Senior Data Scientist - BLAW

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Bloomberg L.P.
Developer, Modeling, Multimedia, Programming, Python, Research
Full Time
Telecommuting not available Travel not required

Job Description


Job Requisition Number: 63976




The Bloomberg Law (BLAW) division of Bloomberg LP provides best-in-class tools, search and analytics for several Bloomberg products in the areas of Law and Government. Our Machine Learning team is looking for an experienced data scientist to join us and contribute to building innovative legal research products using Natural Language Processing (NLP) and Machine Learning. We extract knowledge from hundreds of millions of legal documents and build intelligent models to enable our customers to get the right answers quickly.




Our data scientists and engineers work closely with product managers, content team members and market strategists. We apply NLP and Machine Learning techniques to text such as entity extraction and disambiguation, text classification and clustering. As a data scientist on our team you will work with other team members on the latest technology and models to optimize our current line of products.


You'll need to have:




  • A B.S, M.S. or PhD. in Computer Science, Electrical Engineering, Applied Mathematics or a related field
  • 3+ years of experience with Machine Learning, Data Science Statistical Models, NLP and Text Analytics on large data sets
  • Experience with techniques such as topic modeling, text classification, entity extraction and disambiguation
  • A solid understanding of machine learning techniques including Support Vector Machines (SVM), Logistic Regression, Decision Trees, Max entropy, Conditional Random Fields (CRF) and Unsupervised Learning Methods
  • 1+ year of experience programming in Python
  • Experience using R, or other data science toolkits, such as Scikit-learn, NLTK, WEKA, Mallet, CLUTO and GENSIM


We'd love to see:




  • Experience in all phases of machine learning application lifecycles from data gathering and preparation to optimizing model performance
  • Publications or presentations in relevant communities (ICML, NIPS, CVPR, SIGIR, ACM Multimedia)
  • Legal or financial domain experience
 

Date: Tue, 19 12 2017 00:00:00 GMT
Department: Software Developer/Engineering


Company Information

Bloomberg is a company dedicated to helping solve complex challenges through insight and information. Our strength quickly and accurately delivering data, news and analytics through technology is at the core of everything we do. With over 19,000 employees in 192 locations, we give influential decision makers in business, finance and government a competitive edge by connecting them to a dynamic network of news, people and ideas. To do so, we need constant energy and innovation which is where you come in. At Bloomberg, you will have the opportunity to take risks and be part of an organization that is entering new markets, launching new ventures and pushing the boundaries. Our ever-expanding technology, data, news and media services afford employees the opportunity to expand skills and connect with smart, driven colleagues from a diversity of backgrounds and ideas. We're looking for dynamic, multi-talented people who have a desire to thrive in a forward-thinking culture and a business with global impact. Are you ready to make your mark? Learn more about our businesses and opportunities at bloomberg.com/careers.
Dice Id : 10432313
Position Id : 63976

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