Senior Python Engineer IRC286443

Описание

DescriptionProject DescriptionThe primary goal of this initiative is to design and deploy a cloud-based Generative AI system. This advanced solution is tailored to significantly enhance code documentation processes in alignment with the European Railway Traffic Management System (ERTMS) standards. By leveraging the capabilities of Generative AI, the system aims to substantially improve the readability and accuracy of code documentation, ensuring it is comprehensive, easily understandable, and meticulously annotated.DescriptionAs a Python Developer, specializing in Python and Generative AI, you will play a pivotal role in advancing our cutting-edge Gen-AI initiatives. Your primary responsibility will be the development and enhancement of a cloud-based Generative AI application, designed to optimize and refine our codebase and documentation processes.RequirementsEssential Skills (Must Have)Python Internals & Asyncio: Deep proficiency in Python 3.11+ with a strong focus on asyncio.Demonstrated ability to write non-blocking code and debug race conditions or deadlocks.Experience optimizing high-throughput web applications (profiling, memory management, reducing latency).API Development: Expertise in FastAPI (Pydantic models, dependency injection, middleware).Azure Cloud Native (or experience with similar tools):Azure Service Bus for async orchestration.Azure Blob Storage for file management.Azure Web PubSub for real-time streaming.Containerization & Orchestration:Proficiency with Docker and Docker Compose for local development workflows.Experience managing and deploying services to Azure Kubernetes Service (AKS).GenAI Integration: Practical experience with Azure OpenAI APIs.Understanding of RAG flows, context window management, and embeddings.Database: Proficient in PostgreSQL (mostly though SQLAlchemy/Alembic).Experience designing efficient schemas and optimizing SQL queries.Observability & Monitoring: Hands-on experience with observability tools such as OpenTelemetry and Prometheus for distributed tracing, metrics collection, and performance monitoring in microservices environments.Nice to HaveExperience with LangChain.Understanding of CI/CD pipelines (mostly Azure DevOps).Job ResponsibilitiesKey Technical ResponsibilitiesAsync Microservices: Architect and maintain high-performance REST APIs using FastAPI. Manage communication between multiple services.RAG Optimization: Implement and refine Retrieval-Augmented Generation strategies for per-user knowledge bases.Event-Driven Architecture: Apply core event-driven concepts and use Azure Service Bus to schedule and offload time-consuming jobs.Real-Time Sockets: Manage Azure Web PubSub for streaming tokens and chat responses.Deployment: Manage local development environments using Docker Compose and production deployments via Azure Kubernetes Service (AKS).What We OfferCulture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders.Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do. About GlobalLogicGlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.DescriptionProject DescriptionThe primary goal of this initiative is to design and deploy a cloud-based Generative AI system. This advanced solution is tailored to significantly enhance code documentation processes in alignment with the European Railway Traffic Management System (ERTMS) standards. By leveraging the capabilities of Generative AI, the system aims to substantially improve the readability and accuracy of code documentation, ensuring it is comprehensive, easily understandable, and meticulously annotated.DescriptionAs a Python Developer, specializing in Python and Generative AI, you will play a pivotal role in advancing our cutting-edge Gen-AI initiatives. Your primary responsibility will be the development and enhancement of a cloud-based Generative AI application, designed to optimize and refine our codebase and documentation processes.RequirementsEssential Skills (Must Have)Python Internals & Asyncio: Deep proficiency in Python 3.11+ with a strong focus on asyncio.Demonstrated ability to write non-blocking code and debug race conditions or deadlocks.Experience optimizing high-throughput web applications (profiling, memory management, reducing latency).API Development: Expertise in FastAPI (Pydantic models, dependency injection, middleware).Azure Cloud Native (or experience with similar tools):Azure Service Bus for async orchestration.Azure Blob Storage for file management.Azure Web PubSub for real-time streaming.Containerization & Orchestration:Proficiency with Docker and Docker Compose for local development workflows.Experience managing and deploying services to Azure Kubernetes Service (AKS).GenAI Integration: Practical experience with Azure OpenAI APIs.Understanding of RAG flows, context window management, and embeddings.Database: Proficient in PostgreSQL (mostly though SQLAlchemy/Alembic).Experience designing efficient schemas and optimizing SQL queries.Observability & Monitoring: Hands-on experience with observability tools such as OpenTelemetry and Prometheus for distributed tracing, metrics collection, and performance monitoring in microservices environments.Nice to HaveExperience with LangChain.Understanding of CI/CD pipelines (mostly Azure DevOps).Job responsibilitiesKey Technical ResponsibilitiesAsync Microservices: Architect and maintain high-performance REST APIs using FastAPI. Manage communication between multiple services.RAG Optimization: Implement and refine Retrieval-Augmented Generation strategies for per-user knowledge bases.Event-Driven Architecture: Apply core event-driven concepts and use Azure Service Bus to schedule and offload time-consuming jobs.Real-Time Sockets: Manage Azure Web PubSub for streaming tokens and chat responses.Deployment: Manage local development environments using Docker Compose and production deployments via Azure Kubernetes Service (AKS).What we offerCulture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders.Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.About GlobalLogicGlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.