The Role
As Data Scientist / Deep Learning Engineer in the VI Core Team, you will contribute to a largely self-sufficient team that develops, delivers, runs, maintains and evolves innovative machine learning powered services that provide significant value to Solera’s customers.
What You’ll Do
As Data Scientist / Deep Learning Engineer in the VI Core Team, you will contribute to a largely self-sufficient team that develops, delivers, runs, maintains and evolves innovative machine learning powered services that provide significant value to Solera’s customers.
What You’ll Bring
Degree in a quantitative discipline
Deep understanding of and proven ability to apply data science and machine learning concepts such as deep learning, CNN (in particular computer vision), instance segmentation, boosting, hypothesis testing, statistical analysis, NLP, transformers, predictive modelling, time series
Demonstrated proficiency in Python and the Python data science ecosystem (SciPy, NumPy, pandas, seaborn, Matplotlib, Dask, …). Additional proficiency in second language would be a plus
Experience with image augmentation and preprocessing techniques using PIL, OpenCV and albumentations
Proficiency in either PyTorch or TensorFlow
Familiarity with any of the following would be a plus: Google Cloud Platform
Kubernetes
concepts such as homography transformations, attention mechanisms, photogrammetry
Soft Skills
Proficiency in the English language (written and verbal) to be able to be successful with a globally distributed team and stakeholders
Demonstrated capacity to clearly and concisely communicate about complex technical, architectural, and/or organisational problems and to propose wholistic, iterative solutions
Demonstrated ability to autonomously work to understand a problem and its boundaries, conceptualise the most promising solutions, consult and build consensus with relevant peers and drive delivery while providing relevant and concise updates to stakeholders
Demonstrated ability to collaborate, hold yourself and others accountable, contribute to the advancement of the team on multiple levels and outside of primary responsibilities if necessary
Strong tendency towards communication, transparency and inclusion
Interest to shape the culture and practices of the team and commitment to continuous improvement of the team.
Fuente: solera.wd5.myworkdayjobs.com
Jornada completa, 100% remoto.
Solo para personas ubicadas en
España.