Senior Distinguished Machine Learning Engineer

Capital One

10 - 15 years

20 - 25 Lacs

bengaluru

Posted:2 days ago| Platform:

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Skills Required

c++ python c modeling natural language processing scala scikit-learn numpy engineering data pipeline machine learning distributed computing pandas open source data science design high performance computing dask programming ml architecture

Work Mode

Work from Office

Job Type

Full Time

Job Description

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

Basic Qualifications:

Bachelor s degree
At least 10 years of experience designing and building data-intensive solutions using distributed computing
At least 7 years of experience programming in C, C++, Python, or Scala
At least 4 years of experience with the full ML development lifecycle using modern technology in a business critical setting

Preferred Qualifications:

Masters Degree

3+ years of experience designing, implementing, and scaling production-ready data pipelines that feed ML models
3+ years of experience using Dask, RAPIDS, or in High Performance Computing
3+ years of experience with the PyData ecosystem (NumPy, Pandas, and Scikit-learn)

ML industry impact through conference presentations, papers, blog posts, or open source contributions

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