Position: Computer Vision/ Data Scientist for Automotive project
Company: GlobalLogic
Experience required: 2y
Category: Data Science
English level: intermediate
Published: 2020-11-01T00:00:00+02:00

**Requirements**

- Data engineering/science (including tools such as databases, processing pipelines etc.)
- Software development (mostly Python but C++ is good)
- Computer vision (deep learning would be a plus)
- Image syncretization/Computer graphics
- Traffic sign recognition/Object detection

**Preferences**

Agile, Image Processing, Object detection, C++, Deep Learning

**Responsibilities**

We are looking for a data engineer with a solid Python background, who will be a part of a client’s team working on Traffic Signs Recognition (TSR). The team is responsible for the whole pipeline from data management to training neural networks and finally embedded execution of the component(s), but the main challenge for the TSR task is to amass the data that is needed.

The focus for this posotion is on building the datasets:
- Creation of a traffic sing index with icons and/or samples of different variations of traffic signs across the world.
- Use map to identify data which is likely to contain a certain variation of a sign.
- Use existing neural network(s) to identify data which is likely to contain an appropriate sample of a sign.
- Use map to identify locations that are likely to contain a certain variation of a sign and ensure that data collection occurs there.
- Generate synthetic data to speedup networks training.
- Work on alternative annotation methods (patch annotation, pre-, or semi-automatic annotation) to speed up and simplify annotation process.
- Ensure quality of annotations using manual as well as automated methods.
- Enable external data to be used by adapting raw data and/or annotations.

We Offer

Exciting Projects: Come take your place at the forefront of digital transformation! With clients across all industries and sectors, we offer an opportunity to participate in creating market-defining products using the latest technologies.

Collaborative Environment: Expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment — or even abroad in one of our global centers or client facilities!

Work-Life Balance: GlobalLogic prioritizes work-life balance, which is why we offer flexible opportunities and options.

Professional Development: Our dedicated Learning & Development team regularly organizes certification and technical / soft skill training to help you realize your professional goals.

Excellent Benefits: We provide our consultants with competitive compensation and benefits

Fun Perks: We want you to love where you work, which is why we host sports classes, cultural, social and team building activities such as sports competitions and end-of-year corporate parties. Our vibrant offices also include dedicated GL Zones and rooftop decks where you can drink coffee or tea with your colleagues over a game of table football or darts!

About GlobalLogic

GlobalLogic is a full-lifecycle product development services leader that combines chip-to-cloud software engineering expertise and vertical industry experience to help our customers design, build, and deliver their next-generation products and digital experiences. We expertly integrate design, complex engineering, and agile delivery capabilities to deliver superior business outcomes for global brands in telecom, automotive, healthcare, technology, media and entertainment, manufacturing, and semiconductor industries.

Headquartered in Silicon Valley, GlobalLogic unites over 16,000 designers and engineers across the globe. Analysts like NASSCOM and Zinnov have recognized us for being a top company in our field, and we are consistently nominated as a preferred company by both global HR consulting firms and local boards. By creating an environment that is exciting and flexible, and by fostering growth through ongoing learning and development programs, we empower our consultants to achieve both their professional and personal goals.

At GlobalLogic, we make amazing products — and careers.