Wells Fargo

Lead AI Engineer

Wells Fargo

full-time

Posted on:

Location Type: Hybrid

Location: Charlotte • California, North Carolina, Texas • 🇺🇸 United States

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Salary

💰 $119,000 - $187,000 per year

Job Level

Senior

Tech Stack

AWSAzureCloudGoogle Cloud PlatformPythonPyTorchTensorflow

About the role

  • Lead the design, development, and deployment of Generative AI solutions using state-of-the-art RAG and Agentic AI Automation techniques.
  • Architect and implement RAG pipelines that effectively retrieve, process, and integrate relevant information from diverse data sources to enhance the performance of generative models.
  • Design and build Agentic AI systems that can autonomously perform complex tasks, learn from experience, and adapt to changing environments.
  • Lead a team of AI engineers, providing technical guidance, mentorship, and support to foster a collaborative and high-performing environment.
  • Conduct research and experimentation to identify and evaluate new AI technologies and techniques that can improve the capabilities of our Generative AI solutions.
  • Collaborate with product managers, data scientists, and other stakeholders to define project requirements, develop technical specifications, and ensure alignment with business goals.
  • Develop and maintain robust testing and validation procedures to ensure the quality, reliability, and security of AI solutions.
  • Monitor and analyze the performance of AI systems, identifying areas for improvement and implementing optimization strategies.
  • Stay up-to-date with the latest advancements in Generative AI, RAG, and Agentic AI Automation, and share knowledge with the team.
  • Contribute to the development of intellectual property through patents, publications, and open-source contributions.
  • Communicate complex technical concepts clearly and effectively to both technical and non-technical audiences.

Requirements

  • 7+ years of Engineering experience, or equivalent demonstrated through one or a combination of the following: work experience, training, military experience, education
  • 7+ years of experience in developing and deploying AI/ML solutions in a production environment.
  • 3+ years of experience specifically working with Generative AI models (e.g., large language models, diffusion models).
  • Strong understanding of RAG techniques and experience building RAG pipelines using tools and frameworks such as LangChain, LlamaIndex, or similar.
  • Experience with Agentic AI Automation and building autonomous AI systems.
  • Proficiency in programming languages such as Python, with experience in relevant libraries and frameworks (e.g., TensorFlow, PyTorch, Transformers).
  • Experience with cloud computing platforms such as AWS, Azure, or GCP.
  • Solid understanding of data structures, algorithms, and software engineering principles.
  • Excellent problem-solving and analytical skills.
  • Strong communication and collaboration skills.
  • Experience with version control systems (e.g., Git).
Benefits
  • Health benefits
  • 401(k) Plan
  • Paid time off
  • Disability benefits
  • Life insurance, critical illness insurance, and accident insurance
  • Parental leave
  • Critical caregiving leave
  • Discounts and savings
  • Commuter benefits
  • Tuition reimbursement
  • Scholarships for dependent children
  • Adoption reimbursement

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
Generative AIRAG techniquesAgentic AI AutomationRAG pipelinesPythonTensorFlowPyTorchTransformerscloud computingdata structures
Soft skills
leadershipmentorshipproblem-solvinganalytical skillscommunicationcollaboration
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