Demo

Machine Learning Automation Specialist

Atlas Roofing
Tupelo, MS Full Time
POSTED ON 1/19/2025
AVAILABLE BEFORE 4/14/2025

Atlas Web Technologies - a Division of Atlas Roofing Corporation - is a leader in developing advanced substrate product solutions for the building and construction industries, including packaging, roofing underlayments, automotive applications, and more. We employ innovative technologies involving recycled paper, coated non-wovens, and hybrid methods to create state-of-the-art solutions.

Atlas Roofing Corporation , privately owned since 1982, specializes in top-quality roofing, sheathing, facade, and insulation products on a global scale.

We are on the lookout for a talented Machine Learning Automation Specialist to join our team at our Meridian, Mississippi facility.

Important : Please do not apply if you require visa sponsorship or transfer, as we do not sponsor visas at Atlas Roofing Corporation.

The Machine Learning Automation Specialist will primarily focus on utilizing their expertise in database management, data mining, machine learning, and SCADA systems. The ideal candidate should possess experience with machine learning frameworks and Automation Ignition scripting, alongside proficiency in programming languages such as Python, R, MS SQL, and Oracle SQL. This role demands exceptional technical skills, meticulous attention to detail, and the ability to collaborate closely with diverse teams to enhance industrial processes and support data-driven decision-making.

Key Responsibilities :

  • Database Management : Administer and maintain industrial databases, ensuring data integrity, security, and availability through regular backups, updates, and performance tuning.
  • Data Mining : Analyze extensive datasets from various industrial sources to uncover trends, patterns, and insights that foster process enhancements and operational efficiencies.
  • SCADA System Management : Implement and oversee SCADA (Supervisory Control and Data Acquisition) systems for real-time data collection, monitoring, and control of industrial processes.
  • Data Integration : Combine data from multiple sources, including SCADA systems and external feeds, to create a comprehensive dataset for analysis and machine learning applications.
  • Performance Monitoring : Continuously assess the performance of databases, machine learning models, and SCADA systems, making necessary adjustments for improved accuracy and efficiency.

Required Skills and Knowledge :

  • Proven experience with industrial automation and control systems.
  • Understanding of real-time data acquisition and processing.
  • Familiarity with cloud platforms and big data technologies.
  • Expertise in designing, developing, and deploying machine learning models to optimize industrial processes with high reliability.
  • Qualifications :

  • Bachelor's degree in data science, computer science, or a related field.
  • Proficiency in Python, R, MS SQL, and Oracle SQL is essential.
  • Experience with Inductive Automation Ignition scripting is required.
  • Familiarity with machine learning frameworks such as TensorFlow, PyTorch, and Scikit-Learn is crucial.
  • Strong analytical and problem-solving skills, capable of working with large and complex datasets.
  • Excellent communication and collaboration abilities to thrive in a team environment.
  • Total Compensation :

  • At Atlas Molded Products, we offer competitive compensation, a comprehensive benefits package including Medical, Dental, Vision, Disability, Life Insurance, 401k, and more.
  • Atlas Roofing Corporation is an Equal Employment Opportunity Employer.

    No calls or agencies please.

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