Fieldwire by Hilti
Fieldwire by Hilti
Fieldwire by Hilti dezvoltă software pentru gestionarea șantierelor destinat antreprenorilor generali și specializați, proprietarilor, arhitecților, designerilor, șefilor de echipă și managerilor de proiect. Platforma sa reunește într-un singur loc coordonarea activităților din teren, oferind instrumente pentru atribuirea sarcinilor, gestionarea programelor, partajarea desenelor și documentelor, înregistrarea lucrărilor finalizate și furnizarea de actualizări în timp real despre proiect. Integrările și accesul de pe diferite dispozitive ajută echipele să păstreze informațiile actualizate, de la șantier până la biroul proiectului. Ca parte a Hilti Construction Software, Fieldwire sprijină proiecte variind de la construcții de dimensiuni mai mici până la programe de construcții de amploare și este utilizată în întregul sector al construcțiilor pentru raportare, gestionarea documentelor și coordonarea de zi cu zi a proiectelor.

Mid-Level AI and Machine Learning Engineer

Build computer vision and document intelligence features for Fieldwire’s construction management platform. Deploy machine learning models that serve millions of users.

Descriere

  • Build and maintain full-stack AI foundations, integrating them into core platform capabilities.
  • Assess open-source models and adapt them to domain-specific needs through fine-tuning, transfer learning, and lightweight training.
  • Deploy and run models in Fieldwire’s infrastructure, including GPU-backed environments.
  • Improve inference speed, resource use, throughput, and latency.
  • Create image-understanding solutions for object detection, classification, and segmentation.
  • Extract and interpret information from PDFs, scans, images, and other complex visual content using OCR, document layout analysis, and multimodal models.
  • Use AI and computer vision to bring relevant, context-aware information into user workflows.
  • Troubleshoot production issues across services and stack layers.
  • Strengthen engineering standards, tools, and processes.

Cerințe

  • Bachelor’s or master’s degree in computer science, or equivalent professional experience.
  • At least three years of experience in full-stack, backend, AI engineering, or machine learning roles.
  • Practical machine learning experience training, evaluating, and deploying models.
  • Hands-on experience with computer vision and image processing.
  • Familiarity with modern tools for building high-quality applications.
  • Strong ability to write clean, well-tested, modular code.
  • Experience adapting pretrained models to domain-specific tasks using fine-tuning and transfer learning.
  • Understanding of modern model architectures, including transformers and vision-language models.
  • Experience processing images and documents, including OCR, document layout analysis, or extracting structured information from PDFs and images.
  • Experience building production systems, preferably with Rust, Ruby on Rails, or Angular.

Beneficii

  • Eligible for a corporate bonus of up to 30%.
  • Equal employment opportunity regardless of protected characteristics.

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