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Data Scientist

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PPG

2mo ago

  • Job
    Full-time
    Senior Level
  • Pittsburgh

AI generated summary

  • You need a Ph.D. in a relevant field, strong machine learning and Python skills, 5+ years of data analysis experience, familiarity with deep learning frameworks, Six Sigma, and agile methodologies.
  • You will develop and apply advanced algorithms, evaluate AI/ML readiness, visualize data, conduct statistical analyses, and collaborate with teams to create impactful digital solutions.

Requirements

  • Ph.D. in Chemical Engineering, Chemistry, Polymer Science or equivalent
  • Strong proficiency in machine learning, with experience in unstructured/cognitive learning algorithms.
  • Strong proficiency with Python
  • Minimum of 5 years of experience using data analysis techniques to solve business related problems regardless of industry. (School internship experience can count)
  • Experience in delivering results at the intersection of machine learning, computer vision, engineering and material sciences
  • Experience with Matlab, R and/or other statistical programming languages applying the appropriate statistical procedures to problems.
  • Experience with state-of-the-art deep learning frameworks such as TensorFlow, PyTorch, Keras or comparable technologies.
  • Six Sigma methodology experience (Yellow belt and above).
  • Experience working with both structured and distributed data technologies ranging from SQL to Hadoop, Hive and Spark.
  • Experience with agile development methodology.

Responsibilities

  • Devising and applying state of the art algorithms related to deep learning and reinforcement learning.
  • Evaluate AI/ML readiness and provide data acquisition recommendations to bridge gaps
  • Visualize data to discover and communicate solutions and opportunities.
  • Application of advanced statistics on scientific problems.
  • Producing meaningful and actionable results quickly with teams
  • Employ Machine learning sub fields such as:
  • Multivariate data analysis and clustering based models
  • Classification - discrete events and perceptions (image, voice, and text)
  • Regression models
  • Multi-objective optimization
  • Stay current of trends in applied machine learning, computer vision and advanced statistics.
  • Collaborate with external partners to bring groundbreaking results to PPG operations.
  • Work with global teams to translate innovative ideas into deployable digital products and services with quantifiable business impact.

FAQs

What is the primary focus of the Data Scientist role at PPG?

The primary focus is to drive growth and improve productivity in formulation development, product quality, and color matching by utilizing machine learning, computer vision, advanced statistical analysis, data mining, optimization, and data visualization methods.

What qualifications are required for the Data Scientist position?

A Ph.D. in Chemical Engineering, Chemistry, Polymer Science, or equivalent is required, along with strong proficiency in machine learning, Python, and a minimum of 5 years of experience in data analysis techniques.

What are some key responsibilities of the Data Scientist?

Key responsibilities include applying advanced algorithms, evaluating AI/ML readiness, visualizing data, employing various machine learning techniques, and collaborating with global teams and external partners.

Is experience in agile development methodology required?

While not explicitly required, experience with agile development methodology is listed as a preferred qualification.

What programming languages are preferred for this role?

Proficiency in Python is required, and experience with Matlab, R, and other statistical programming languages is preferred.

What kind of projects will the Data Scientist work on?

The Data Scientist will work on business projects that involve machine learning, computer vision, and advanced statistical analysis to develop digital solutions with a quantifiable business impact.

Are there opportunities for collaboration with external partners?

Yes, the role includes collaborating with external partners to bring groundbreaking results to PPG operations.

What machine learning subfields will be utilized in this role?

The role will employ subfields such as multivariate data analysis, classification, regression models, and multi-objective optimization.

Does PPG offer competitive compensation?

Yes, PPG considers various factors to ensure competitive compensation based on skill sets, experience, qualifications, and other organizational needs.

What benefits does PPG offer employees?

PPG offers employee benefits programs designed to support health and well-being, with specifics based on the applicable plans and governing documents.

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PPG

Manufacturing & Electronics
Industry
10,001+
Employees
1883
Founded Year

Mission & Purpose

PPG Industries, now known as PPG, is a global supplier of paints, coatings, and specialty materials. Their ultimate mission is to innovate and provide sustainable solutions that enhance and protect surfaces and improve the quality of life. PPG aims to be the world’s leading coatings company by consistently delivering high-quality products and services that meet customer needs while reducing environmental impact. Their purpose revolves around developing advanced technologies to address customer challenges, contributing positively to communities, and ensuring long-term value creation for stakeholders through responsible business practices.

Benefits

  • Pay-for-Performance

    We offer competitive base pay and bonus opportunities or incentive plans to ensure we are compensating fairly and rewarding high performance.​​​​​​​

  • Career growth & development

    We offer career advancement opportunities, including cross-function and cross-border assignments. The One PPG Mentoring Program can help accelerate employee personal and professional growth by pairing you with a Mentor or Mentee.

  • Work-life balance

    Some positions qualify for the Flexible Work Arrangements that may include flexible work time, compressed work week, part-time, job-sharing, and voluntary reduced time.

  • Financial Wellness

    PPG has teamed up with several global providers to offer a broad array of financial wellness tools for employees to access, at no cost, on topics like budgeting, debt management and more.

  • Mental health and emotional wellness

    PPG has a variety of Employee Assistance Programs throughout the world. Each program provides employees and their household members with access to confidential resources (counseling and referrals) designed to help with anxiety or depression, work-related stress, family or relationship concerns, childcare and eldercare assistance, financial or legal issues (loans, mortgages, debt), parenting concerns, and substance abuse.

  • Physical wellness

    ​​​​​​​​​​​​​​At PPG, we want you to feel healthy, engaged and supported at work. We continuously provide challenges that you can complete at home or alongside your colleagues - all focused around fitness, improving nutrition, increasing productivity, and providing a better work-life balance. ​​​​​