Senior Machine Learning Engineer

Аналитика рынка

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Описание

Machine Learning Engineer Why Join This Opportunity? This organization is at the forefront of leveraging data intelligence to influence consumer behavior at the point of purchase. Through advanced AI solutions, they support leading global brands across industries such as Consumer Packaged Goods, Health & Well-Being, Technology, and Retail—helping optimize packaging, enhance engagement, and drive sales. You'll be joining a fast-paced, highly collaborative AI and engineering team where your work directly contributes to production-grade systems deployed at scale. What You'll Do Data Quality & Pipeline Audit and improve training data pipelines: identify problematic samples, resolve mislabeling, refine train/test splits, and detect data leakage Build robust, reproducible data workflows Model Evaluation Develop and run reproducible evaluation workflows across regions, KPIs, and categories Create qualitative assessment frameworks that go beyond aggregate metrics Experimentation Execute ML experiments including new data splits, augmentation strategies, encoders, and hyperparameter tuning Apply modern computer vision and multimodal techniques where relevant to real-world problems Productionization Integrate validated experiments into production pipelines Standardize research workflows (e.g., saliency maps, visualization tools) for repeatability Ensure proper testing, documentation, and deployment without breaking existing systems Infrastructure Support ML training i

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