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Do you want to work in a company with the purpose of helping patients around the world? Do you want to learn and grow every day? Do you want to change healthcare?
Lyfegen is a fast-growing health-tech company making healthcare more accessible and affordable by delivering solutions for healthcare payers and pharma to identify the right drug pricing agreements, simulate and understand the financial impacts of those agreements, and automate the management of them.
We are seeking a passionate and skilled AI Engineer. This role focuses on leading and driving AI initiatives, optimizing simulations to support drug pricing negotiations, and improving our LLM-based chatbot to facilitate learning about drug reimbursements. This position offers an exciting opportunity to join a dynamic team at the forefront of innovation in healthcare technology.
We are doing things nobody has done before! Thus, creative problem solving is a must and a get-things-done mentality a definitive requirement.
Your main responsibilities:
- Lead all the AI initiatives inside the Lyfegen platform.
- Discover and benchmark different strategies for fast and accurate RAG on tabular data sources. Evaluate methods to achieve efficient and precise question-answering.
- Orchestrate and compose AI-supported toolchains. Use your knowledge of existing components, models and libraries such as LangChain and GPT to create AI toolchains to support diverse user tasks on the Lyfegen Platform.
- Support Lyfegen internal users with machine learning tooling. Provide ML tools and automations to streamline and enhance our internal workflows and processes.
- Work with our internal Product Owners to translate company vision into technical specs and collaborate with engineers to solve challenges.
Who you are:
- Machine learning and NLP expertise:
- Solid understanding of machine learning algorithms such as gradient boosted trees.
- Experience in multiple large language models (LLMs) specifically for Q&A and chat.
- Experience in benchmarking and optimizing toolchains.
- Proficiency in AI-relevant programming languages such as Python. Familiarity with frameworks and libraries such as TensorFlow, PyTorch and LangChain.
- Familiarity with databases for storing and retrieving data for AI models. (SQLAlchemy,Alembic)
- Expertise in Python-based Web frameworks such as Flask, Django or FastAPI.
- Research mindset by owning an AI feature/product end to end building server-side software that delivers AI inference results, aiming for reliable, scalable systems that seamlessly integrate into our products.
- AI toolchain integration skills. Ability to integrate and orchestrate AI tools and libraries into cohesive, user-friendly, and performant systems.
- Experience in recommendation engines is a bonus, particularly in apps involving pricing.
- Strong problem-solving abilities to identify issues and evaluate solutions.
- Analytical skills to implement effective AI strategies.
- Excellent interpersonal and communication skills to work effectively with stakeholders.
- Ability to translate business requirements into user-friendly AI-enabled solutions.
- Hands-on experience with retrieval-augmented generation (RAG) on tabular data.
What we offer:
- Join a company with a purposeful vision and mission.
- Direct influence on the growth and success of Lyfegen.
- The possibility to work flexibly.
- Become part of a team of international high performers.
- Opportunities for professional development and career advancement.
Job Facts
Location: Remote
Schedule: 100%
Start date: 2024
Duration: Unlimited
