Job Description
Capital One Machine Learning Engineer (MLE) will participate in the detailed technical design, development, and implementation of machine learning applications using existing and emerging technology platforms. The responsibilities include:
- Designing, building, and delivering ML models and components to solve real-world business problems
- Informing ML infrastructure decisions using understanding of modeling techniques and issues
- Solving complex problems by writing and testing application code, validating ML models, and more
- Collaborating with a cross-functional Agile team to create software for big data and ML applications
- Maintaining and monitoring models in production
- Constructing data pipelines and leveraging cloud-based technologies
- Using programming languages like Python, Scala, or Java
Basic Qualifications
- Bachelor's degree
- At least 4 years of experience programming with Python, Scala, or Java
- At least 3 years of experience designing and building data-intensive solutions
- At least 2 years of on-the-job experience with ML frameworks
- At least 1 year of experience productionizing, monitoring, and maintaining models
Preferred Qualifications
- 1+ years of experience building, scaling, and optimizing ML systems
- 1+ years of experience with data gathering and preparation for ML models
- 2+ years of experience developing performant, resilient, and maintainable code
- Experience developing and deploying ML solutions in a public cloud
- Master's or doctoral degree in computer science or related field
- 3+ years of experience with distributed file systems or multi-node database paradigms
- Contributed to open source ML software
- Authored/co-authored a paper on an ML technique, model, or proof of concept
- 3+ years of experience building production-ready data pipelines for ML models
Salary Information
New York City (Hybrid On-Site): $165,100 - $188,500 for Senior Machine Learning Engineer
Candidates hired in other locations will be subject to the pay range associated with that location. The actual annualized salary amount offered will be reflected in the candidate's offer letter.
Incentives for this role include performance-based compensation such as cash bonuses and long-term incentives.
Benefits
Capital One offers a comprehensive set of health, financial, and other benefits to support total well-being. Eligibility varies based on employment status.
Application Details
The role will accept applications for a minimum of 5 business days. Capital One is an equal opportunity employer committed to diversity and inclusion in the workplace. If accommodations are needed during the application process, contact Capital One Recruiting. For technical support, email Capital One's recruiting team.
Additional Information
Capital One Financial encompasses different entities in various regions. Ensure the position being applied for aligns with the correct entity.
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