Senior AI Engineer / Senior ML Engineer
Pure Storageabout 5 hours ago
Prague, Czechia
Senior
H1B Sponsor
Responsibilities
- Design, build, and deploy graph-based AI solutions using knowledge graphs, LLMs, and ML models.
- Define and manage data pipelines for production-grade knowledge graphs.
- Integrate LLMs and ML models into text processing pipelines for various analyses.
- Design and operate graph and vector databases for analytics and reasoning.
- Optimize models and inference pipelines for production constraints.
- Deploy, monitor, and iterate on ML systems in production environments.
- Drive architectural decisions for applied AI and graph intelligence solutions.
Requirements
- Proven experience in developing and deploying knowledge graphs in business scenarios.
- Strong background in developing text-based ML and LLM systems.
- Proficiency in Python and ML/KG frameworks like Neo4j and NetworkX.
- Ability to apply graph algorithms and design choices for problem-solving.
- Experience in designing modular and testable ML code in collaborative settings.
- Familiarity with MLOps practices and building production-grade Docker images.
- Experience collaborating with software engineers and product managers.
- Strong communication skills to explain ML concepts clearly.
Benefits
- Opportunities for innovation and critical thinking.
- Support for personal and professional growth.
- Recognition as a top workplace in technology and the Bay Area.
- Flexible time off and wellness resources.
- Company-sponsored team events.
Tech Stack
DockerNeo4jPython
Categories
AI & MLData Science