Key skills
PythonSQLAIMachine LearningMLPyTorchTensorFlowscikit-learnPandasNumPyBITableauPower BIAWSA/B Testing
About this role
HMG AMERICA LLC is seeking an AI/ML Engineer/Architect to work in the field of data science, specifically focusing on machine learning within the AdTech and MarTech domains. The role involves leveraging AWS and various machine learning algorithms to analyze complex datasets and provide insights into digital advertising strategies.
Requirements:
- 7 years of professional experience in data science, specifically within the AdTech, MarTech, or related digital advertising domains
- Strong programming skills in Python (with libraries like Pandas, NumPy, scikit-learn) and SQL for data manipulation and analysis
- Hands-on experience with machine learning algorithms (regression, classification, tree-based methods, clustering) and relevant frameworks (e.g., TensorFlow, PyTorch)
- Experience with AWS data processing tools
- Proficiency with data visualization tools (e.g., Tableau, Power BI, Matplotlib)
- Solid foundation in statistics, probability, and experimental design (A/B testing, causal inference)
- Strong problem-solving abilities and a curious, tenacious attitude toward exploring large, complex datasets
- Understanding of digital advertising concepts, such as programmatic advertising, bidding strategies, CTR/CVR prediction, attribution modeling, and key performance indicators (KPIs)