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Deschide
Planitar Inc. dezvoltă iGUIDE, o platformă de documentare a proprietăților care asociază echipamentele de captură PLANIX cu software-ul pentru a transforma o singură scanare în planuri de etaj măsurate, fișiere CAD și tururi 3D captivante. Compania oferă servicii profesioniștilor din domeniul imobiliar, fotografilor, arhitecților, asigurătorilor, echipelor de restaurare și managerilor de facilități, cu măsurători automate și formate de export precum PDF, DWG, RVT și ESX. Găzduirea opțională și integrările cu instrumente precum Xactimate și sistemele MLS sprijină vizualizarea proprietăților și fluxurile de lucru pentru documentare. Planitar îmbină hardware-ul și software-ul propriu cu servicii furnizate de experți iGUIDE instruiți.
MLOps Engineer
Build and operate the infrastructure used to train, deploy, and monitor Planitar’s floor-plan AI models. Support iGUIDE spatial property technology across desktop software and automated workflows.
Canada120.000 $ – 150.000 $ / an
HibridNormă întreagăNivel mediuSeniorLimbă Obligatorie: englezăInginer de învățare automatăDescriere
- Develop an automated evaluation system that scores each new model and blocks releases when regressions appear.
- Automate and version data generation and model training pipelines.
- Establish experiment tracking and maintain a model registry.
- Package and deploy models to the desktop drafting application and automated pipeline, enabling separate rollouts and rollbacks.
- Run LLM-based agents in production, tracking prompt and model versions, costs, and latency.
- Monitor production model quality, drift, and cost.
- Manage GPU computing resources and machine learning CI/CD.
Cerințe
- At least four years of experience in MLOps, ML platforms, or ML-focused software engineering, including taking models to production.
- Strong Python skills.
- Ability to work with C++ codebases.
- Experience with PyTorch training workflows and ONNX export.
- Experience with experiment tracking, model registries, and data versioning tools such as MLflow, W&B, or DVC.
- Experience with Docker, workflow orchestration, and CI/CD.
- Experience with AWS and Linux GPU environments.
- Ability to independently own a platform within a small research team.
Beneficii
- Flexible benefits plan fully paid by the employer.
- Comprehensive health and dental coverage.
- Choice of Health Spending Account or Lifestyle Spending Account.
- 3% Deferred Profit Sharing Plan match.
- Hybrid work environment.
- Professional development incentive.
- Opportunities to grow as the company scales.
- Support from a global industry leader through REA Group.
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