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AI Engineer

CapstoneONE Search

Coopersville · On-site Full-time Entry Level $75k – $90k/yr 1w ago

About the role

We are representing a FORTUNE 500 manufacturing organization that is actively seeking an AI Engineer to support advanced manufacturing initiatives across a high-volume production environment. This individual will function as a key business partner, translating complex data into actionable insights while building and deploying AI-driven solutions that directly impact plant performance, reliability, and operational efficiency.

Due to ITAR compliance candidate must be a US Citizen or US Green Card Holder. This is a 5 day in office position (no remote options).

POSITION OVERVIEW

The AI Engineer will operate as a data-informed consultant and strategic partner to operations, engineering, and leadership teams. This role will be responsible for developing, deploying, and scaling AI/ML solutions that drive measurable improvements across manufacturing processes, reliability, and quality systems. The position requires both technical expertise and the ability to influence stakeholders through data-driven storytelling and structured problem solving.

POSITION RESPONSIBILITIES

  • Serve as a data-informed business partner, working cross-functionally with operations, maintenance, engineering, and leadership to identify opportunities for AI-driven improvements
  • Develop and deploy machine learning models supporting manufacturing use cases including predictive maintenance, quality optimization, process improvement, and forecasting
  • Build and manage data pipelines leveraging plant systems (IoT sensors, MES, ERP), including data collection, cleansing, and feature engineering
  • Implement MLOps best practices including model deployment, monitoring, retraining, and scalability across edge and cloud environments
  • Translate complex business problems into actionable AI solutions, ensuring alignment with plant, campus, and enterprise-level strategy
  • Establish performance metrics and measurement systems to validate ROI and effectiveness of AI initiatives
  • Lead system creation and standardization of data structures to improve accessibility, visibility, and decision-making across the organization
  • Act as a translator and storyteller—converting analytics into clear, actionable insights for both technical and non-technical stakeholders
  • Influence and persuade stakeholders through data-backed recommendations while navigating organizational dynamics and driving adoption
  • Support continuous improvement initiatives through predictive analytics, trend analysis, and forward-looking modeling
  • Maintain awareness of emerging technologies and continuously evolve AI capabilities within the manufacturing environment

POSITION REQUIREMENTS

  • Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or related technical discipline
  • 2+ years of experience in AI/ML development within a manufacturing or industrial environment preferred
  • Strong programming experience in Python with working knowledge of TensorFlow, PyTorch, or similar frameworks
  • Experience with cloud platforms (AWS, Azure) and deployment of scalable AI solutions
  • Demonstrated experience building data pipelines and working with large, complex datasets
  • Strong understanding of manufacturing processes, reliability concepts, or industrial systems is highly preferred
  • Proven ability to communicate effectively across all levels of an organization and work cross-functionally
  • Ability to operate in a fast-paced, high-volume manufacturing environment with a structured, problem-solving mindset

This is a highly visible role with the opportunity to build and scale AI capabilities within a complex manufacturing environment, directly impacting operational performance, reliability, and long-term strategic initiatives.

Skills

AWSAzureData pipelinesIoTMachine learningMESMLOpsOperationsOraclePredictive maintenanceProcess improvementPythonPyTorchQuality systemsTensorFlow

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