Software Developer specializing in Python for AI applications at a semiconductor leader. Involves API design, backend development, and close collaboration with AI engineers.
Responsibilities
Architecture and development of Python-based backends for AI applications, including API design, database integration, and software development
Development of robust OOP-based solutions for existing systems and new requirements
Building and managing asynchronous API backends with modern toolsets (e.g., FastAPI, REST APIs, WebSockets)
Designing and implementing ETL processes to connect machine learning and LLM components
Optimizing and managing multi-threaded processes to improve performance for intensive backend computations
Ensuring performance and stability through testing, debugging and performance tuning
Close collaboration with AI researchers and engineers to integrate solutions into our AI services
Requirements
A degree or training in Computer Science, Artificial Intelligence, Software Engineering, or a related field
Deep knowledge of object-oriented programming (OOP), especially with Python
Knowledge of C++ and SQL as well as FastAPI and REST APIs is a plus
Experience developing Python backends for AI applications including API development, database architecture, and software design
Know-how in building data flows and API structures as well as handling asynchronous tasks, message queues, and idempotent data processing
Initial experience building ETL pipelines to connect LLMs, ML models, and databases
Knowledge of multi-threaded programming to make optimal use of GPUs
Ability to perform automated tests (e.g., with unit testing frameworks), profiling, and performance optimization
Experience with modern development environments such as Linux, Docker, Git, and DevOps processes
Good communication skills and proficiency in English
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