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Airbus
Airbus

Aerospace company.

Robotics Computer Vision

职能机器学习
级别中级
地点Bangalore Area, India
方式现场办公
类型全职
发布1个月前
立即申请

必备技能

Python

AWS

Docker

Kubernetes

Terraform

PyTorch

TensorFlow

Job Description:We are looking for a highly skilled and experienced Computer Vision Engineer to join our dynamic team in developing advanced perception systems for robotic applications within the aircraft manufacturing industry. The ideal candidate will have a strong background in developing optimized computer vision algorithms.Key Responsibilities:

  • Design and implement state-of-the-art computer vision algorithms encompassing image classification, object detection, semantic segmentation, tracking, and pose estimation using both conventional and deep learning methodologies.

  • Create efficient and real-time convolutional neural network (CNN) models.

  • Utilize deep learning frameworks such as Tensor Flow, Caffe, Pytorch for AI model development and OpenCV, eigen,LAPACK, GMTL for the image processing.

  • Engage in rapid prototyping using Python, coupled with coding and debugging skills in C++.

  • Lead and manage a multidisciplinary team, ensuring effective collaboration and clear communication of technical concepts to management and team members.

Qualifications:

  • Minimum 4 years of experience in computer vision algorithm development.

  • Solid foundation in image processing, neural networks, CNNs, and vision transformer architectures.

  • Expertise in the entire deep learning lifecycle, including data preparation, model engineering, evaluation, deployment, monitoring, and maintenance.

  • Experience in developing algorithms for 2D/3D sensors.

  • Proficiency with Deep Learning libraries and algorithms (Tensor Flow & Keras, Py Torch, FastAI, U-Net, YOLO >= 5, Mask-R CNN, SAM).

  • Experience with AWS (Sage Maker, Lambda, EC2, S3, RDS), CI/CD, Terraform, Docker, Kubernetes.

  • Experience in model quantization, pruning, and knowledge distillation is beneficial.

  • Experience with TensorRT, Deepstream, Open Vino, and TRITON is a plus.

  • Understanding of sensor interfaces and calibration techniques is advantageous.

  • Knowledge of Kalman filters, particle filters, clustering techniques is a plus.

This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company’s success, reputation and sustainable growth.

Company:

Airbus India Private Limited:

Employment Type:

Permanent

Experience Level:

Professional

Job Family:

Manufacturing Engineering

By submitting your CV or application you are consenting to Airbus using and storing information about you for monitoring purposes relating to your application or future employment. This information will only be used by Airbus.
Airbus is committed to achieving workforce diversity and creating an inclusive working environment. We welcome all applications irrespective of social and cultural background, age, gender, disability, sexual orientation or religious belief.

Airbus is, and always has been, committed to equal opportunities for all. As such, we will never ask for any type of monetary exchange in the frame of a recruitment process. Any impersonation of Airbus to do so should be reported to emsom@airbus.com.

At Airbus, we support you to work, connect and collaborate more easily and flexibly. Wherever possible, we foster flexible working arrangements to stimulate innovative thinking.

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关于Airbus

Airbus

Airbus

Public

Airbus SE is a European aerospace corporation. While the company's primary business is the design and manufacture of commercial aircraft, it also operates separate divisions for Defence and Space and Helicopters.

10,001+

员工数

Leiden

总部位置

$89B

企业估值

评价

10条评价

3.7

10条评价

工作生活平衡

3.2

薪酬

4.0

企业文化

4.1

职业发展

3.5

管理层

3.8

72%

推荐率

优点

Learning opportunities and professional development

Supportive team and collaborative environment

Good compensation and benefits

缺点

High pressure and performance expectations

Long hours and overwhelming workload

Bureaucratic and rigid structure

薪资范围

43个数据点

Junior/L3

L2

L6

L3

L4

L5

Junior/L3 · Data Science Engineer

1份报告

$114,826

年薪总额

基本工资

$88,327

股票

-

奖金

-

$114,826

$114,826

面试评价

4条评价

难度

3.0

/ 5

时长

14-28周

录用率

25%

体验

正面 25%

中性 75%

负面 0%

面试流程

1

Application Review

2

HR Screen

3

Technical/Hiring Manager Interview

4

Panel Interview

5

Offer

常见问题

Technical Knowledge

Behavioral/STAR

Past Experience

Culture Fit