5 часов назад
AI/ML Engineer (Synthetic Data)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI/ML Engineer (Synthetic Data): Building production augmentation and profile models to simulate survey responses with an accent on LLM fine-tuning and traditional ML. Focus on designing experiments, implementing LoRA/distillation, and developing agentic insights from survey data.
Location: Must be based in Czechia, Spain, or the UK
Company
is a pioneer in research technology (ResTech), providing a programmatic marketplace for global survey data.
What you will do
- Design, train, evaluate, and deploy production augmentation and profile models using real survey data.
- Innovate on survey response simulations using open-weights LLMs, custom architectures, or third-party APIs.
- Implement advanced fine-tuning techniques such as LoRA and distillation to optimize model performance.
- Collaborate with the Data Science team to ensure the integrity of statistical testing and experiment frameworks.
- Utilize AI-native engineering tools, including Claude Code and agentic programming, to solve complex problems.
Requirements
- Proficiency in Python; knowledge of Java is a plus.
- Experience with traditional machine learning (SVM, Gradient Boosting) and LLM architectures.
- Proficiency in SQL; knowledge of Databricks and AWS cloud technologies.
- Strong foundation in mathematics, probability, statistics, and algorithms.
- Must be based in Czechia, Spain, or the UK.
Culture & Benefits
- Flexible work arrangement with full remote possible or office access in Prague (Pankrác).
- 25 days of vacation and unlimited sick days.
- Pension fund contributions and Edenred meal vouchers.
- Provision of company hardware (laptop and accessories) and height adjustable desks.
- AI-native engineering culture with high autonomy and modern tech stack (FastAPI, K8s, AWS).
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