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We are seeking a skilled Machine Learning Engineer to design, build, and deploy scalable machine learning models within a cloud-based environment. This role will focus on developing marketing-driven models, requiring a strong blend of technical expertise and an understanding of marketing use cases.
Key Responsibilities
- Design, develop, and deploy machine learning models to support marketing initiatives.
- Work with large-scale datasets using Google Cloud Platform (GCP), particularly BigQuery.
- Collaborate with marketing and data teams to translate business needs into data-driven solutions.
- Build and maintain robust data pipelines for model training and evaluation.
- Optimize model performance and ensure scalability in production environments.
- Write clean, efficient, and maintainable Python code.
- Monitor and improve existing models based on performance metrics and business impact.
Required Skills & Experience
- Proven experience as a Machine Learning Engineer or similar role.
- Strong proficiency in Python for data science and machine learning applications.
- Hands-on experience with Google Cloud Platform (GCP).
- Solid experience working with BigQuery for data analysis and processing.
- Understanding of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Experience building and deploying models in production environments.
- Strong problem-solving and analytical skills.
Preferred Qualifications
- Experience working with marketing data or building marketing-focused models (e.g., customer segmentation, churn prediction, campaign optimization).
- Familiarity with data visualization tools and techniques.
- Knowledge of MLOps best practices.
- Experience collaborating with cross-functional teams, especially marketing stakeholders.
Key Skills
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