Applied CV Engineer
- Bosch Rexroth India
- 0 - 5 years
- Hosur
- 1 month ago
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Job Description
1.You are developing video perception algorithms for unsolved problems in the technology area perception for autonomous drive vehicles.
2.You have to explain why something works or not using data. And what next for the things not working with the reduced cost of labelling.
3.You have to find that elusive data through innovative algorithms,
Your job would involve
1.Looking at the nature of the data
2.Current AI/DL algorithm performance
3.Derive insights or patterns in failures
4.Define a hypothesis for the solution making.
5.Define Experiments for hypothesis testing
6.Define/Review the techniques/methods in deep learning for experiments
7.Analyze the results of experiments
8.Define the next set of data or experiments forward
9.Define the targets for the current sprint
10.Review, Agree on the experiments
11.Ensure delivery with the right process for quality
Qualifications:Strong technical background. At least a Bachelors/Master of Engineering in Computer Science or Electrical Sciences or related areas with 4 years of industry experience in designing and implementing perception algorithms.
You are a skilled software engineer with experience in Python and strong problem-solving skills.
You are passionate about solving real-world robotics problems, and you have ideally worked on autonomous robots before. Prior knowledge of working with deep neural networks is a strong plus.
A team player. You take ownership and work with the team to deliver exceptional results.
You are interested in the performance of the entire system across engineering disciplines.
Ability to build and iterate quickly (AGILE mindset). You enjoy working fast and smart, and you are comfortable in the earlier stages of developing an algorithm from scratch.
Hands on. You dig deep into important details such as the sensor driver if it improves the overall system. You like working with production machine learning pipelines, from dataset collection and labeling to training and validation.
Great communicator. You have experience writing clear, concise, and detailed documentation.
Should be able to explain technical solutions clearly to non-technical/different audience
Problem solver: You are expected to solve systemic problems.
Skills:Must have:1. Strong knowledge in DL (3yrs min)(few-shot learning, transfer learning, unsupervised and semi-supervised methods, active learning and semi-automated data annotation, large scale image and video detection and recognition)
2. Hands on experience in Full stack Vision/Image related projects in production (3yrs min)
Data: Spark, Hadoop (user level), visualization, data preparation, data handling, understanding data
Model: tensor flow 2+ and PyTorch
Deployment: docker, flask, kubernets
Cloud deployment: Azure/AWS3. Experience in Python4.
Tool:
GiT
Working with GPU
Linux
Multi-processing and multi-threading (application)
Sound knowledge of custom accelerator deployment (OpenVINO, Jetson)
Tooling:
Good understanding of Visual studio code
CUDA, RAPIDS, OpenMP, Distributed Systems and HPC application design
Qualifications
B.E/B.Tech
Job Classification
Industry: Industrial Equipment / MachineryFunctional Area / Department: Engineering - Software & QARole Category: Quality Assurance and TestingRole: Blockchain Quality Assurance EngineerEmployement Type: Full timeContact Details:
Company: Bosch Rexroth IndiaLocation(s): Hosur+ View Contact
Keyskills: Computer science GIT Linux Neural networks Machine learning Agile Visual Studio Distribution system Robotics Python
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Bosch Rexroth India
The Bosch Group is a leading global supplier of technology and services, in the areas of Automotive Technology, Industrial Technology, Consumer Goods, Energy and Building Technology. In India, the Group operates through nine companies with a combined strength of over 30,000 associates which includes...
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