Responsibilities
- Model Integration & API Development: - Integrate LLMs and other GenAI models into web applications through efficient API design and implementation. - Build and optimize API endpoints to allow seamless, real-time interaction between front-end applications and back-end AI models. - Design and develop secure, scalable, and high-performing microservices for AI model deployment.
- Front-End Development: - Design and develop responsive and intuitive front-end applications using React.js to enhance the user experience of AI-powered applications. - Implement front-end components to visualize, interpret, and manage AI model outputs effectively.
- Back-End Development & AI Pipelines: - Develop robust back-end systems in Python to support the deployment, scalability, and maintenance of GenAI models. - Build and maintain data pipelines, including preprocessing data and post-processing AI model outputs for consumption by applications. - Implement best practices for handling sensitive data and maintaining model performance.
- Infrastructure & Deployment: - Use Kubernetes and Docker for containerization and orchestration to ensure scalable deployment and management of AI applications. - Implement continuous integration and continuous deployment (CI/CD) pipelines for automated testing and deployment of code changes. - Maintain a scalable and secure cloud infrastructure, leveraging platforms such as Google Cloud Platform, or Azure for model training, storage, and deployment.
- LLM and GenAI Ecosystem Expertise: - Utilize vector databases (e.g., Pinecone, Weaviate, or Faiss) to manage and retrieve embeddings for efficient similarity search and recommendation systems. - Work with frameworks for model development and deployment, including Hugging Face Transformers, LangChain, and OpenAI. - Optimize and fine-tune LLMs to improve performance based on application needs.
Benefits
- This is a unique opportunity to work on cutting-edge AI applications that leverage the latest advancements in Generative AI and Large Language Models, impacting the future of intelligent software development.
- The option to work from the office or 100% remotely
- Opportunity to work in a diverse, international and cross-functional environment, along with leading experts.
- Fulfilling careers with a range of benefits for employees and invests in providing training opportunities for their development.
- Involvement in technology monitoring and choices
- Your impact will be visible instantly and you will be making a difference in our users lives
Work Arrangement
Hybrid
Additional Information
- Excellent knowledge of English AND Polish.
