Expert Data Engineer for AI-Driven Solutions

3 dni temu

Gliwice, Polska co Pełny etat

We are seeking an Expert Data Engineer for AI-Driven Solutions to join our team at co. as a Senior Python Developer.

Job Summary

We offer a competitive salary of $180,000 per year, with opportunities for growth and professional development.

In this role, you will design and implement scalable backend services in Python that support ML and generative AI solutions for knowledge inference and user support.

About the Role

This is an exciting opportunity to shape the future of AI-powered user interactions and make a real impact.

You will contribute to the development and maintenance of semantic knowledge bases using Retrieval-Augmented Generation (RAG) processes.

Additionally, you will collaborate with cross-functional teams to ensure seamless integration of generative AI and semantic knowledge solutions into the broader system.

Requirements
  • Experience with asynchronous programming in Python (asyncio, aiofiles, aio)
  • Experience with REST API frameworks (FastAPI)
  • Solid programming skills in Python, familiarity with version control systems (e.g., Git), knowledge of various database systems and data warehousing concepts (e.g., PostgreSQL, MongoDB)
  • Hands-on experience in generative AI/NLP solutions and Machine Learning model development and deployment
  • Familiarity with semantic knowledge bases and Retrieval-Augmented Generation (RAG) processes, along with experience in integrating AI solutions for knowledge inference and support systems
  • Expertise in data inference models and developing automated recommendation systems, with a focus on optimizing predictions and enhancing system intelligence
  • Experience working in cross-functional teams, collaborating with data scientists and engineers to ensure smooth integration of AI solutions into complex systems
  • Strong knowledge of conversational AI agents, including the development and optimization of personalized natural language-based support systems
Preferred Qualifications
  • Nice to have: Experience with agentic architecture for GenAI applications (AutoGen, Langraph)
  • Proficiency with LLM-specific models, prompt engineering, libraries, and frameworks, such as Hugging Face, LlamaCloud, or LLMs APIs (eg. OpenAI API), and experience fine-tuning large language models for specialized tasks
  • Experience with MLOps tools relevant to generative AI, such as LangChain, LlamaIndex, for managing pipelines, prompt engineering, and scaling LLM deployments
  • Strong understanding of retrieval-augmented generation (RAG) systems, with experience in building and managing semantic knowledge bases that leverage AI for organizing, retrieving, and maintaining data-driven insights
  • Strong analytical and problem-solving skills and excellent communication and teamwork abilities to collaborate effectively with cross-functional teams
  • Experience and knowledge of AI/ML models for anomaly detection, prediction, and similar tasks in observability systems is a plus, with the ability to leverage these models to enhance system reliability and proactively resolve issues
  • Experience with prototyping frameworks such as Streamlit is also a plus, to enable rapid development and deployment of user interfaces for prototype applications and functionalities
About Co.

We are a dynamic company that offers a fast-paced, collaborative environment where you can grow your career and make a real impact.

We are passionate about driving innovation and shaping the future of AI-powered user interactions.

If you thrive in a startup-like atmosphere and are passionate about driving innovation, we'd love to have you on board.

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