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BGBx

Healthcare consultancy translating science into stories

AI Engineer

Natural Language Processing & LLMsUpdated on Nov 13
Full-timePortugal€35k - €55k /yrIn-person

About the Job

Requirements

  • Have 3–5 years of hands-on engineering experience, ideally working with data and/or AI systems.
  • Have professional experience writing and testing Python.
  • Have experience integrating APIs, including reading documentation and working with pagination, timeouts, authentication, and complex JSON responses.
  • Have experience using large language models as a developer and an interest in building reliable AI systems, including addressing hallucinations, incorrect citations, and context limitations.
  • Be able to write high-quality code using AI-assisted development tools such as Cursor, Codex, or Claude Code, or be willing to learn quickly.
  • Be comfortable working with production systems and taking ownership of features through implementation, testing, and deployment.
  • Have hands-on experience with the Ximosing framework.

Responsibilities

  • Create new agent tools and improve existing ones across retrieval and grounding, vector and keyword search, live-source search, analytics queries, PDF generation, and other capabilities.
  • Integrate external APIs and data sources into agent systems, including Pinecone, Meilisearch, Hasura, Cube, and Google Cloud Platform.
  • Extend and improve agent state machines, including skill resolution, tool-calling loops, review gates, answer post-processing, and token guards.
  • Work with real production data and infrastructure, and improve the observability, reliability, and ongoing maintenance of AI systems.
  • Own features from design and implementation through testing, deployment, and production support.
  • Support evaluations and experiments to understand and improve system performance.

Desired Qualifications

  • Have hands-on experience with asynchronous Python in production, such as asyncio or aiohttp.
  • Be familiar with LangChain, LangGraph, or another agent or tool-calling framework.
  • Know search and retrieval-augmented generation concepts, including embeddings, filters, and hybrid keyword and vector retrieval.
  • Have exposure to GraphQL or analytics APIs, such as Cube or similar semantic layers.
  • Understand logs, traces, observability, and general maintenance of production systems.
  • Be comfortable contributing to frontend-adjacent work when needed.

About the Company

BGBx

Healthcare consultancy translating science into stories

BGBx is a healthcare consultancy that helps pharmaceutical, biotech, and medical device companies turn scientific advances into practical, credible brand stories and strategies. Its services include medical communications to explain science clearly, market access planning to help products reach patients, and payer strategy to work with insurance decision-makers. The work is done by a team that combines clinical knowledge, academic insight, and industry experience, and is delivered through project-based engagements that aim for real-time, real-world impact. Unlike firms that rely on generic marketing, BGBx differentiates itself with a strong, multidisciplinary medical team and a clear focus on translating science into strategies that improve access and outcomes. The company’s goal is to help clients communicate complex science effectively while shaping reimbursement and market access to bring new therapies and devices to patients more efficiently.

Company size
501-1,000
Company stage
Not listed
Total funding
Not listed
Headquarters
New York City, New York
Founded
2014

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