Agentic AI Engineer

CluePoints is a SaaS company developing software that revolutionizes how clinical trials are managed and new drugs are brought to market. Established in 2012, they are seeking a highly skilled AI Agent Engineer to lead the development of intelligent LLM-driven agents tailored for clinical trial applications.

You will play a central role in designing and developing an agentic system powered by state-of-the-art LLMs (OpenAI, Claude, LLaMA, etc.), integrated with both CluePoints and client-specific tools.

Key Responsibilities

• Architect and build intelligent agents using modern LLMs and data augmentation techniques such as Retrieval-Augmented Generation (RAG), Knowledge-Augmented Generation (KAG), or others as appropriate
• Integrate proprietary and client-specific data sources (e.g., protocols, IQRMPs, operational data) into LLM workflows
• Develop APIs and backend tools that encapsulate CluePoints' analytical capabilities (e.g., statistical tests, risk indicators)
• Collaborate with product, R&D, and clinical SMEs to translate use cases into scalable agent workflows
• Prototype and deploy interactive agent interfaces (chat-based or API-driven)
• Ensure agent outputs are safe, auditable, and aligned with clinical and regulatory standards
• Stay up to date with the latest developments in LLMs, agent frameworks, and healthcare AI applications

Required Qualifications

• Proven experience building applications using LLMs (e.g., OpenAI, Anthropic, Mistral, Meta)
• Strong knowledge of Retrieval-Augmented Generation and agent orchestration frameworks (e.g., LangChain, CrewAI, OpenAI function calling, AutoGen)
• Expertise in Python and experience with API development (FastAPI, Flask, etc.)
• Strong backend engineering skills with ability to design and maintain modular services
• Experience working with vector databases and embedding models

Preferred Qualifications

• Familiarity with clinical trial data and tools (EDC, CTMS, protocols, SOPs, AE/SAE reporting) is a plus, but not required
• Experience in regulated industries (e.g., life sciences, healthcare)
• Exposure to statistical or data quality assessment tools in clinical trials
• Familiarity with BI tools, document generation (PDF/Word), and data visualization
• Background in machine learning, NLP, or AI product development

Benefits

• Work 100% from home or choose to come to the office
• Fun atmosphere with activities throughout the year
• Squad organization offering ownership on projects
• High quality equipment (64GB RAM laptops, i9, 2K screens)
• Access to online training, certifications sponsored by the company, personal growth plans
• Multi-disciplinary international team (~20 nationalities)
• Competitive salary and benefits, bonus potential, employee referral program

Location: Poland (Remote). Must be located in Poland.

Company size: 101-500 employees.