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Full-time
Remote
Posted 1 day, 1 hour ago
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Job Description
Expert Deep Learning Engineer – End\-to\-End Autonomous Driving
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Job Description
This is a remote position.
We are currently looking for an expert in deep learning for an exciting consulting assignment with the client, a leading company within AI and autonomous driving. In this role, you will work at the forefront of developing next\-generation systems for self\-driving vehicles, with direct impact on safety in real\-world traffic environments.
In this assignment, you will work with end\-to\-end learning for autonomous vehicles, focusing on designing, training, and optimizing spatio\-temporal neural networks. You will work across the entire pipeline — from data processing and model training to integration into production systems.
You will be part of a cross\-functional team consisting of experts in perception, planning, and software development, working together to develop AI models capable of making safety\-critical decisions in real time.
**Responsibilities**
Develop and optimize deep learning models for end\-to\-end driving
Build scalable pipelines for data processing and model training
Experiment with advanced architectures such as transformers and recurrent neural networks
Work closely with other teams to implement and deploy models into real\-world systems
Contribute to the development of production\-ready AI solutions in real\-time environments
Requirements
**Requirements**
Deep expertise in spatio\-temporal neural networks
Strong background in deep learning, software development, and data engineering
Very strong knowledge of Python and experience with TensorFlow or PyTorch
Good understanding of statistics and geometry
Experience working with complex production systems
**Meritorious**
Experience with transformers, RNNs, and multi\-head attention
Experience with autonomous systems or self\-driving vehicles
Experience with real\-time systems and safety\-critical applications
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