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Job Description

Automotive Artificial Intelligence (AAI) GmbH is a cutting-edge technology start-up based in Islamabad, Pakistan and Berlin, Germany.

We offer a virtual 3D platform replicating a realistic city environment that tests the boundaries of autonomous driving software, with the aim to make autonomous driving safer. 

As AI Developer you define AI-based methods to train simulated road users to act close to human beings.

You will apply various types of machine learning approaches from supervised and/or unsupervised learning. A balanced mixture of solid research and industrial background is required to be able to apply cutting-edge methodologies to solve actual development problems. 

Your primary focus will be on applying feature extraction algorithms (e.g. how an aggressively driving car driver will perform a turn), doing statistical analysis (e.g. definition of performance metrics or loss functions), and building an automated training environment for the agents.

Requirements:

  • Select suitable machine learning methodologies
  • Feature extraction on video, LiDAR or Radar data using state-of-the-art methods
  • Define data requirements for videos from third party sources (e.g. labels, accuracy, frame rate, speed, steering angle)
  • Enhance data collection procedures to include information that is relevant for training
  • Process, cleanse, and verify the integrity of data used for analysis
  • Create automated training environment and constant tracking of the training’s performance

Skills and qualifications

  • Excellent understanding of machine learning techniques and algorithms, such as RCNN, GAN, DQN
  • Solid experience with common programming languages like C++, C# and machine learning libraries like TensorFlow, Torch and Nvidia framework Cuda, excellence in at least one in those categories is highly desirable
  • Great communication skills
  • Good applied statistics skills, such as distributions, statistical testing, regression, etc.
  • Good scripting and programming skills
  • To be crazy about accelerating the launch of autonomous vehicles

You will be a part of an international team of experienced and highly motivated computer scientists.

Engage in a positive and creative work environment that offers excellent benefits and flexible schedules.

Job Details

Total Positions:
5 Posts
Job Shift:
First Shift (Day)
Job Type:
Full Time/Permanent
Job Location:
Gender:
No Preference
Minimum Education:
Bachelors
Degree Title:
Computer Science
Career Level:
Experienced Professional
Minimum Experience:
2 Years
Apply Before:
Sep 09, 2018
Posting Date:
Aug 09, 2018
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Automotive Artificial Intelligence GmbH

Information Technology · 51-100 employees - Islamabad

Automotive Artificial Intelligence (AAI) GmbH is a cutting-edge technology start-up based in Islamabad, Pakistan and Berlin, Germany. We offer a virtual 3D platform replicating a realistic city environment that tests the boundaries of autonomous driving software, with the aim to make autonomous dri ...Read More

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