Machine Learning Engineer Lead
7 days ago
As a Lead Machine Learning Engineer, you will be part of an Agile team dedicated to productionizing machine learning applications and systems at scale. Your key responsibilities include participating in the detailed technical design, development, and implementation of machine learning applications using existing and emerging technology platforms. You will focus on machine learning architectural design, develop and review model and application code, and ensure high availability and performance of our machine learning applications.
Team Overview
Our team is on the cutting edge of GenAI and at the center of bringing our vision for AI at Capital One to life. The work of the AI Training Team touches every aspect of the model development life cycle and our deployed models in production drive business impact with visibility from our C-Suite.
Key Responsibilities
You will design, build, and/or deliver ML models and components that solve real-world business problems, while working in collaboration with the Product and Data Science teams. You will inform your ML infrastructure decisions using your understanding of ML modeling techniques and issues, including choice of model, data, and feature selection, model training, hyperparameter tuning, dimensionality, bias/variance, and validation. You will also solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment.
Requirements
To be successful in this role, you will need a Bachelor's degree and at least 6 years of experience designing and building data-intensive solutions using distributed computing. You will also need at least 4 years of experience programming with Python, Scala, or Java, and at least 2 years of experience building, scaling, and optimizing ML systems. Preferred qualifications include a Master's or doctoral degree in computer science, electrical engineering, mathematics, or a similar field, and experience building production-ready data pipelines that feed ML models.
Estimated Salary Range
$131,200 - $149,400 per year
About Us
CAPITAL ONE SERVICES, LLC is committed to diversity and inclusion in the workplace. We are an equal opportunity employer and prohibit discrimination based on race, color, religion, sex (including pregnancy, childbirth or related medical conditions), national origin, age, disability, genetic information, marital status, sexual orientation, gender identity, gender reassignment, citizenship, immigration status, protected veteran status, or any other basis prohibited under applicable federal, state or local law.
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