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Lead Machine Learning Engineer

2 months ago

Dallas, Texas, United States PMG Full time
Job Overview

PMG is a global digital company that empowers marketers to connect with their audience. We're a data-driven organization that fosters meaningful careers and delivers business transformation through innovation and value.

Key Responsibilities
  • Develop and Implement Machine Learning Models
    • Design and deploy machine learning models to predict and analyze digital advertisement performance.
    • Utilize statistical analysis and machine learning techniques to understand the correlation between ad content and audience engagement.
  • Lead Data-Driven Projects
    • Collaborate with software engineers to ideate, design, and execute data-driven projects that enhance audience targeting and modeling.
    • Innovate and implement machine learning solutions that can scale across various platforms and customer segments.
  • Establish Metrics and Evaluation Frameworks
    • Develop metrics and evaluation frameworks to assess the effectiveness of machine learning models.
    • Monitor and maintain AI/ML models in production, determining when to retrain or replace existing models.
  • Mentor and Lead a Growing Team
    • Mentor and lead a growing team of machine learning engineers, fostering a collaborative and results-driven environment.
Requirements
  • Education and Experience
    • Master's or Ph.D. in Computer Science, Machine Learning, Statistics, or a related field.
    • Minimum of 5 years of experience in machine learning, data science, or a similar role, with a proven track record of deploying models in production environments.
  • Technical Skills
    • Strong expertise in programming languages such as Python and machine learning libraries like TensorFlow, PyTorch, or scikit-learn.
    • Experience in advanced predictive modeling, natural language processing, or computer vision.
    • Deep understanding of machine learning algorithms, including supervised and unsupervised learning, deep learning, and neural networks (inc. Transformers).
  • Soft Skills
    • Excellent communication and leadership skills to lead project teams and interface with clients and stakeholders.
About PMG

PMG is a global independent digital company that seeks to inspire people and brands that anything is possible. We're a company that values diversity, inclusion, and continuous improvement. We're committed to creating a more diverse and inclusive culture and are proud to be an equal opportunity employer.