implement observability
Leverage Open Source AI technologies
Leverage SaaS AI technologies
Invent LLM optimization techniques
Introduce LLM optimization techniques
Improve performance of AI systems
Improve scalability of AI systems
Improve cost of AI systems
Improve latency of AI systems
Improve throughput of AI systems
Contribute to technical vision
Contribute to long term roadmap
How You'll Work.
Team & Collaboration
Cross-functional team; Engineers; Research scientists; Technical program managers; Product managers; Partners across company
Communication Scope
Presentation skills; Articulate complex AI concepts
Process & Methodology
Roadmap planning
Full Job Description
Sr. Lead AI Engineer (Inference Optimization, FM hosting, AI Platform) **Overview:** At Capital One, we are creating responsible and reliable AI systems, changing banking for good. For years, Capital One has been an industry leader in using machine learning to create real-time, personalized customer experiences. Our investments in technology infrastructure and world-class talent — along with our deep experience in machine learning — position us to be at the forefront of enterprises leveraging AI. From informing customers about unusual charges to answering their questions in real time, our applications of AI & ML are bringing humanity and simplicity to banking. We are committed to continuing to build world-class applied science and engineering teams to deliver our industry leading capabilities with breakthrough product experiences and scalable, high-performance AI infrastructure. At Capital One, you will help bring the transformative power of emerging AI capabilities to reimagine how we serve our customers and businesses who have come to love the products and services we build. **Team Description:** The Intelligent Foundations and Experiences (IFX) team is at the center of bringing our vision for AI at Capital One to life. We work hand-in-hand with our partners across the company to advance the state of the art in science and AI engineering, and we build and deploy proprietary solutions that are central to our business and deliver value to millions of customers. Our AI models and platforms empower teams across Capital One to enhance their products with the transformative power of AI, in responsible and scalable ways for the highest leverage impact. **In this role, you will: ** * Partner with a cross-functional team of engineers, research scientists, technical program managers, and product managers to deliver AI-powered products that change how our associates work and how our customers interact with Capital One. * Design, develop, test, deploy, and support AI software
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