AP
Hi, All, we are looking for a special AI Engineer for Huawei Russia
AI Engineer (Computer Vision, Deep Learning, Image&Video processing, AR/VR)
Senior ML engineer/ Middle ML Engineer
Task description:
✅ Develop innovative AI algorithms for mobile devices for all scenarios in mobile, which include technologies for computer vision and sensor intelligence
✅ Design and implement machine learning and engineered techniques to solve performance issues of computer vision and sensor
intelligence
✅ Investigate the industry and academic technology trends on computing photography, sensor intelligence, and machine Learning technologies
✅ Investigate design approaches, prototype new technology, and evaluate technical feasibility
✅ Data mining using state-of-art methods
✅ Mandatory requirements:
✅ Master in Applied Statistics, Applied Mathematics, Computer Science, or another quantitative discipline
✅ 3+ years’ experience in machine-learning-related development
✅ Proficient experience in Supervised/Unsupervised, understanding of Reinforcement Learning
✅ Basic understanding of End-to-End Learning, Transfer Learning, Federated Learning
✅ Solid understanding of Pattern Recognition, Anomaly Detection, Image/Video/Signals processing (classification, segmentation, captioning, in-painting, generation, etc.)
✅ Excellent understanding overfitting /underfitting problem, Deep NN vs Shallow NN
✅ Experience with common data scientist toolkits: PyData stack, Tensorflow, Keras, PyTorch, Caffe, Caffe2, CUDA, etc.
✅ Proficiency in Linear Algebra, Mathematics, Probability Theory, and Statistics
✅ Excellent understanding of classical ML algorithms (k-Means, Naive Bayes, SVM, Decision Tree, SVM, Ensemble methods, etc.) and
modern approaches
✅ Experience with CNN, RNN, GAN, Autoencoders, (G)ARCH, etc.
✅ Experience in NN compression/quantization/acceleration
✅ Experience in data set preparation (normalization, labeling, consistency, dimension reduction, etc.)
✅ Ability to postulate and verify a hypothesis regarding data set
✅ Good knowledge of Python
✅ Basic knowledge of C/C++, Java
✅ English speaking/writing at Intermediate level
✅ Good communication and presentation skills
✅ Full-time employment
✅ Readiness for US, European. and China short-term travels
How to stand out:
✅ PhD in AI, Computer Vision, Image/Video Processing, Physics, Mathematics, or another quantitative discipline
✅ Experience with Sequence Model or other ML related tasks
✅ Awards in completion on Computer Vision, Machine Learning algorithms, Programming, etc
✅ Experience in development of sensor intelligence
✅ Fluency in English C1+ (IELTS, TOEFL, etc)
✅ Advanced experience of C/C++/Java SW development
✅ Experience with openCV library
✅ If you are enthusiastic to work with us, with a very high level of technical innovation, being part of a multicultural team and growing environment,
✅ feel free to contact us. Driving future technologies with focus on customer satisfaction is our missions.
Lets build a future of AI and AR/VR in Huawei. Join US
For CVs: Anna.perova@huawei.com
@borgesline
AI Engineer (Computer Vision, Deep Learning, Image&Video processing, AR/VR)
Senior ML engineer/ Middle ML Engineer
Task description:
✅ Develop innovative AI algorithms for mobile devices for all scenarios in mobile, which include technologies for computer vision and sensor intelligence
✅ Design and implement machine learning and engineered techniques to solve performance issues of computer vision and sensor
intelligence
✅ Investigate the industry and academic technology trends on computing photography, sensor intelligence, and machine Learning technologies
✅ Investigate design approaches, prototype new technology, and evaluate technical feasibility
✅ Data mining using state-of-art methods
✅ Mandatory requirements:
✅ Master in Applied Statistics, Applied Mathematics, Computer Science, or another quantitative discipline
✅ 3+ years’ experience in machine-learning-related development
✅ Proficient experience in Supervised/Unsupervised, understanding of Reinforcement Learning
✅ Basic understanding of End-to-End Learning, Transfer Learning, Federated Learning
✅ Solid understanding of Pattern Recognition, Anomaly Detection, Image/Video/Signals processing (classification, segmentation, captioning, in-painting, generation, etc.)
✅ Excellent understanding overfitting /underfitting problem, Deep NN vs Shallow NN
✅ Experience with common data scientist toolkits: PyData stack, Tensorflow, Keras, PyTorch, Caffe, Caffe2, CUDA, etc.
✅ Proficiency in Linear Algebra, Mathematics, Probability Theory, and Statistics
✅ Excellent understanding of classical ML algorithms (k-Means, Naive Bayes, SVM, Decision Tree, SVM, Ensemble methods, etc.) and
modern approaches
✅ Experience with CNN, RNN, GAN, Autoencoders, (G)ARCH, etc.
✅ Experience in NN compression/quantization/acceleration
✅ Experience in data set preparation (normalization, labeling, consistency, dimension reduction, etc.)
✅ Ability to postulate and verify a hypothesis regarding data set
✅ Good knowledge of Python
✅ Basic knowledge of C/C++, Java
✅ English speaking/writing at Intermediate level
✅ Good communication and presentation skills
✅ Full-time employment
✅ Readiness for US, European. and China short-term travels
How to stand out:
✅ PhD in AI, Computer Vision, Image/Video Processing, Physics, Mathematics, or another quantitative discipline
✅ Experience with Sequence Model or other ML related tasks
✅ Awards in completion on Computer Vision, Machine Learning algorithms, Programming, etc
✅ Experience in development of sensor intelligence
✅ Fluency in English C1+ (IELTS, TOEFL, etc)
✅ Advanced experience of C/C++/Java SW development
✅ Experience with openCV library
✅ If you are enthusiastic to work with us, with a very high level of technical innovation, being part of a multicultural team and growing environment,
✅ feel free to contact us. Driving future technologies with focus on customer satisfaction is our missions.
Lets build a future of AI and AR/VR in Huawei. Join US
For CVs: Anna.perova@huawei.com
@borgesline
