AIML - ADAS
- Embitel Technologies
- 8 - 12 years
- Bengaluru
- 10 months ago
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Job Description
Job Title: AIML - ADAS
Group: ADAS/AD
BU : CARIAD Business Unit - India
Location : Whitefield, Bangalore
Experience: 8 to 12 years
About CARIAD (Car, I Am Digital)
CARIAD is an automotive software company that bundles together Volkswagen Groups software competencies and further expands them, building upon a heritage of bringing automotive innovation to everyone. CARIAD is building a unified technology and software platform, including a vehicle OS, vehicle cloud platform and a new unified architecture for all of Volkswagen Group s brands. The brand profile can be found on its website - https://cariad. technology
CARIAD India operates under a brand licensing agreement with Germany-based CARIAD SE. So, here s a chance to innovate and transform automotive mobility!
Youll join a team of 360 skilled experts and developers at CARIAD India and around 6, 000 CARIDIANs globally, who bring with them a wealth of experience and knowledge. The areas of work involve development of platform components such as firmware, boot loaders, AUTOSAR, Linux/QNX BSP, Service oriented architecture-based middleware components.
To explore an exciting & progressive career at CARIAD India:
Visit us at: www. embitel. com
Follow us at LinkedIn: linkedin. com/company/268681/
Job Description:
ML ops skillset:
1. Design and implement cloud solutions, build MLOps on Azure cloud
2. Build CI/CD pipelines and Automation using Github CI, GitHub Actions or similar tools
3. Experience in development of scalable tools for model training and model interference
4. Model: Refactoring and optimization, containerization, deployment, versioning, and monitoring
5. Model testing, validation, and tests automation
6. Worked on Azure cloud for Data Engineering [Data Preprocessing, Data cleaning, Data transformation, Data Injection] and Pipeline
7. Experience in creating visualization for Data and model metrics in cloud environments and linked with CI/CD/CT
AI Skills:
1. Develop machine learning models and AI solutions (Preferred: experience in IN CABIN monitoring function]
2. Experience in Model optimization, Quantization for deploying cloud model in Edge Devices. 3. Experience with QNN APIs
3. Proficiency in Machine Learning Frameworks: Familiarity with frameworks such as TensorFlow, PyTorch, and ONNX
4. Proficiency in programming languages such as Python, C++
5. 8. Work experience in Bazel scripts
6. Work experience in Linux development environment
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Search EngineerEmployement Type: Full timeContact Details:
Company: Embitel TechnologiesLocation(s): Bengaluru+ View Contact
Keyskills: AUTOSAR Automation C++ Machine learning QNX Firmware Middleware Monitoring Automotive Python
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Company Profile:Embitel Technologies (I) Pvt. Ltd. Founded in 2006, Embitel Technologies is known for its cutting edge and innovative solutions based approach. November 2018 witnessed yet another milestone in our more than a decade long journey. The Volkswagen Group joined hands and inve...
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