Job Location: Pune
Position: Software Engineer – AI
Location: Pune
Organization: A German MNC specialized in Industry 4.0
Roles & Responsibilities
As a confident and competent personality, you are responsible for:
– Developing state of the art of Applied Machine Learning
– Researching and developing infrastructure, frontend, and backend of our AI projects
– Knowledge of Embedded C++ software development (OOPS)
– Working on state-of-the-art computer vision problems
– Working in a team spread over multiple geographies.
Candidate’s Profile:
Mandatory Skill Sets:
1) Training deep neural networks
2) Should be able to use, run and modify github codes as per application
3) Speed and size optimization of embedded models
4) Knowledge of metrics like mAP, Confusion Matrix etc.
5) Knowledge of conversion between ONNX, TFLite model file formats
6) Setup and maintenance of frameworks on docker, virtual environments
Good To Have:
1) Data Analysis, Image processing
2) Deployment on embedded systems
3) ARM / GPU Architecture
Education:
Master’s Degree / Post-Graduate Diploma in Computer Science
Work Experience:
3-6 years of experience as an algorithm developer
Deep Learning Techniques – Object Detection, Semantic Segmentation, Classification
Framework:
– At least one Deep Learning framework like TensorFlow, PyTorch
– Libraries in Python like NumPy, matplotlib, scikit-learn etc.
– Data Analysis, Image processing
– Deployment on embedded systems
Domain: Automotive / FMCG / Medical Devices / Industrial Automation
Skills:
– Training deep neural networks
– Should be able to use, run and modify github codes as per application.
– Speed and size optimization of embedded models
– Knowledge of metrics like mAP, Confusion Matrix etc.
– Knowledge of conversion between ONNX, TFLite model file formats
– Setup and maintenance of frameworks on docker, virtual environments
– Knowledge of ARM / GPU Architecture
Programming Languages:
– Very good knowledge in python
– Knowledge of Embedded C++ software development (OOPS)
– Knowledge of MATLAB
Tools:
– Experience with Virtual Environments like VirtualBox, Docker etc.
– Experience with standard software development tools (Subversion, GIT, Doxygen, etc.)
– Experience with Requirements Managements tool (eg: Polarion, Jira)
Operating Systems
– Hands-on knowledge of Linux Programming (Ubuntu 18.04, 20.04)
– Usage of Windows OS (Win10, WSL / WSL2)
– Personal Communication
– Fluent in English (spoken and written)
– Basic German (spoken and written)
Soft Skills
– Confident and dynamic appearance
– Recognizing team members for performing at the highest level
– Responsible for technology and quality in the team
– Generation of innovative thoughts
– Willingness to Travel
– Stay in Germany for 2-4 weeks every year.
Industry
Automotive
Industrial Automation
Medical Devices
– Looking for someone who can join immediately / within a month
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