Data Scientist

Bangalore

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UiPath
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Posted 2 weeks ago

UiPath is the fastest-growing enterprise software company in history. Our team grew to over 2,900 employees today, across 53 offices in 25 countries... In just a few years.Our culture is embedded into our DNA, guiding us every step of the way. We’re fast, immersed, humble and bold.  And that’s not just words on the walls.Eliminating time-consuming tasks means people get to do more of what they love. It’s an inspiring, high stakes challenge that motivates us, and this common passion bonds UiPath employees globally. We all strive every day to be better and to accelerate human achievement. We make robots, but we hire people. Would you like to be part of this journey?

Here's what you would be doing at UiPath:

  • Build, Improve and extend Computer vision & NLP capabilities research and evaluate new/different approaches to business problems. Help team to build powerful and scalable model along with infrastructure to take these models from experimentation to production.  
  • Use machine learning & deep learning techniques to create new, scalable solutions for business problems. 
  • Develop NLP & computer vision-based tools and technologies for acquiring, parsing, interpreting and visualizing unstructured data 
  • Running regular A/B tests and perform statistical analysis, draw research-based conclusions to optimize  
  • Analyze and extract relevant information from large amounts data to help in automating the solutions and optimizing key processes. 
  • Help team in building large scale continual/online learning system. 
  • Help team to build experimentation to production pipeline. 
  • Stay current with the latest research and technology and communicate your knowledge throughout the enterprise 
  • Come up with patentable ideas which provides us competitive advantage.   

This is what you’ll bring to our team:

  • Post Graduate / Graduate in computer science or a related field. 
  • Overall 8+ years of experience in IT industry with 2-4 years working on Machine Learning & Statistics projects. 
  • Experience working with Machine Learning pipeline - data ingestion, feature engineering, modelling, predicting, explaining, deploying and diagnosing ML models. 
  • Strong knowledge and 3-5 years of hands on experience with Java, Python, R, C / C++ or similar scripting languages and general software development skills (source code management, debugging, testing, deployment, etc.) 
  • Experience with one or more open-source NLP toolkits such as CoreNLP, OpenNLP, NLTK, gensim, LingPipe, Mallet, etc. 
  • Experience with one or more Deep Learning frameworks like TensorFlow, PyTorch, CNTK, Caffe, Keras, DeepLearning4J etc.  
  • Experience building Neural Networks for object detection/recognition, landmark detection, image classification, image segmentation, image search & Text analysis. 
  • Experience with continuous learning & transfer learning. 
  • Experience with big data frameworks like Hadoop, Spark & Kafka.  
  • Familiarity with large data sets, cloud-based development and deployment, open source practices and frameworks and experience in putting intelligent applications in production. 
  • Publications in top conferences such as NIPS, CVPR, ICLR, ICML 
Life at UiPath like a lot of startups, can sometimes feel like a roller coaster. It comes with changes and challenges, but also with the opportunity to shape how work is done, to have great impact and learn a great deal.  At UiPath, we value a range of diverse backgrounds experiences and ideas. We pride ourselves on our diversity and inclusive workplace that provides equal opportunities to all persons regardless of age, race, color, religion, sex, sexual orientation, gender identity and expression, national origin, disability, military and/or veteran status, or any other protected classes.
UiPath is committed to working with and providing reasonable accommodation to individuals with disabilities. If you have a medical condition or disability which inhibits your ability to complete any part of the application process, and are in need of a reasonable accommodation to complete the process, please contact us @ TALeaders@uipath.com and let us know how we may assist you.
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Job tags: Big Data Computer Vision Deep Learning Engineering Hadoop Java Kafka Keras Machine Learning ML NLP NLTK Open Source Python PyTorch R Research Spark TensorFlow