Data Scientist for AI Platform Development
vor 3 Wochen
We are developing an innovative AI platform to transform the Architecture, Engineering, and Construction (AEC) industry. Leveraging advanced machine learning, our platform empowers domain experts to create complex solutions efficiently.
Job OverviewWe seek a full-time data scientist to collaborate with our experienced team in solving cutting-edge machine learning problems and contributing to our product development.
The ideal candidate will have experience in implementing machine learning models using PyTorch and be proficient in Python. Prior experience in document understanding, information extraction, OCR/OCR-free methods, or Retrieval Augmented Generation (RAG) with large-language models is preferred.
Key Responsibilities:- Extract and preprocess data from transactional documents with varying layouts
- Collaborate with ML engineers on model design, experimentation, and implementation
- Design a system with state-of-the-art ML components that effectively addresses customer KPIs
- Discuss requirements with customer-facing members to understand the problem and its constraints
- Propose and implement iterative improvements
- Develop metrics to evaluate relevant KPIs
- Integrate solutions into a common codebase and demonstrate good software engineering practices
- Communicate results and analysis regularly
- Pursuing a PhD/Master's degree in Computer Science or a related field at a German or EU university
- Experience in implementing machine learning models in PyTorch, specifically Large Language Models
- Document understanding experience
- Experience with Retrieval Augmented Generation (RAG)
- Knowledge of OCR methods, OCR-free document understanding methods, e.g., Visual Document Question Answering (visual doc-QA), and Information Extraction
- Proficient in Python and strong software engineering skills
- Excellent communication and interpersonal skills
- Able to work in a team-oriented environment
- Strong problem-solving skills
- Fluent in English
- Eligible to work in Germany
You will be part of an inclusive start-up culture in a stimulating environment. You will work with great colleagues and participate in frequent team events and after-work activities. You will be empowered to bring new perspectives and create impact.
Our company is a deep tech start-up passionate about revolutionizing the $12T global construction industry using Domain AI and Frontier Tech.
The estimated salary for this position is €50,000 - €70,000 per year, depending on your qualifications and experience.
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