Data Scientist
3 days ago
Are you passionate about building next-generation AI systems that leverage Large Language Models (LLMs) to automate complex tasks and enable intelligent decision-making? Join PreludeSys as a Data Scientist and design end-to-end solutions across intelligent pipelines, agentic workflows, and AI-native system modernization.
What Youll Do
As a Data Scientist at PreludeSys, you will:
- Design & Build AI Pipelines: Develop intelligent, end-to-end data pipelines using LLMs for document generation, summarization, reasoning, and automation.
- Agentic Systems: Architect and implement autonomous workflows where AI agents interact with tools, APIs, memory, and other agents to achieve multi-step objectives.
- LLM Engineering: Apply prompt engineering, retrieval-augmented generation (RAG), and planning techniques to enable contextual reasoning and advanced decision-making.
- System Modernization: Analyze rule-based engines, stored procedures, and monolithic applications, and re-engineer them into modular, AI-native components that handle structured and unstructured data.
- Model Optimization: Fine-tune foundation models or adapt them with LoRA, transfer learning, or domain-specific techniques for performance improvements.
- Cloud & Deployment: Orchestrate scalable AI services and workflows in cloud environments.
Your Skillset
Were looking for an experienced AI/ML professional with strong expertise in LLM-powered systems. Must-haves include:
- Experience: 5+ years in AI/ML solution design and development, with hands-on LLM integration.
- Technical Skills:
- Python Advanced proficiency for AI/ML development and orchestration.
- LLM Development Prompt engineering, chaining logic, context window management, API integration.
- Agent Frameworks Memory, planning, coordination, and decision-making in multi-agent systems.
- RAG Vector databases, embeddings, and retrieval-augmented knowledge systems.
- Cloud Deployment and management of AI services, preferably on Microsoft Azure.
- Problem-Solving: Strong ability to debug, optimize, and scale AI-driven applications.
- Collaboration: Effective communication with cross-functional teams, product owners, and stakeholders.
Good to Have
- Experience with PCF or React for building intelligent front-end components.
- Contributions to open-source AI frameworks or research.
Certifications Preferred
- Microsoft Certified: Azure AI Engineer Associate (AI-102) or equivalent.
Why PreludeSys?
- Work on cutting-edge LLM-based AI projects with global impact.
- Collaborate with experts in AI, ML, and cloud technologies.
- Grow your career in an innovation-driven, learning-focused environment.
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