Senior Engineer, AI & ML (multiple positions)

CarMax, Inc.

$100K — $140K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's degree in relevant fields or a Bachelor's degree with additional experience.
  • 3-5 years of applicable experience in machine learning or related roles.
  • Proven design and development experience with distributed architectures.
  • Strong proficiency in Python and enterprise-level solutions on Azure or equivalent cloud.
  • Familiarity with DevOps practices and CI/CD pipeline implementations.
  • Experience with industrial machine learning tools including MLFlow and TensorFlow.

Responsibilities

  • Provide scalable machine-learning capabilities across the organization.
  • Collaborate with Data Scientists in designing machine learning models.
  • Convert models into critical capabilities enhancing customer experience.
  • Research and identify opportunities for product and technology improvement.

Benefits

  • Opportunity for career growth in a tech-focused environment.
  • Collaboration with top talent in the data science field.
  • Access to cutting-edge technologies and tools.
  • Emphasis on innovation and continuous learning.
Full Job Description
8117 - Dallas Technology Hub - 5830 Granite Parkway, Plano, Texas, 75024

Summary of Duties:
  • Responsible for providing reliable and scalable machine-learning capabilities across the organization.
  • Partner with Data Scientists to design and produce machine learning models. Processes include testing and monitoring applications and front-end experiences.
  • Convert machine learning models into mission-critical capabilities that drive customer experience.
  • Research and discover new opportunities to shape products, tools, and technologies to improve business performance.


Qualifications:

Master's degree in Information Systems, Information Technology, Computer Science, Operations (any), Management (any), Engineering (any), Analytics (any), Business (any), Language (any), Telecom, Math, Physics, Electrical/Electronics, or a related field of study, AND Three (3) years of experience in the job offered or related occupation in which the required experience was gained. In lieu of a Master's degree in Information Systems, Information Technology, Computer Science, Operations (any), Management (any), Engineering (any), Analytics (any), Business (any), Language (any), Telecom, Math, Physics, Electrical/Electronics, or a related field of study, AND Three (3) years of experience, the employer will also accept a Bachelor's degree in Information Systems, Information Technology, Computer Science, Operations (any), Management (any), Engineering (any), Analytics (any), Business (any), Language (any), Telecom, Math, Physics, Electrical/Electronics, or a related field of study, AND Five (5) years of experience in the job offered or related occupation in which the required experience was gained. Must also have demonstrated experience with the following: Designing and Developing on distributed architectures (microservices or Kubernetes); End-to-end design and development of scalable services for monitoring and product support services; Python programming and coding; Building enterprise-level solutions with Microsoft Azure or equivalent cloud technologies; DevOps practices, testing frameworks, and CI/CD pipelines; Object-oriented programing language (C# or Java); Machine-learning and AIaaS; MLOps and industry-standard machine-learning Python libraries; Model Development and Deployment (MLFlow, Azure ML, or Sage Maker); and Data Science Libraries and Algorithms (TensorFlow, Scikit, or PyTorch).

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