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Data comes both from standardized databases and from online retail channels in various forms like semi-structured text in various languages, images, or precise numeric values.\n\nCurrently we are looking for a new colleague to join the team and assist in developing new and improving existing ML models according to our client feedback and suggest new ways of looking at the data which would result in new product.\n\nWhat you'll do:\nFormulating hypotheses and developing proof-of-concept ML models for NLP and image processing\nSupervised/unsupervised learning tasks\nTranslating industry-specific knowledge into proper models\nMonitoring and ensuring data quality\nCommunicating insights effectively in both written and visual ways\n\nWhat we're looking for:\nBackground in Mathematics, Physics, Natural Sciences, or Engineering fields, with relevant working experience of 2+ years\nAdvanced knowledge of Python, understanding of merge-request git flow, basic scripting including CI/CD, regular expressions, shell commands, and basic web app development skills\nGood coding habits such as proper documentation, linting, styling, reproducibility, code review best practices, and test-driven development\nSkills to maintain ML models: measure performance, add/remove classes, create effective labeling batches, retrain with assessment of the impact\nAbility to suggest model improvements, propose working solutions for business problems, ensure the model works with existing models, track model experiments, and keep model documentation updated\nSkills to clearly communicate problem status, actions taken, conclusions, improvements, and limitations\nUnderstanding of which visualizations to use with different data types, comfort with at least one visualization framework, and capability to create shareable/dynamic reports/apps\nProficiency in applying EDA principles, classical supervised/unsupervised learning techniques, main NLP techniques, a good understanding of deep-learning techniques, and awareness of model and computational complexity\nSkills\nCI / CD, Deep Learning, Git, Image Processing, Machine Learning, NLP, Natural Language Processing, Python, Regex, Shell, Web Development","description_format":"text","description_chars":2257,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Data Providers & Datasets","Market Research"],"lifecycle":[{"event":"open","at":"2026-11-10T09:35:30Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring 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