machine learning engineer for advertising technology

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.