4 дня назад
Software Engineer - LLM (Large Language Models)
157 100 - 291 600PLN
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer - LLM (Large Language Models) (Python/LLM/Healthcare AI): Building and deploying machine learning models, LLM applications, AI assistants, and agentic workflows using proprietary healthcare and life sciences datasets with an accent on model training, evaluation, optimization, and production integration. Focus on developing scalable distributed training and inference pipelines, integrating retrieval systems and external tools, and applying AI engineering practices in regulated healthcare environments.
Location: Warsaw, Poland
Salary: PLN 157,100–291,600 annualized
Company
provides clinical research services, commercial insights, and healthcare intelligence for life sciences and healthcare organizations.
What you will do
- Train, fine-tune, evaluate, and optimize LLMs using proprietary healthcare and life sciences datasets.
- Build data pipelines for dataset curation, preprocessing, augmentation, and model benchmarking.
- Develop and deploy machine learning and deep learning models through scalable distributed training and inference environments.
- Build LLM-powered applications, AI assistants, and agentic workflows combining LLMs, retrieval systems, and external tools.
- Integrate AI models into platforms and business workflows in collaboration with data engineering teams.
- Evaluate emerging Generative AI technologies and support research and continuous improvement initiatives.
Requirements
- Strong Python programming skills and experience with machine learning frameworks, preferably PyTorch.
- Hands-on experience training, fine-tuning, evaluating, or building applications with LLMs.
- Knowledge of transformer architectures and frameworks such as Hugging Face.
- Experience with large datasets, cloud platforms such as AWS or Azure, and distributed training.
- Strong understanding of algorithms, data structures, performance optimization, backend software development, testing, code reviews, and CI/CD.
- Expertise in deep learning, NLP, model evaluation, benchmarking, data preparation, and agentic AI concepts including tool use, workflow orchestration, and function calling.
Nice to have
- Experience with open-source LLMs such as Qwen, Llama, or Mistral.
- Familiarity with RAG architectures, vector databases, embedding models, and LLMOps tools.
- Experience with healthcare or life sciences data and regulated environments.
- Knowledge of RLHF, model alignment, and AI safety techniques.
- Experience with agentic AI systems, AI assistants, multi-step reasoning workflows, or frameworks such as LangGraph, LangChain, Semantic Kernel, or CrewAI.
Culture & Benefits
- Access to advanced AI technologies, large healthcare datasets, analytics tools, and domain expertise.
- Opportunities for continuous learning and career development.
- Exposure to diverse geographies, therapeutic areas, technology capabilities, and healthcare projects.
- Work in an inclusive and respectful environment that supports diversity and professional growth.
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