7 сен

machine learning engineer for advertising technology

ориентир по рынку
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в среднем 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.

условия

  • Healthcare packages and mental health services;
  • Paid holidays and family leave;
  • Equity options;
  • Performance-based rewards;
  • Competitive compensation;
  • Career development opportunities;
  • Option to work abroad for up to 30 days annually.

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