Machine Learning Engineer in AEC AI Platform
Vor 7 Tagen
We are developing an advanced Artificial Intelligence (AI) platform for the Architecture, Engineering, and Construction (AEC) industry. Our innovative solution leverages cutting-edge AI technology to enable construction domain experts to create complex use cases efficiently.
Job OverviewWe are seeking a highly skilled Machine Learning Engineer to join our team as a full-time intern for at least 6 months. The successful candidate will have the opportunity to work on cutting-edge machine learning problems and be part of our product development.
The ideal candidate should have experience in implementing machine learning models in 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 would be beneficial.
The successful candidate will collaborate with our team of experienced ML engineers to design, experiment, and implement state-of-the-art machine learning components that effectively address customer Key Performance Indicators (KPIs). Additionally, they will discuss requirements with customer-facing members to understand the problem and its constraints.
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
- Propose and implement metrics to evaluate relevant KPIs
- Integrate solutions to a common codebase and demonstrate good software engineering practices
- Communicate results and analysis on a regular basis
- Pursuing a PhD / Master's degree in Computer Science or a related field enrolled in a German or EU university
- Experience in implementing machine learning models in PyTorch, specifically Large Language Models
- Experience with document understanding
- Experience with Retrieval Augmented Generation (RAG)
- Experience with OCR methods, OCR-free document understanding methods, e.g., Visual Document Question Answering (visual doc-QA) and Information Extraction
- Proficient in Python and good software engineering skills
- Good communication and interpersonal skills
- Ability to work in a team-oriented environment
- Strong problem-solving skills
- Fluent in English
- Eligible to work in Germany
We offer a competitive salary of approximately €65,000 per year, reflecting the current market rate for a Machine Learning Engineer in Berlin, Germany. You will also be part of an inclusive start-up culture in a stimulating 'work hard, play hard' environment. We foster a collaborative atmosphere, where you will work with great colleagues from diverse backgrounds. Regular team events and after-work activities are an integral part of our company culture.
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