Sr Generative Ai Engineer – Healthcare / Life Sciences

Location: Poland (Hybrid / Remote based on project needs)

Employment Type: Full-time

Work Authorization: Must have a valid work permit for Poland

Experience Required: 5-9 years (Minimum 2+ years in Generative AI)

Industry: Healthcare / Life Sciences / Pharmaceutical / MedTech

Role Overview

We are seeking a highly skilled Senior Generative AI Engineer to design, develop, and operationalize cutting-edge Generative AI solutions for healthcare and life sciences platforms. This role combines hands-on model development, prompt engineering, pipeline architecture, MLOps, and business-facing solution design.

The ideal candidate will have deep expertise in Large Language Models (LLMs), GenAI frameworks, and enterprise AI deployment, along with experience translating real-world healthcare and life sciences problems into scalable AI solutions.

Key Responsibilities

Generative AI Model Development

* Design, train, fine-tune, and evaluate Generative AI models including LLMs and multimodal models

* Develop and optimize prompt engineering, Retrieval-Augmented Generation (RAG), and agent-based pipelines

* Work with open-source and commercial LLMs such as OpenAI, Anthropic, LLaMA, Mistral, and Hugging Face

* Implement hallucination mitigation, safety guardrails, and responsible AI mechanisms

* Build scalable and production-ready GenAI systems

Solution Design & Business Enablement

* Collaborate with business, product, and consulting teams to identify GenAI opportunities

* Translate business problems into scalable AI architectures and technical solutions

* Develop POCs, prototypes, and solution blueprints

* Define success metrics, ROI, scalability, and feasibility of GenAI initiatives

Data Engineering, MLOps & Deployment

* Design and manage data pipelines for GenAI training, fine-tuning, and inference

* Deploy, monitor, and optimize GenAI models in production environments

* Implement CI/CD pipelines and model monitoring systems

* Optimize model performance, latency, and cost efficiency

* Collaborate with engineering teams on cloud deployment and scaling

Governance & Responsible AI

* Implement explainability, auditability, and traceability mechanisms

* Ensure compliance with data privacy, regulatory, and governance requirements

* Define and enforce responsible AI standards and best practices

Mandatory Requirements

* Valid work permit for Poland

* Bachelor’s or Master’s degree in Computer Science, AI, Data Science, or related field

* 5-9 years of experience in AI, ML engineering, or data science

* Minimum 2+ years of hands-on experience in Generative AI

* Must have Life Sciences or Healthcare industry experience, including one or more of:

* Pharmaceutical

* MedTech

* Hospitals or Clinics

* Healthcare Insurance

* Consumer Healthcare

* Strong hands-on experience with:

* Large Language Models (LLMs)

* Transformers, embeddings, and vector databases

* GenAI frameworks such as LangChain, LlamaIndex, Haystack, Hugging Face

* Fine-tuning techniques such as LoRA, PEFT, and instruction tuning

* Python programming

* Experience with cloud platforms:

* AWS, Azure, or GCP

* Experience with containerization tools:

* Docker, Kubernetes

* Experience with MLOps tools, CI/CD pipelines, and model monitoring

Preferred Qualifications

* Strong expertise in RAG pipelines, GenAI agents, and multimodal AI

* Experience deploying enterprise-scale GenAI solutions

* Experience in healthcare AI, clinical AI, or pharmaceutical AI use cases

* Experience working in consulting or enterprise product environments

* Strong understanding of responsible AI, governance, and compliance

Key Skills & Competencies

* Deep expertise in Generative AI, LLMs, RAG, and AI agents

* Strong software engineering and system architecture skills

* Ability to translate business problems into AI-driven solutions

* Strong problem-solving and analytical thinking skills

* Experience building scalable, secure, and production-grade AI systems

* Strong communication skills and ability to work with cross-functional teams

* Strong ownership mindset and ability to drive end-to-end solutions

What We Offer

* Opportunity to work on cutting-edge Generative AI solutions in healthcare and life sciences

* Exposure to enterprise-level AI transformation initiatives

* Collaborative, innovation-driven work environment

* Career growth opportunities into GenAI Architect, AI Lead, or Head of AI roles

* Competitive compensation and performance-based incentives

* Continuous learning and professional development support