Senior AI/ML Engineer
Bloomreach2 months ago
Prague, CzechiaSenior
Responsibilities
- Translate business requirements for ML-powered features into technical specifications and design documents.
- Collaborate with data scientists to assess technical feasibility and scalability of ML features.
- Develop back-office configuration APIs, high-performance serving endpoints, ML models, algorithms, and data pipelines.
- Deploy, monitor, integrate, and optimize ML-powered features in production.
- Perform unit, integration, model-quality, and A/B testing and implement monitoring dashboards for accuracy, performance, and reliability.
- Contribute to DevOps and MLOps practices, workflow automation, and efficient delivery from ideation through production.
- Maintain end-to-end components including APIs, models, definitions, and serving systems.
- Provide L3 support, troubleshoot issues, fix bugs, implement enhancements, and document code and operational procedures.
Requirements
- Proven Python engineering experience focused on designing and maintaining AI/ML-powered production features.
- Experience with cloud platforms such as Google Cloud Platform or AWS and services used for ML development and deployment.
- Understanding of software architecture for scalable and reliable APIs and microservices.
- Experience with version control systems such as Git and CI/CD pipelines.
- Familiarity with ML frameworks, libraries, and tools such as TensorFlow, PyTorch, and Scikit-learn.
- Experience with predictions, contextual bandits, autosegmentation, MLOps, large-scale data processing, model training, or ML pipelines is beneficial.
- Strong learning, collaboration, communication, initiative, quality, and continuous-improvement orientation.
Benefits
- Full-time work arrangement from home or Bloomreach offices in Bratislava, Brno, or Prague, with flexible working hours and a virtual-first culture.
- Five paid volunteering days annually, subject to employment type.
- Annual $1,500 professional education budget for books, courses, certifications, and other education products.
- Employee Assistance Program, Calm subscription, sports, yoga, meditation opportunities, and quarterly additional DisConnect days.
- Extended parental leave of up to 26 calendar weeks for primary caregivers, subject to employment type.
- Restricted Stock Units or stock options, company performance bonus, and employee referral bonus of up to $3,000, depending on applicable factors and eligibility.
- Company events, personal development programs, communication coaching, and anniversary recognition.
Tech Stack
Apache SparkAWSGitGoogle BigQueryGoogle Cloud PlatformGrafanaMongoDBPythonPyTorchRedisscikit-learnTensorFlow
Categories
About Bloomreach
Bloomreach builds an AI-driven personalization platform for e‑commerce, combining customer and product data to power marketing automation, on-site search/merchandising, and headless content. Delivered as SaaS with APIs, its products (Engagement, Discovery, and Content) are used by more than 1,400 global brands, including American Eagle, Sonepar, and Pandora. Founded in 2009 and headquartered in Mountain View, California, the company is privately held.