Advanced Engineer - Technology Development-Computer Vision

Autoliv India

Singahalli

On-site

INR 900,000 - 1,500,000

Full time

10 days ago

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Job summary

Autoliv India is seeking a Senior Engineer - Technology Development (Computer Vision) to drive next-generation perception technologies for 3D understanding, localization, and scene interpretation. You will develop scalable CV solutions using monocular/stereo imaging, SLAM/VINS, and deep learning, collaborating with cross-functional teams to translate research into production-ready systems.

The role requires hands-on experience with Python, C++, OpenCV, and PCL, deploying on Linux and Azure ML

Qualifications

  • Hands-on CV applications in real-world deployment.
  • Experience with SLAM, VINS, or localization systems.
  • Camera calibration and stereo vision pipeline development.
  • End-to-end AI/ML model deployment on cloud platforms.

Responsibilities

  • Design, develop, and optimize computer vision solutions using monocular and stereo camera systems.
  • Build and validate 3D localization, mapping, SLAM (Simultaneous Localization and Mapping), and VINS (Visual Inertial Navigation System) pipelines.
  • Develop algorithms for: 3D reconstruction, multi-view geometry, depth estimation, camera pose estimation, scene understanding.
  • Perform camera modeling and calibration for pinhole, fisheye, and stereo vision systems.
  • Apply both classical computer vision techniques and deep learning-based approaches for perception applications.
  • Develop data preprocessing, feature engineering, and model evaluation pipelines.
  • Implement and optimize solutions using Python, C++, OpenCV, and PCL.
  • Deploy, monitor, and improve AI/ML solutions on Linux-based systems and cloud platforms such as Azure ML Studio.
  • Analyze performance bottlenecks, debug issues, and continuously improve solution robustness and accuracy.
  • Collaborate with cross-functional engineering teams to translate research concepts into scalable products.

Skills

Monocular Vision
Stereo Vision
Multi-view Geometry
Camera Calibration
3D Reconstruction
Depth Estimation
Scene Understanding
Visual Localization
Human Pose Estimation
Python
C++
OpenCV
PCL
NumPy
Pandas
Linux Development

Tools

OpenCV
PCL
Azure ML Studio
Linux Development Environment

Job description

Autoliv's primary goal is to Save More Lives. Our products never get a second chance. This is why we can never compromise on quality. We are working to increase vehicle safety by developing seatbelts, airbags and steering wheels and you can be part of our team as Senior Engineer / Advanced Engineer - Technology Development-Computer Vision

About the Role

We are seeking a passionate and innovative Senior Engineer - Technology Development (Computer Vision) to develop next-generation perception technologies that enable advanced 3D understanding, localization, mapping, and scene interpretation. This role combines cutting-edge research with practical engineering to create scalable, production-ready computer vision solutions using monocular and stereo imaging systems.

You will work on challenging problems involving computer vision, multi-view geometry, sensor calibration, SLAM/VINS, deep learning, and 3D reconstruction while collaborating with multidisciplinary teams to bring innovative technologies into real-world applications.

Key Responsibilities
  • Design, develop, and optimize computer vision solutions using monocular and stereo camera systems.

  • Build and validate 3D localization, mapping, SLAM (Simultaneous Localization and Mapping), and VINS (Visual Inertial Navigation System) pipelines.

  • Develop algorithms for:

    • 3D reconstruction

    • Multi-view geometry

    • Depth estimation

    • Camera pose estimation

    • Scene understanding

  • Perform camera modeling and calibration for pinhole, fisheye, and stereo vision systems.

  • Apply both classical computer vision techniques and deep learning-based approaches for perception applications.

  • Develop data preprocessing, feature engineering, and model evaluation pipelines.

  • Implement and optimize solutions using Python, C++, OpenCV, and Point Cloud Library (PCL).

  • Deploy, monitor, and improve AI/ML solutions on Linux-based systems and cloud platforms such as Azure ML Studio.

  • Analyze performance bottlenecks, debug issues, and continuously improve solution robustness and accuracy.

  • Collaborate with cross-functional engineering teams to translate research concepts into scalable products.

What You'll Be Working On
  • Advanced Computer Vision Systems

  • Stereo & Monocular Perception

  • 3D Localization & Mapping

  • Visual SLAM / VINS

  • Depth Estimation Models

  • Human Pose Estimation

  • Object Detection Systems

  • Camera Calibration & Sensor Fusion

  • Cloud-Based AI/ML Deployment

  • Next-Generation Perception Technologies

Required Technical Skills
Computer Vision & 3D Perception
  • Monocular and Stereo Vision Systems

  • Multi-view Geometry

  • Camera Calibration

  • 3D Reconstruction

  • Depth Estimation

  • Scene Understanding

  • Visual Localization

  • Human Pose Estimation

Machine Learning & Deep Learning
  • CNN-based Object Detection

  • Depth Estimation Networks

  • Human Pose Estimation Models

  • Model Evaluation & Validation

  • Data Annotation and Dataset Development

Programming & Tools
  • Python

  • C++

  • OpenCV

  • Point Cloud Library (PCL)

  • NumPy

  • Pandas

  • Linux Development Environment

Cloud & Deployment
  • Azure ML Studio

  • Cloud-based ML Workflows

  • Model Deployment and Monitoring

Preferred Experience

We are looking for candidates with hands-on experience in:

  • Developing computer vision applications for real-world deployment.

  • Building and deploying SLAM, VINS, or localization systems.

  • Camera calibration and stereo vision pipeline development.

  • 3D mapping and reconstruction technologies.

  • Working with deep learning models such as:

    • Depth Anything

    • OpenPose

    • Object Detection Frameworks

  • End-to-end AI/ML model development and deployment on cloud platforms.

Behavioral Competencies
  • Customer Focus

  • Global Perspective

  • Innovation Mindset

  • Sound Decision Making

  • Execution Excellence

  • Accountability

  • Collaboration & Teamwork

  • Leadership and Influence

  • People Development

  • Trust Building

We will be more than glad to chat with you about your experience and your career goals.

In our international work setting, you will find a range of opportunities that are designed to enhance your career and personal development. Including new and different perspectives is part of what ensures the team’s success. We are committed to develop people’s skills, knowledge and creative potential. Our training and development programs emphasize technical competency, leadership development and business management skill.

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