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Fieldwire by Hilti
Fieldwire by Hilti
51 – 200 Zaposleni
GradbeništvoLogistikaProizvodnja
Fieldwire by Hilti razvija programsko opremo za upravljanje gradbišč, namenjeno glavnim in specializiranim izvajalcem, lastnikom, arhitektom, oblikovalcem, delovodjem in vodjem projektov. Njegova platforma združuje usklajevanje dela na terenu na enem mestu ter ponuja orodja za dodeljevanje nalog, upravljanje urnikov, souporabo načrtov in dokumentov, beleženje opravljenega dela in zagotavljanje sprotnih posodobitev projekta. Integracije in dostop z različnih naprav pomagajo ekipam ohranjati aktualne informacije od gradbišča do projektne pisarne. Kot del rešitve Hilti Construction Software Fieldwire podpira projekte od manjših gradenj do obsežnih gradbenih programov ter se v gradbeni industriji uporablja za poročanje, upravljanje dokumentov in vsakodnevno usklajevanje projektov.
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Delovna mesta v podjetju

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.

USZdružene države AmerikeCAKalifornija
170.000 $ – 195.000 $ / leto
HibridnoPolni delovni časSrednja ravenSeniorZahtevani Jezik: angleščinaInženir strojnega učenja
AngularRubyRuby on RailsRust

Opis

  • 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.

Zahteve

  • 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.

Ugodnosti

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

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