Software Engineer (Python) - AutoDL

Requirements

• Experience with deep learning in production, including inference optimization and working with transformer-based models or similar DL architectures
• Hands-on experience with GPU-heavy workloads (memory management, performance tuning for large-scale models)
• A degree in a STEM subject or equivalent
• A solid foundation in computer science principles
• A track record of designing and operating scalable backend systems in production environments
• Proficiency in Python as your primary language, with command of additional programming languages
• Expertise in distributed systems and modern infrastructure practices, like containerization and orchestration

What you'll be doing

• Improving GPU utilization and performance across large-scale workloads
• Ensuring low-latency, high-throughput predictions in production environments
• Designing, building, and maintaining scalable services that support the AI lifecycle
• Building the core infrastructure behind AutoDL, enabling automated training and deployment of ML models
• Developing infrastructure and APIs that integrate third-party services and grow with the business
• Implementing and managing robust CI/CD pipelines to validate, deploy, and monitor a diverse range of models
• Establishing the backbone for AI governance and reproducibility
• Designing systems for real-time inference on high-load ML use cases
• Building scalable pipelines for event-driven data (e.g., behavioral, transactional streams)

Perks and Benefits

• Poland: PLN28,300 - PLN40,000 gross monthly*
• Other locations: Compensation will be discussed during the interview process
• *Final compensation will be determined based on the candidate's qualifications, skills, and previous experience