Data Science Engineer

4 tygodni temu


Gdańsk, Polska Accuris Pełny etat
Project Overview

Accuris is developing the Core Intelligence platform, a key component of our products – Engineering Workbench, Goldfire, and Parts Intelligence. Our mission is to drive digital transformation in engineering organizations by unlocking valuable insights from unstructured content in corporate repositories and industry sources, seamlessly integrating them into daily engineering workflows.

Job Description

We are seeking a highly skilled Data Science Engineer to enhance, develop new features, and maintain an existing in-house developed solution for decomposition and structural parsing of documents in PDF, scans, MS Office, and other formats, including intelligent processing with ML models and specialized NLP and Computer Vision algorithms.

Key Responsibilities
  1. Develop and maintain core components of data processing pipelines focused on parsing and intelligent analysis of unstructured content.
  2. Design, implement, and optimize machine learning models, ensuring seamless integration and deployment within the continuous release cycle of the unstructured document processing pipeline.
  3. Oversee MLOps functions, including dataset management, maintenance of training pipelines, solution packaging, and management of third-party dependencies.
  4. Create and maintain comprehensive documentation, and actively collaborate with other development teams to promote updates and enhancements.
Requirements
  1. Experience: 3+ years as a Python developer and Data Scientist with a focus on developing and deploying code and ML models in production, particularly for unstructured data processing projects.
  2. Python Proficiency: Advanced Python programming and engineering skills, including environment management, library packaging, code analysis, and unit testing.
  3. Deep Learning: Hands-on experience in training deep learning models for NLP and/or Computer Vision such as transformers, RNNs, CNNs.
  4. Algorithmic Expertise: Strong understanding of algorithms and data structures.
  5. Communication: Fluent in English, with excellent communication and collaboration abilities.
What We Offer
  1. Engaging and innovative tasks with a dedicated team focused on developing proprietary solutions utilizing advanced state-of-the-art Machine Learning models and data-driven algorithms.
  2. Close collaboration with experienced software developers, data scientists, data analysts, and researchers.
  3. Comprehensive support for personal growth and career development at the corporate level.
  4. A fully remote work environment.
  5. Provision of all necessary equipment.
  6. Health and life insurance.
  7. Wellness program.
  8. Multisport card.
  9. Medical Package.


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