Research Engineer

1 day ago

Noida, Uttar Pradesh, India Etaclam Techno Services Full time ₹ 14,00,000 - ₹ 15,00,000 per year

Job Description

Position Description:

As a Research Engineer-II, you will be an integral part of our AI research team focused on transforming the construction industry through cutting-edge deep learning, computer vision and NLP technologies. You will contribute to the development of intelligent systems for automated construction take-off and estimation by working with unstructured data such as blueprint, drawings (including SVGs), and PDF documents. In this role, you will support the end-to-end lifecycle of AI-based solutions — from prototyping and experimentation to deployment in production. Your contributions will directly impact the scalability, accuracy, and efficiency of our products.

Roles & 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 documents such as blueprints, scanned PDFs, and SVG files.
  • Contribute development of multi-modal models that integrate vision with language-based features (NLP/LLMs).
  • Follow best data science and machine learning practices, including data-centric development, experiment tracking, model validation, and reproducibility.
  • Collaborate with cross-functional teams including 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 Hugging Face.
  • Stay updated with the latest research in computer vision and machine learning and evaluate applicability to construction industry challenges.

Skills & Requirements

  • 1–3 years of experience in applied AI/ML and research with a strong focus on Computer Vision and Deep Learning.
  • Solid understanding of image processing, visual document understanding, and feature extraction from visual data.
  • Familiarity with SVG graphics, NLP, or LLM-based architectures is a plus.
  • Deep understanding of unsupervised learning techniques like clustering, dimensionality reduction, and representation learning.
  • Proficiency in Python and ML frameworks such as PyTorch, OpenCV, TensorFlow, and Hugging Face Transformers.
    •

Hands-on experience with model optimization techniques (e.g., quantization, pruning, knowledge distillation). - Good to have

  • Experience with version control systems (e.g., Git), project tracking tools (e.g., JIRA), and cloud environments (GCP, AWS, or Azure).
  • Familiarity with Docker, Kubernetes, and containerized ML deployment pipelines.
  • Strong analytical and problem-solving skills with a passion for building innovative solutions; ability to rapidly prototype and iterate.
  • Comfortable working in a fast-paced, agile, startup-like environment with excellent communication and collaboration skills.

Job Type: Contractual / Temporary

Contract length: 6 months

Pay: ₹140, ₹150,000.00 per month

Work Location: In person

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