(Senior) Data Scientist / Researcher

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

Zusammenfassung

An innovative tech-driven company in Berlin is seeking a passionate Data Scientist/Researcher to join their vibrant R&D team. This role offers the unique opportunity to contribute to groundbreaking advancements in the automotive sector, focusing on machine learning and computer vision. You'll be at the forefront of developing algorithms and prototypes that enhance data processing and reduce costs in connected car applications. Collaborating closely with top engineers, you will help shape the future of autonomous driving technology. If you are eager to make a significant impact in a fast-paced startup environment, this position is perfect for you.

Leistungen

Opportunity to contribute to IoT revolution

Increase technical know-how in autonomous driving

Work on cutting-edge research

Collaboration with international companies

Vibrant startup environment

Qualifikationen

• Master's or PhD in mathematics, computer science, physics, or engineering.
• Professional experience in machine learning applications.
• Strong skills in Python and knowledge of C++.

Aufgaben

• Develop pipelines for advanced neuromorphic vision systems.
• Create algorithms for processing event-based cameras.
• Collaborate with software engineers for efficient implementations.

Kenntnisse

Machine Learning

Computer Vision

Python

C++

Mathematics

Image Processing

Deep Learning

Event-based Cameras

Spiking Neural Networks

Embedded Systems

Ausbildung

Master's degree

PhD

Tools

FPGA

OpenCL

GPU-based Implementation

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 technology, we are expanding our research team with a Data Scientist / 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 stack for train applications. You will perform research on new deep learning and processing technologies and create working prototypes. You will also work in close collaboration with software engineers to develop efficient embedded implementations of your ideas.

To learn more about the project, please go through the links below :

Your Responsibilities

• Becoming a member of a vibrant R&D team of researchers and data scientists
• Developing pipelines related to advanced neuromorphic vision system
• Developing filters related to event-based cameras for noise reduction
• Fusing and correcting data for self-motion and vibration effects
• Developing algorithms for processing of event-based cameras

Requirements

• Master's degree or PhD, preferably in mathematics, computer science, physics, engineering or a similar field.
• Demonstrated professional experience in machine learning-driven applications.
• Strong Python programming skills and solid knowledge of C++ are required.
• Deep understanding of mathematics, in particular of linear algebra.
• Experience in image processing and deep learning is a huge plus.
• Experience with event-based cameras is a huge plus.
• Experience with spiking neural networks is a huge plus.
• It is a bonus if you are experienced in Embedded System, FPGA, OpenCL, GPU-based implementation and parallelization.
• 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