Agentic AI Engineer at CluePoints

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.