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Advanced Technology Senior Software Engineer

Wells Fargo & Company - Institutional Retirement & Trust business

Chandler, AZ
Full Time
Senior
97k-206k
16 days ago

Job Description

About the Role

We are seeking a High-Performance Computing (HPC) Engineer with experience in Machine Learning to optimize and scale AI/ML workloads. The ideal candidate will have experience with distributed training, model parallelization, GPU acceleration, and performance optimization across diverse hardware platforms. Experience or strong interest in Large Quantitative Models of High-Frequency Time Series is a strong advantage. In this role, you will collaborate with ML researchers and engineers to deploy scalable ML models, research new HPC techniques, and develop solutions to be deployed along existing enterprise software. The position follows an agile methodology and involves leading or mentoring junior developers.

Key Responsibilities

  • Design, develop, and optimize HPC solutions for large-scale ML workloads.
  • Optimize data pipelines for high-throughput model training (Dask, Ray, NVIDIA RAPIDS).
  • Profile, optimize, and accelerate deep learning models on GPUs, TPUs, and multi-node clusters.
  • Work on low-level performance tuning - vectorization, memory optimization.
  • Develop and benchmark custom kernels for AI models using CUDA, ROCm, OpenACC, OpenMM.
  • Implement distributed training strategies using MPI, DeepSpeed, PyTorch/XLA.
  • Collaborate with ML researchers and engineers to deploy scalable ML models.
  • Research and implement new HPC techniques.
  • Create new solutions to be deployed along existing enterprise software.
  • Lead and mentor junior developers who are learning advanced technologies.
  • Assure quality, security, and compliance for supported systems and applications.
  • Review and evaluate user needs and determine requirements.
  • Provide technical support, advice, and consultation related to supported applications.
  • Create test data and conduct interfaces and unit tests.
  • Design, code, test, debug, and document programs using Agile development practices.
  • Participate in ensuring compliance and risk management requirements are met.
  • Conduct research and resolve process-related problems, recommending improvements.
  • Assist other individuals in advanced software development.
  • Collaborate and consult with peers, colleagues, and managers to resolve issues and achieve goals.

Requirements

  • 4+ years of Specialty Software Engineering experience or equivalent through work, training, military experience, or education.
  • 1 year experience in HPC & Parallel Computing: distributed frameworks, multi-threading, vectorization, with hands-on GPU computing experience.
  • 1 year experience optimizing ML workloads on NVIDIA, AMD, or custom AI Accelerators.
  • 1 year experience in Machine Learning Optimization with frameworks like PyTorch, TensorFlow, JAX, including model parallelization.
  • 1 year experience in Data Processing and I/O optimization for large datasets, including memory and storage optimization.
  • 1 year experience with Cluster HPC, HPC schedulers, and familiarity with cloud-based HPC (AWS Parallel Cluster, Azure ML, Google Cloud TPUs).

Nice to Have

  • 1+ years of experience in HPC, ML optimization, or infrastructure.
  • Hands-on experience deploying ML workloads on large-scale HPC clusters.
  • M.S./Ph.D. in Computer Science or related field, or academic work in relevant areas.

Qualifications

  • Educational background in Computer Science or related field (preferred but not mandatory).

Benefits & Perks

  • 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

Working at Wells Fargo & Company - Institutional Retirement & Trust business

Wells Fargo values building strong customer relationships balanced with a risk-mitigating and compliance-driven culture. Employees are accountable for executing risk programs, following policies and procedures, and making sound risk decisions. The company emphasizes proactive monitoring, governance, risk identification, escalation, and adherence to risk and compliance requirements.

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Job Details

Posted AtJul 7, 2025
Salary97k-206k
Job TypeFull Time
Work ModeHybrid
ExperienceSenior

Job Skills

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About Wells Fargo & Company - Institutional Retirement & Trust business

Website

wellsfargo.com

Company Size

5001-10000 employees

Location

Chandler, AZ

Industry

Commercial Banking

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