Job Summary: Design, develop, and operate transactional applications powered by Generative AI and LLMs, with a focus on Python backend development, microservices architecture, and AI technology integration. Key Highlights: 1. Hands-on experience with Generative AI and LLMs in transactional applications. 2. Backend development in Python with microservices and REST APIs. 3. AWS environment with Docker and Kubernetes, focusing on CI/CD and observability. . **Responsibilities and Duties** * Design, develop, and operate transactional applications powered by Generative AI and LLMs; * Develop REST APIs in Python following microservices architecture; * Build inference pipelines and integrate Machine Learning and LLM models using LangChain and LangGraph; * Implement RAG (Retrieval\-Augmented Generation) solutions integrated with corporate data sources; * Manipulate and process data using Pandas and NumPy; * Ensure code quality through Clean Code principles, SOLID principles, and automated testing (unit and integration); * Implement end\-to\-end observability using logs, metrics, and tracing with Prometheus, Grafana, and Datadog; * Maintain and evolve CI/CD pipelines using GitHub; * Build and sustain AWS environments using infrastructure\-as\-code (Terraform); * Work with containers and orchestration using Docker and Kubernetes. **Requirements and Qualifications** * Solid backend development experience with Python; * Experience building REST APIs and microservices architectures; * Practical experience integrating LLMs and Generative AI solutions into enterprise applications; * Knowledge of AI orchestration frameworks such as LangChain and/or LangGraph; * Experience manipulating and processing data using Pandas and NumPy; * Familiarity with software development best practices, including Clean Code, SOLID, and automated testing; * Experience with application observability using logs, metrics, and tracing; * Experience with CI/CD and source control using Git/GitHub; * Knowledge of AWS environments, including services such as EC2, S3, Lambda, ECS, Fargate, and IAM; * Experience with Docker and containerization concepts; * Knowledge of Kubernetes for application orchestration; * Understanding of Software Architecture and Microservices Architecture; * Ability to work autonomously, with product\-oriented thinking and results focus; * Strong communication skills and ability to collaborate effectively with cross\-functional teams. Nice\-to\-have: * Experience with RAG solutions; * Knowledge of OCR and intelligent document processing; * Application security for AI systems; * Experience with Amazon SQS and Amazon SNS; * Knowledge of DynamoDB; * Experience with AWS API Gateway, ECS, Lambda, EC2, S3, Fargate, and IAM; * Experience with GitFlow; * Knowledge of Software Architecture and Microservices Architecture. Compass UOL is a global firm and part of the AI Revolution Company, together transforming organizations using Artificial Intelligence, Generative AI, and other of today’s most advanced technologies. We equip our team with proprietary and external AI\-driven tools to design and build digital\-native platforms, integrating cutting\-edge technologies and enabling companies to innovate, transform their businesses, and drive success in their markets. To achieve this, we attract and develop the best talent, creating opportunities that enhance people’s lives and highlight the positive impact of disruptive technologies. We empower borderless talent and promote knowledge and opportunities in the latest market trends, driving significant personal and professional growth. **Join us and be part of the AI\-driven revolution.**
João Silva
Indeed · HR
João Silva
Indeed · HR
