This job is closed

We regret to inform you that the job you were interested in has been closed. Although this specific position is no longer available, we encourage you to continue exploring other opportunities on our job board.

Capital Oneposted about 2 months ago
$239,900 - $301,200/Yr
Plano, TX
Credit Intermediation and Related Activities
Resume Match Score

About the position

As a Capital One Machine Learning Engineer, you'll be providing technical leadership to engineering teams dedicated to productionizing machine learning applications and systems at scale. You'll participate in the detailed technical design, development, and implementation of machine learning applications using existing and emerging technology platforms. You'll serve as a technical domain expert in machine learning, guiding machine learning architectural design decisions, developing and reviewing model and application code, and ensuring high availability and performance of our machine learning applications. You'll have the opportunity to continuously learn and apply the latest innovations and best practices in machine learning engineering. You'll also mentor other engineers and further develop your technical knowledge and skills to keep Capital One at the cutting edge of technology.

Responsibilities

  • Deliver ML models and software components that solve challenging business problems in the financial services industry, working in collaboration with the Product, Architecture, Engineering, and Data Science teams
  • Drive the creation and evolution of ML models and software that enable state-of-the-art intelligent systems
  • Lead large-scale ML initiatives with the customer in mind
  • Leverage cloud-based architectures and technologies to deliver optimized ML models at scale
  • Optimize data pipelines to feed ML models
  • Use programming languages like Python, Scala, C/C++
  • Leverage compute technologies such as Dask and RAPIDS
  • Evangelize best practices in all aspects of the engineering and modeling lifecycles
  • Help recruit, nurture, and retain top engineering talent

Requirements

  • Bachelor's degree
  • At least 10 years of experience designing and building data-intensive solutions using distributed computing
  • At least 6 years of experience programming in C, C++, Python, or Scala
  • At least 3 years of experience with the full ML development lifecycle using modern technology in a business critical setting

Nice-to-haves

  • Master's degree
  • 3+ years of experience designing, implementing, and scaling production-ready data pipelines that feed ML models
  • 2+ years of experience using Dask, RAPIDS, or in High Performance Computing
  • 2+ years of experience with the PyData ecosystem (NumPy, Pandas, and Scikit-learn)
  • Experience with one or multiple areas of AI technology stack including prompt engineering, guardrails, vector databases/knowledge bases, LLM fine-tuning, LLM Evaluation.
  • Experience developing AI and ML algorithms in Python or C/C++
  • Experience with building LLM based chatbots in production including experience with developing multi turn and agentic workflows and LLM pre training.
  • Experience leveraging a broad stack of technologies - Pytorch, AWS Ultraclusters, Huggingface, Lightning, VectorDBs.
  • ML industry impact through conference presentations, papers, blog posts, or open source contributions.
  • Ability to attract and develop high-performing software engineers with an inspiring leadership style

Benefits

  • Comprehensive health benefits
  • Financial benefits
  • Inclusive benefits supporting total well-being
  • Performance based incentive compensation, which may include cash bonus(es) and/or long term incentives (LTI)

Job Keywords

Hard Skills
  • Dask
  • NumPy
  • Python
  • PyTorch
  • Scala
  • 4zQPgDmVp 0fzg4joDcaGi
  • 7PvXpOdM LkV7neHIp 3LPv9GbwApN
  • a1BqMX3
  • ACN04tWvP9Oj 0O6AR2QT
  • BCmfQ R1rMtCIK0l
  • c6RMFUBmIa 1lktC
  • cxUQI8Knlr6S ZaVMXPQ28d
  • d3IJVhYvO ktSq5nDi0pcVI
  • drbDBkHSEZ RMkSWOc9w
  • erpA7zi02BZ UCzmvpioTJ
  • eY6HREnmOLIgP3 hgwK3ci
  • FSbwz iXWm9IcQ1J
  • g7Fq0TWz vGIJgbyLo
  • GzU3cl02 2k9MygexYP8
  • h0P7zYS2Tu RibTqQvG9
  • hfiEUPeBVtI wRS6ort
  • hH3ZOA42KR Z9iS o9znKeICYH
  • J7ZimvRK kFnBpQNWb
  • JCktm3Vy Eg2VsOWIkcm
  • LEQRFwI0cP 62y54Xdw
  • mnUv6sL3 MS0Wz19Zo
  • OubLE ra1TPUOlvf
  • OWDyB3beJmPu K8pQr4LmTW
  • Pc5DsFYjuM NxT51oz8VmQ
  • PSjMn62BCg 8NjiQPq
  • pxBdFV9Z2Wc OnCFpwR
  • rBGfi aZzoQAkT
  • vBtLJ pS3xia
  • xKjTwk Ou4oIheF9y
  • XoSOvCWGi apHtw0r7BdOX
Build your resume with AI

A Smarter and Faster Way to Build Your Resume

Go to AI Resume Builder
© 2024 Teal Labs, Inc
Privacy PolicyTerms of Service