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 design technically feasible and scalable ML features.
- Develop back-office configuration APIs, high-performance serving endpoints, ML models, algorithms, and data pipelines.
- Deploy, monitor, test, troubleshoot, and maintain ML-powered production features and their APIs.
- Implement monitoring systems and dashboards to track model performance, accuracy, efficiency, and production issues.
- Provide L3 support to client-facing colleagues and document code, design decisions, and operational procedures.
- Contribute to DevOps and MLOps best practices, workflow automation, and continuous delivery practices.
Requirements
- Proven Python engineering experience focused on designing and maintaining AI/ML-powered production features.
- Experience with cloud platforms such as GCP or AWS and relevant ML development and deployment services.
- Strong 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 common 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 or highly valued.
- Strong learning, teamwork, communication, initiative, quality, and continuous-improvement orientation.
Benefits
- Full-time work arrangement based in Bratislava, Brno, Prague, or from home, with flexible working hours and a virtual-first model.
- Annual professional education budget of $1,500 for books, courses, certifications, and other education products.
- Five paid volunteer days, company events, personal development programs, communication coaching, and leadership development programs.
- Employee Assistance Program, Calm subscription, quarterly additional DisConnect days, sports, yoga, and meditation opportunities.
- Extended parental leave of up to 26 calendar weeks for primary caregivers.
- Restricted Stock Units or Stock Options, company performance bonus, employee referral bonus of up to $3,000, and work-anniversary rewards.
Tech Stack
Apache SparkAWSGitGoogle BigQueryGoogle CloudGoogle 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.