machine learning engineer for advertising technology
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293 851 ₽
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описание
Smartly is an AI-powered advertising technology company transforming ad experiences for brands and consumers. Its advertising platform integrates media, creative, and intelligence to support large-scale advertising campaigns and deliver business outcomes for brands and advertisers.
задачи
Build ML-based software systems for advertising experiences and campaigns;
Work with datasets covering images, video, audio, text, and structured performance data;
Contribute to and strengthen Smartly’s MLOps and data platform;
Help productionize AI/ML applications more robustly and efficiently;
Contribute to team processes, work planning, retrospectives, and continuous improvement;
Improve the daily work of staff at hundreds of advertisers using Smartly;
Work with product, engineering, and infrastructure stakeholders to develop viable solutions for customer needs;
Share knowledge, run productive meetings, and participate in pair programming and debugging;
Keep up to date with ML innovations in generative AI, computer vision, natural language processing, and explainability.
требования
5+ Years of experience developing and deploying production-quality software;
2+ Years of experience delivering software services powered by machine learning;
2+ Years of experience working with cloud infrastructure such as AWS or GCP;
Fluent in Python;
Hands-on experience with modern ML frameworks such as PyTorch or TensorFlow;
Knowledge of MLOps concepts and tools such as MLflow or Kubeflow;
Experience in feature engineering, model evaluation, diagnostics, and monitoring;
Strong foundation in linear algebra, statistics, and calculus;
Experience building scalable data pipelines for ML-based data processing;
Experience developing and maintaining services under SLA;
Analytical mindset with a problem-solving approach;
Passion for solving customer challenges quickly while making thoughtful architectural decisions;
Adaptability and resilience when facing new or ambiguous challenges;
Strong written and verbal communication skills in English;
Ability and willingness to work in a hybrid capacity from the office 3 days a week;
Nice to have: C++ or Java experience, M.Sc. in a relevant field.