Senior Engineer, Machine Learning at Carmax
Richmond, VA 23220, USA -
Full Time


Start Date

Immediate

Expiry Date

12 Nov, 25

Salary

0.0

Posted On

12 Aug, 25

Experience

4 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Microservices, Computer Engineering, Communication Skills, Technical Vision, Machine Learning, Sage, Messaging, Kubernetes, Python, Microsoft Azure, A/B Testing, Computer Science, Model Development, Algorithms, Sponsorship

Industry

Information Technology/IT

Description

8116 - Midtown Office - 2220 W. Broad Street, Richmond, Virginia, 23220
CarMax, the way your career should be!

MINIMUM QUALIFICATIONS:

  • Bachelor’s degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
  • 4+ years of experience in designing and developing on distributed architectures (microservices and Kubernetes);
  • Leading the end-to-end design and development of scalable services to be consumed by the enterprise, including monitoring and production support
  • Excellent communication skills, able to adapt messaging to technical and non-technical audiences
  • Ability to positively influence team norms, culture, and technical vision

PREFERRED QUALIFICATIONS:

  • Master’s Degree in Computer Science, Computer Engineering, or a related field
  • Hands-on experience on building LLM based agents and MCP
  • Familiarity with continuous evaluation frameworks and online/offline A/B testing

SOFTWARE ENGINEERING SPECIFIC QUALIFICATIONS AND REQUIREMENTS:

  • Building enterprise-level solutions with Microsoft Azure or equivalent cloud technologies
  • Python, including writing production level code (services and applications)
  • DevOps practices, testing frameworks, and CI/CD;
  • Machine-learning or AIaaS with demonstrated knowledge or projects;
  • MLOps and industry-standard machine-learning Python libraries;
  • Model Development and Deployment (MLFlow, Azure ML or Sage Maker)Data Science Libraries and Algorithms (TensorFlow, Scikit or PyTorch)

  • Work Authorization: Applicants must be currently authorized to work in the United States on a full-time basis. Sponsorship will not be considered for this specific role.
    Work Location and Arrangement: This role will be based out of the Richmond, VA Technology Innovation Center or Dallas Technology Hub in Plano, TX and have a Hybrid work arrangement.
Responsibilities
  • Develop, evaluate, and deploy AI and data science based models, utilizing state-of-the-art machine learning tools in cloud with streaming data
  • Utilize software and cloud engineering skills to turn machine learning models into highly visible, mission-critical capabilities that drive CarMax’s iconic customer experience
  • Articulate potential challenges of building scalable ML applications to engineering teams and leadership, and offer creative, technically sound solutions
  • Build and maintain robust monitoring and evaluation pipelines to validate and continuously optimize the performance of data science models and pipelines
  • Assist in the growth of other engineers by sharing technical expertise, best practices, and emerging industry standards to understand customer journey and omni channel communication
  • Ensure high quality standards and clean code practices by performing thorough peer reviews of code pull requests
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