Academic Internship - Deep Learning, Synthetic Data
Braga, Portugal
Applications have closed
Bosch Group
Moving stories and inspiring interviews. Experience the meaning of "invented for life" by Bosch completely new. Visit our international website.Company Description
At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference.
The company' success lies in its highly specialized and innovative team, and on the technological know-how which makes Bosch the leading supplier in the automotive market.
Bosch is becoming one of the world's leading companies in the field of the Internet of Things (IoT). At the Bosch Research & Development Center in Braga, more than 350 engineers develop car multimedia solutions and the most innovative localization, perception and safety sensors that are helping to shape connected and autonomous mobility. From hardware to software to physics, we have all kinds of opportunities waiting for you.
Job Description
Autonomous driving Deep Learning perception algorithms benefit from accurate 3d point cloud data/labels.
Your contribution to something big:
- Setup a framework to generate labeled data from simulated scenes with parametrized properties (e.g. day/night, weather conditions, sensor properties/noise, corner situations...);
- Compare performance of DL models trained on simulated data, with ones trained exclusively on real data;
- Investigate performance drop and approaches mitigate to sim2real gap (e.g. fine-tuning on real data, synthetic data augmentation...);
- Investigate scaling of performance on real data wrt. to amount/percentage of simulated data.
Qualifications
What distinguishes you:
- Enrolled in a Masters program in Computer Science, Robotics, Physics, or a similar technical field of study;
- Solid C++ and/or Python programming skills;
- Experience in at least one of the following domains: machine learning, robotics, computer vision, LiDAR, Radar;
- Familiarity with deep learning frameworks (e.g. Tensorflow/PyTorch) is a plus;
- Good level of English (spoken and written);
- Sense of Team Work.
Additional Information
What we offer you:
- Remote friendly, hybrid working system;
- Challenging projects;
- Measurable goals with structured feedback strategies;
- Private health insurance;
- Mental health and wellness support;
- Employee discounts in 300+ companies;
- Sports and health activities;
- Relocation support in case you change city or country to join us;
- Free bus to commute between Braga and Porto;
- Continuous career opportunities and personal development in our growing organization;
- Opportunity to influence direction and help shape our business;
- Knowledge sharing sessions within the team, project, and organization;
- Yearly personal development allowance for training;
- Access to online courses (e.g. Coursera, LinkedIn Learning);
- Knowledgeable colleagues who like to share their experience;
- Space for creativity, with the link to recurrent innovation projects;
- Work in an international context with colleagues all over the world.
Success stories don´t just happen. They are made...
Make it happen. We are looking forward to your application!
Tags: Autonomous Driving Computer Science Computer Vision Deep Learning Lidar Machine Learning Physics Python PyTorch Radar R&D Research Robotics Spark TensorFlow
Perks/benefits: Career development Health care Relocation support Wellness
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Marketing Data Analyst jobs
- Open MLOps Engineer jobs
- Open Junior Data Scientist jobs
- Open AI Engineer jobs
- Open Data Engineer II jobs
- Open Senior Data Architect jobs
- Open Sr Data Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Analytics Engineer jobs
- Open Power BI Developer jobs
- Open Manager, Data Engineering jobs
- Open Product Data Analyst jobs
- Open Principal Data Engineer jobs
- Open Business Data Analyst jobs
- Open Data Quality Analyst jobs
- Open Data Manager jobs
- Open Sr. Data Scientist jobs
- Open Data Scientist II jobs
- Open Big Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Data Analyst Intern jobs
- Open Principal Data Scientist jobs
- Open ETL Developer jobs
- Open Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open Business Intelligence-related jobs
- Open Data quality-related jobs
- Open Privacy-related jobs
- Open Data management-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open APIs-related jobs
- Open PyTorch-related jobs
- Open PhD-related jobs
- Open Consulting-related jobs
- Open TensorFlow-related jobs
- Open Snowflake-related jobs
- Open NLP-related jobs
- Open Data warehouse-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open Databricks-related jobs
- Open LLMs-related jobs
- Open DevOps-related jobs
- Open Kubernetes-related jobs