Research Engineer - II

Coderound Ai; Bengaluru; On-site; INR 1,500,000 - 2,100,000; Full time

Job summary

Coderound Ai in Bengaluru is seeking a Research Engineer II to advance AI solutions for construction take-off and estimation. You will work on Computer Vision, Deep Learning, and multimodal models to extract insights from blueprints, SVGs, and PDFs.

You will collaborate with engineers and researchers to prototype, evaluate, and deploy scalable AI systems in production, ensuring reproducibility and data-centric development.

Qualifications

• Develop AI-powered takeoff and estimation models for construction data.
• Work on CV/ML tasks using blueprints, PDFs and SVGs.
• Collaborate on multimodal models combining vision and language aspects.
• Contribute across the AI lifecycle from prototyping to production.

Responsibilities

• Contribute to research and development in Computer Vision and Deep Learning for construction data.
• Build and optimize models for extracting insights from blueprints, scanned PDFs, and SVG files.
• Develop multi-modal models that integrate vision with NLP features.
• Support end-to-end lifecycle of AI-based solutions from prototyping to deployment.
• Follow data-centric ML practices, experiment tracking, and model validation.
• Collaborate with software engineers, ML researchers, and product teams to deploy ideas.
• Write clean, scalable Python code using frameworks like PyTorch, TensorFlow, or HuggingFace.
• Stay updated with CV/ML research and apply insights to industry challenges.
• Work on AI solutions for automated construction take-off and estimation from unstructured data.

Skills

Python

PyTorch

TensorFlow

HuggingFace

Computer Vision

Deep Learning

NLP

multimodal models

Tools

PyTorch

TensorFlow

HuggingFace

Job description

Job Summary

Develops AI-powered construction takeoff, estimating, bid management, and BIM software that automates preconstruction workflows for contractors and field service businesses.

Responsibilities

• Contribute to research and development initiatives focused on Computer Vision, Image Processing, and Deep Learning applied to construction-related data
• Build and optimize models for extracting insights from blueprints, scanned PDFs, and SVG files
• Contribute development of multi-modal models that integrate vision with language-based features (NLP/LLMs)
• Support the end-to-end lifecycle of AI-based solutions from prototyping and experimentation to deployment in production
• Follow best data science and machine learning practices, including data-centric development, experiment tracking, model validation, and reproducibility
• Collaborate with software engineers, ML researchers, and product teams to convert research ideas into real-world applications
• Write clean, scalable, and production-ready code using Python and frameworks like PyTorch, TensorFlow, or HuggingFace
• Stay updated with the latest research in computer vision and machine learning and evaluate applicability to industry challenges
• Looking for a Research Engineer-II to work on cutting-edge AI solutions focused on Computer Vision, Deep Learning, NLP, and multimodal models.
• The role involves building AI systems for automated construction take-off and estimation by working with unstructured data such as blueprints, drawings (including SVGs), and PDF documents.
• The engineer will contribute across the AI lifecycle, from research and experimentation to production deployment.

Skills

• Python
• PyTorch
• TensorFlow
• HuggingFace
• Computer Vision
• Deep Learning
• NLP
• multimodal models