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Bloomberg London, UK
You're the type of person who loves unstructured data. You have probably run projects at university or for yourself with data scraped from the web or a social media platform. You are passionate about natural language processing and have practiced applying some of the main NLP methodologies for yourself. You are a fast learner and are excited by the challenge of working in a stripped down Linux environment with access to state-of-the-art computing resources. A key aspect of our work as part of Bloomberg's Global Data department is finding, extracting, and understanding the data in financial documents. To aid this process we develop machine-learning algorithms to classify financial documents or extract key pieces of information our clients are interested in. We use state of the art big data and machine learning technologies such as Spark, GPU clusters and machine learning libraries like scikit-learn and tensorflow in our work. You will develop algorithms in this technology stack that add meaningful value for our clients. Example projects could include the full range of NLP problems from classification, to named entity extraction, to sentiment analysis. We will expect you to take the lead on your work and collaborate with stakeholders to find opportunities for the application of NLP in our business. We will trust you to:  Take ownership of your projects under the guidance of your mentor  Come up with innovative applications of NLP in our business  Liaise with internal stakeholders  Write production code  Expand on our existing classification and data-point extraction solutions You'll need to:  Be comfortable working in a bare bones Linux environment  Be able to write python to a high standard (we will consider people who can write Java, C++, or R as well)  Be studying for a degree where you study machine learning, stats or NLP  Have availability to commit to the entire 4 to 6 month work placement, ideally starting before June 2019  Have availability to start a full-time position after the work placement It would be great if you had:  Experience using Spark  Experience of GPU computing  Experience of developing neural networks Does this sound like you? Apply if you think we're a good match. We'll get in touch to let you know what the next steps are! We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, colour, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. Bloomberg is a disability inclusive employer. Please let us know if you require any reasonable adjustments to be made for the recruitment process. If you would prefer to discuss this confidentially, please email Alternatively, you can get support from our disability partner EmployAbility, please contact +44 7852 764 684 or
01 Apr, 2019