AI Senior Fullstack Engineer / Integration Specialist
135 - 150 PLN/ godz.B2B (netto)
SeniorFull-time·B2B
#327140·Dodano 18 dni temu·22
Źródło: nofluffjobs.comTech Stack / Keywords
PythonMLAIReact
Firma i stanowisko
The AI Senior Integration Specialist role focuses on bridging AI/ML capabilities with production-ready enterprise applications. The position involves leading the design and implementation of end-to-end integrations of Large Language Models (LLMs) and Generative AI workflows into web and backend ecosystems, building scalable API layers, managing complex data exchanges, and delivering AI-driven user interfaces.
Wymagania
- 6–8 years of experience in full-stack software development.
- At least 2 years focused on integrating AI/ML services into enterprise environments.
- Deep proficiency in Python with experience in FastAPI, Flask, or Django.
- Expert-level knowledge of Node.js with TypeScript.
- Hands-on experience with React.js or Next.js including Server-Side Rendering and API routes.
- Proven experience integrating LLM APIs (OpenAI, Azure AI, Anthropic).
- Experience with AI orchestration frameworks like LangChain or LlamaIndex.
- Practical understanding of Retrieval-Augmented Generation (RAG), word embeddings, and vector databases (Pinecone, Weaviate, Milvus, FAISS).
- Strong experience designing and consuming RESTful and GraphQL APIs.
- Understanding of event-driven architecture and message brokers (Kafka/RabbitMQ) is a plus.
- Experience with SQL (PostgreSQL, MySQL) and NoSQL (MongoDB, Redis) databases.
- Mastery of secure authentication and authorization protocols (OAuth2, OpenID Connect, JWT).
- Experience handling sensitive data/PII in compliance with GDPR.
- Proficiency with Docker and experience with CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins).
- Solid understanding of microservices architecture, design patterns (Circuit Breaker, Saga), and system scalability.
- Excellent problem-solving skills and ability to communicate complex integration logic to non-technical stakeholders.
- Native or C1-level English proficiency.
- Strong experience working in Agile/Scrum environments using Jira.
Obowiązki
- Design and implement robust integrations between AI/ML models (LLMs, proprietary APIs) and enterprise systems.
- Lead the integration of services like OpenAI and Azure AI into production-grade applications.
- Build high-performance backend services using Python (FastAPI/Flask) and Node.js/TypeScript.
- Develop modern, responsive front-end applications using React.js and Next.js.
- Implement Retrieval-Augmented Generation (RAG) patterns and integrate vector databases into application flows.
- Optimize prompts and orchestration workflows (e.g., LangChain) for accuracy and latency.
- Define integration patterns (REST, GraphQL, Event-driven) and microservices architectures.
- Ensure AI-driven workflows are fault-tolerant and scalable.
- Apply security protocols including OAuth and JWT for authentication.
- Ensure strict adherence to data privacy (PII handling) and API security best practices.
- Provide technical mentorship to junior developers.
- Participate in design reviews and sprint planning within an Agile environment.
Oferta
- Fully remote work model.
- Professional training programs including Udemy and other development plans.
ITMAGINATION
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