Video Data Scientist / Researcher

TERAKI; Berlin; Vor Ort; EUR 60.000 - 100.000; Vollzeit

Zusammenfassung

An innovative tech-driven company in Berlin is seeking a Video AI Researcher to join their dynamic R&D team. This role offers a unique opportunity to work on cutting-edge automotive video technology, shaping products that leverage deep learning and image processing. You will collaborate closely with software engineers, developing algorithms that meet automotive specifications while addressing the challenges of data in connected vehicles. Join this vibrant startup environment to contribute to the IoT revolution and advance your technical expertise in machine learning and embedded design.

Leistungen

Opportunity to work on cutting-edge research

Collaborate with top-class international companies

Vibrant startup environment

Insights sharing within an international team

Qualifikationen

• Master's degree or PhD in a relevant field.
• Professional experience in machine learning-driven image and video applications.

Aufgaben

• Developing new image and video processing algorithms.
• Benchmarking performance of algorithms on low-power devices.
• Collaborating with software developers to integrate code.

Kenntnisse

Machine Learning

Computer Vision

Python

C++

Image Processing

Deep Learning

Linear Algebra

Embedded Systems

FPGA

GPU-based Implementation

Ausbildung

Master's degree in Mathematics

PhD in Computer Science

Jobbeschreibung

Teraki is a Berlin based tech driven company enabling AI to be fully scalable to novel automotive applications. We stand for innovation in the rapidly developing connected car, self-driving and 3D mapping world. Teraki provides the data reduction and data processing solution for Automotive (IoT) applications and enables the launch of new applications by reducing costs. We help our customers on the challenges that are posed by the exploding amounts of data in connected cars for all sensor, video and 3D mapping data.

To accelerate the development of TERAKI's automotive video technology, we are expanding our research team with a Video AI Researcher position. We are looking for a Machine Learning expert with a strong background in Computer Vision and algorithm development.

In this role, you will have a direct impact on shaping TERAKI's image and video product for automotive applications. You will perform research on new deep learning and image processing technologies and create working prototypes. You will also work in close collaboration with software engineers to develop efficient embedded implementations of your ideas.

Your Responsibilities

• Becoming a member of a vibrant R&D team of researchers and data scientists
• Developing new image and video processing algorithms based on automotive customer specifications
• Benchmarking performance of existing algorithms on low-power devices
• Developing code into the core product, in close collaboration with our software developers and data scientists

Requirements

• Master's degree or PhD, preferably in mathematics, computer science, physics, engineering or a similar field.
• Demonstrated professional experience in machine learning-driven image and video applications.
• Strong Python programming skills and solid knowledge of C++ are required.
• Deep understanding of mathematics, in particular of linear algebra.
• Demonstrated knowledge of image processing and deep learning.
• Experience with image and video compression is a huge plus.
• It is a bonus if you are experienced in Embedded System, FPGA, OpenCL, GPU-based implementation and parallelization.
• Experience working in automotive industry is a plus.
• Fluency in English (written and spoken) is necessary.

What we offer

• A unique opportunity to actively contribute to the IoT revolution and the emerging of novel data driven automotive platforms
• To increase your technical know-how in current very hot topics in autonomous driving development : Algorithmic methods in Machine Learning, Embedded Design
• To work on cutting-edge research with immediate industrial applications
• To work closely with top class European, US and Asian companies in Automotive and leading the pace in autonomous driving and novel connected car applications
• To work in a vibrant startup environment and share insights within an international team positioned between Berlin and the Bay Area