Data Scientist II (ML image detection/ classification)
HERE Technologies
Mumbai, Maharashtra
Permanent
Full-time
23 days ago
What's the role HERE Is Searching For a Data Scientist (AI/ML) For Our Foundation Engineering Team. Within Foundation Engineering You Would Be Part Of Street Level Imagery (SLI) Dashcam Extraction Team, a Data Scientist (AI/ML) Development or invention of new frameworks/ solutions for Feature extraction or detection of SLI images in the domain of AIML. Focus on machine learnin model development including full development cycle: Dataset preparation (with Labeling team), model architecture, model training, model evaluation and model deployment. Work on multidisciplinary teams of data engineers, software engineers, data scientists, and business subject-matter experts to deliver complex projects on time and within budgets. Support team to design experiments and stay up to date with industry inventions in AIML(esp Computer Vision), Location Intelligence , distributed computing LiDAR and Drone processing, 3D modelling , AR/VR Identify relevant research papers in above mentioned tech domains and enable team to design solutions for the same Improving the innovation index of HERE, by getting research papers published in NeurIPS, IEEE, and awarded recognition in international forums like CES, Stevie ,etc Who are you Bachelor's Degree in Engineering Or Master's degree Or Phd program n Data Science, Machine Learning, Computer Science, Computational Linguistics, Statistics, Mathematics, Engineering, Physics, or relevant experience of 2 to 4 years. Understanding of statistical analysis of data and mathematical modeling Experience developing and testing machine learning or statistical projects, with strong background in supervised, unsupervised, semi-supervised and reinforcement learning algorithms and modelling. Strong background in Computer Vision including image/video processing, object detection, classification, and tracking. Knowledge and experience on using deep learning tools (e.g. TensorFlow, MXNet, PyTorch, etc.) for image/video analytics Proficiency in Python (e.g., pandas, scikit-learn, bokeh, matplotlib, NumPy) Ability to handle large datasets and images using Scala, Hadoop, Pyspark What You'll Get Challenging problems to solve Opportunities to learn cool new things Work that makes a difference in the world Freedom to decide how to perform your work Variety in the types of projects Feedback so you will know how well you are doing Collaborative, Supportive Colleagues. HERE is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, age, gender identity, sexual orientation, marital status, parental status, religion, sex, national origin, disability, veteran status, and other legally protected characteristics. Make HERE your destination, we are just getting started! Apply now! Who are we HERE Technologies is a location data and technology platform company. We empower our customers to achieve better outcomes - from helping a city manage its infrastructure or a business optimize its assets to guiding drivers to their destination safely. At HERE we take it upon ourselves to be the change we wish to see. We create solutions that fuel innovation, provide opportunity and foster inclusion to improve people's lives. If you are inspired by an open world and driven to create positive change, join us. Learn more about us on our YouTube Channel.
