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machine learning engineer for advertising technology
Veröffentlicht am
- Arbeitsort
- 10115 Berlin, Berlin, Deutschland
Stellenbeschreibung
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.