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 technical field or Bachelor's degree with additional experience.
  • 3 years' experience in machine learning or related fields; 5 years for Bachelor's holders.
  • Proficiency in Python and experience with enterprise-level solutions on cloud platforms like Azure.
  • Background in designing and developing microservices or Kubernetes.
  • Expertise in MLOps and machine learning Python libraries, including TensorFlow and PyTorch.

Responsibilities

  • Provide scalable machine learning capabilities for the organization.
  • Collaborate with Data Scientists to create and monitor machine learning models.
  • Transform machine learning models for enhancing customer experience.
  • Investigate new technological opportunities to improve product performance.
  • Test and optimize applications and front-end experiences.

Benefits

  • Collaborative work environment with cutting-edge technology.
  • Opportunities for professional growth and skill enhancement.
  • Access to advanced resources and tools for machine learning.
  • Supportive corporate culture that values innovation.
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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