ML Interns - Natural Language Processing: Document Understanding
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We are developing an AI Platform for the Architecture, Engineering, and Construction (AEC) industry. Our platform leverages advanced AI to enable construction domain experts to create complex use cases efficiently.
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Tasks
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We are looking for
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full-time interns (for min. 6 months)
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to solve some cutting-edge machine learning problems and be a part of our product development.
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You should have experience in implementing machine learning models in PyTorch, and be proficient in Python. Prior experience in document understanding, information extraction,
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OCR / OCR-free methods
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, or
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Retrieval Augmented Generation (RAG)
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with large-language models would be preferred.
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The successful candidate will:
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Extract and pre-process data from
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transactional documents with varying layouts
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Collaborate with ML engineers on model design, experimentation and implementation
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Collaborate with ML engineers to design a system with state-of-the-art ML components that effectively addresses customer KPIs
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Discuss requirements with customer-facing members to understand the problem and its constraints
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Proactively propose and implement iterative improvements
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Propose and implement metrics to evaluate relevant KPIs
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Integrate the solutions to a common codebase and demonstrate good software engineering practices
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Communicate results and analysis on regular basis
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Requirements
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Pursuing a PhD / Master's degree in Computer Science or a related field enrolled in a German or EU university
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Experience in implementing machine learning models in PyTorch, specifically Large Language Models
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Experience with document understanding
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Experience with Retrieval Augmented Generation (RAG)
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Experience with OCR methods, OCR-free document understanding methods, e.g., Visual Document Question Answering (visual doc-QA) and Information Extraction
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Proficient in Python and good software engineering skills
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Good communication and interpersonal skills
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Ability to work in a team-oriented environment
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Strong problem-solving skills
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Fluent in English
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Eligible to work in Germany
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Benefits
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You will be a part of an
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inclusive start-up culture
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in a stimulating "work hard, play hard" environment. You will work with (and party with) great colleagues with diverse backgrounds. Team events and after-work activities are frequent at CONXAI. You will be empowered to bring new perspectives and create impact.
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Updated: 4 days ago
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Job ID: 13064929
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Conxai Technologies GmbH
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11-50 employees
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Software Development
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CONXAI is a deep tech start-up, with a passion to revolutionize the $12T global construction industry using Domain AI and Frontier Tech.
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