Software Engineer - Machine Learning
Software Engineer - Machine Learning. WHAT TO EXPECT. Working as a Software Engineer in an open, collaborative team, youll research, design, develop and deliver state of the art machine learning solutions. Youll process data in a number of formats, from a variety of sources before verifying its integrity and applying feature engineering techniques. Youll also ensure the high performance of the machine learning solution, by conducting experiments; creating prototype models; and harnessing validation and hyper-parameter tuning. Because of what you do, well be able deliver robust driver assistance features that can be deployed on a large scale around the world. WHAT YOULL NEED. With hands-on experience of implementing machine learning techniques to solve real world problems, youll have strong knowledge of deep learning, convolution networks and image processing, specifically for pattern recognition. Youll know all about supervised, semi-supervised, and unsupervised learning approaches; and youll have previous experience of working with TensorfFlow, Keras, Caffe, or similar. Alongside an understanding of feature selection, cross-validation and hyper-parameter tuning, youll have experience of GPU and parallel algorithm development, feature selection, cross-validation and hyper-parameter running. Youll need experience in common data science toolkits too such as Python, R, NumPy, SciPy, Scikit-learn and Matlab. Experience with MISRA, ++, Python, Automotive SPICE and real time operating systems would also be beneficial. #LI-RO1. This job originally appeared on RecruitIreland.com.
10 days ago