# Machine Learning Engineer 5 **Company**: Capital One **Location**: New York, NY **Experience**: senior **Job type**: full-time **Salary**: $229,900 - $262,400 **Category**: Engineering **Industry**: Finance **Apply**: https://capitalone.wd12.myworkdayjobs.com/en-US/Capital_One/job/New-York-NY/Machine-Learning-Engineer-5_R1001829-1?utm_source=yubhub.co&utm_medium=jobs_feed&utm_campaign=apply **Canonical**: https://yubhub.co/jobs/job_c82bff54-ad3 ## Description We are seeking Machine Learning Engineers who are passionate about leveraging cutting-edge open source frameworks, advanced algorithms, and emerging technologies to join our team. As a Machine Learning Engineer, you'll have the opportunity to be on the forefront of driving major AI transformations and scaling production models across Capital One. **Responsibilities:** - Design, build, and deliver ML models and components that solve real-world business problems, while working in collaboration with the Product and Data Science teams - Build and scale massive multi-tenant platforms that enable running large footprint ML model training and/or serving at scale - Inform ML infrastructure decisions using your understanding of ML modeling techniques and issues - Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment - Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art big data and ML applications - Retrain, maintain, and monitor models in production - Leverage or build cloud-based architectures, technologies, and/or platforms to deliver optimized ML models at scale - Construct optimized data pipelines to feed ML models - Leverage continuous integration and continuous deployment best practices, including test automation and monitoring - Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the ML follows best practices in Responsible and Explainable AI - Use programming languages like Python, Scala, or Java **Basic Qualifications:** - Bachelor's Degree or higher in Computer Science, Machine Learning or a related quantitative field - At least 6 years of experience programming with Python, Java, Golang, or C++ - At least 6 years of Machine Learning experience using industry standard frameworks PyTorch or Tensorflow and libraries - At least 6 years of experience using and operating large scale distributed systems - At least 4 years of experience deploying and operating Machine Learning solutions in production **Preferred Qualifications:** - Master's or Doctoral Degree in Computer Science, Electrical Engineering, Mathematics, or related field - 5+ years of experience optimizing ML algorithms, configurations, and infrastructure - 5+ years of experience following software development best practices - 5+ years of experience building resilient software solutions - 5+ years of experience working with Machine Learning techniques - 5+ years of experience designing, implementing, and scaling production-ready data pipelines - ML industry impact through conference presentations, papers, blog posts, open source contributions, or patents - Ability to communicate complex technical and machine learning concepts clearly to a variety of audiences **Salary Information:** - McLean, VA: $229,900 - $262,400 - New York, NY: $250,800 - $286,200 - Plano, TX: $209,000 - $238,500 - Richmond, VA: $209,000 - $238,500 - San Francisco, CA: $250,800 - $286,200 **Benefits:** - Comprehensive, competitive, and inclusive set of health, financial and other benefits ## Skills ### Required - Python - Java - Golang - C++ - PyTorch - Tensorflow - Pandas - NumPy - Scikit-learn - Spark - Ray - Kubernetes - AWS - GCP - Azure ### Nice to have - Scala - Supervised learning - Semi-supervised learning - Unsupervised learning - Reinforcement learning - Regression - Classification - Clustering - RNNs - CNNs - LSTMs - Transformers --- Source: [Apply at capitalone.wd12.myworkdayjobs.com](https://capitalone.wd12.myworkdayjobs.com/en-US/Capital_One/job/New-York-NY/Machine-Learning-Engineer-5_R1001829-1?utm_source=yubhub.co&utm_medium=jobs_feed&utm_campaign=apply)