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Machine Learning Engineer
Machine Learning EngineerVirtualVocations • Costa Mesa, California, United States
Machine Learning Engineer

Machine Learning Engineer

VirtualVocations • Costa Mesa, California, United States
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  • [job_card.full_time]
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A company is looking for a Machine Learning Engineer to design, build, and productionize end-to-end AI / ML systems that improve business outcomes.

Key Responsibilities

Build automated, scalable workflows for data ingestion, feature engineering, training, evaluation, and inference

Package and deploy models as APIs, microservices, or streaming / batch jobs in collaboration with software and data engineering

Implement telemetry, data drift detection, performance tracking, and A / B testing to ensure reliability and impact

Required Qualifications

Bachelor's degree in Computer Science, Engineering, Mathematics, or related field, or equivalent experience

3+ years of hands-on ML engineering experience delivering models to production

Strong Python and working SQL; solid software engineering fundamentals including testing and version control

Experience with classical ML and a deep learning framework such as PyTorch or TensorFlow

Experience deploying models via APIs, microservices, or batch / streaming systems

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