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Rail ML Engineer: Production-Grade Models

Job in Shelton, Fairfield County, Connecticut, 06484, USA
Listing for: Sperry Rail, Inc.
Full Time position
Listed on 2026-08-23
Job specializations:
  • Software Development
    Machine Learning/ ML Engineer, Data Engineering, AI Engineer (Applied/Software)
Salary/Wage Range or Industry Benchmark: 120000 - 180000 USD Yearly USD 120000.00 180000.00 YEAR
Job Description & How to Apply Below

Sperry Rail, Inc. is seeking a Machine Learning Engineer to join our US data science team in Shelton, CT.

You will turn prototype models into production-grade systems, building scalable data pipelines, versioning data and models, and deploying on AWS with Sage Maker and related tools. You will own end-to-end model lifecycle, monitor for drift, and collaborate with cloud and UK teams to ensure robust, reproducible results across rail inspection data.

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