Demo

AI/ML Consultant

Pentangle Tech
Detroit, MI Full Time
POSTED ON 2/12/2025
AVAILABLE BEFORE 5/11/2025
  • 10 years of experience in business consulting, with at least 3 years focused on AI / ML solutions in manufacturing.
  • Proven track record of delivering measurable results through AI / ML initiatives in the manufacturing sector.
  • We are seeking an experienced and innovative AI / ML Business Consultant with expertise in the manufacturing domain to drive digital transformation and operational excellence. The ideal candidate will have a deep understanding of manufacturing processes and the ability to identify, design, and implement AI / ML solutions that enhance productivity, reduce costs, and improve decision-making across the value chain.

    Key Responsibilities :

    • Strategic Advisory :
    • Partner with manufacturing leaders to identify business challenges and opportunities that can be addressed using AI / ML solutions.

    • Develop and present AI / ML strategies tailored to manufacturing operations, including production optimization, predictive maintenance, and quality control.
    • Use Case Identification :
    • Analyze manufacturing workflows, supply chain operations, and data sources to uncover AI / ML use cases such as process automation, demand forecasting, and defect detection.

    • Assess feasibility and ROI of proposed solutions, aligning with business objectives.
    • Solution Design & Implementation :
    • Collaborate with technical teams to design AI / ML models for manufacturing-specific applications, ensuring scalability and reliability.

    • Oversee the deployment and integration of AI / ML solutions into manufacturing systems, such as MES, SCADA, or ERP platforms.
    • Data-Driven Decision Making :
    • Leverage data analytics and AI to provide actionable insights that optimize production schedules, reduce downtime, and enhance operational efficiency.

    • Drive adoption of predictive and prescriptive analytics for better decision-making.
    • Stakeholder Engagement :
    • Act as the liaison between business stakeholders and technical teams, ensuring clear communication and alignment on goals.

    • Provide regular progress updates, insights, and recommendations to manufacturing leaders and executives.
    • Change Management :
    • Develop strategies to ensure smooth adoption of AI / ML solutions within manufacturing operations.

    • Conduct workshops and training sessions to build organizational AI / ML literacy.
    • Innovation & Continuous Improvement :
    • Stay updated on the latest AI / ML trends, tools, and methodologies in manufacturing, such as IoT, digital twins, and edge computing.

    • Benchmark AI / ML implementations against industry best practices and recommend continuous improvements.
    • Qualifications : Education :

    • Bachelor's degree in Business, Industrial Engineering, Data Science, or a related field. A Master's degree or MBA is preferred.
    • Skills & Expertise :

    • Manufacturing Knowledge :
    • In-depth understanding of manufacturing processes, including production planning, supply chain management, and quality assurance.

    • Familiarity with manufacturing systems such as MES, ERP, and SCADA.
    • AI / ML Expertise :
    • Strong understanding of AI / ML concepts, tools, and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).

    • Experience with manufacturing-specific AI applications like predictive maintenance, defect detection, and process optimization.
    • Data Analytics :
    • Proficiency in data analysis and visualization tools such as Power BI, Tableau, or Qlik.

    • Experience with big data and IoT platforms like AWS IoT, Azure IoT Hub, or Google Cloud IoT.
    • Business Acumen :
    • Ability to translate complex technical concepts into business language.

    • Expertise in calculating ROI and presenting cost-benefit analyses to stakeholders.
    • Collaboration & Communication :
    • Strong communication and interpersonal skills to engage with technical and non-technical stakeholders.

    • Demonstrated ability to lead cross-functional teams and drive project success.
    • Preferred Qualifications :

    • Certifications in AI / ML (e.g., AWS Certified Machine Learning, Google Cloud ML Engineer).
    • Experience with advanced manufacturing technologies like digital twins, robotics, and IoT.
    • Knowledge of compliance standards and regulations in the manufacturing sector.

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