Machine Learning Research Scientist - Pattern Recognition
: $101,140.00 - $200,310.00 /year *
: Scientific Research
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Machine Learning Research Scientist - Pattern Recognition We ingests more than 1.5 million news stories per day from more than 120,000 different sources to help our clients stay in the know. This data would be unmanageable without our help. News stories move markets. We build machines that understand them.
With the ever-increasing amount of data being generated, our clients need ever more sophisticated ways of extracting signal from noise. The Pattern Recognition team in the Machine Learning group is responsible for building a wide variety of analytics and recommendation systems to surface insights (e.g., identify market moving news stories, create new events that are relevant to users, provide personalized recommendations of events to users, etc.) to increase our client's productivity. We are looking for research scientists with experience running a machine learning project from inception to completion, and specifically with a background and interest in one or more of the following areas: State of the art deep learning (e.g., hyper-parameter tuning, sequence-to-sequence methods, word/entity embeddings, CNNs, etc.) Model evaluation Feature engineering Big data experience Familiarly with time series analytics We'll trust you to: Drive projects as the principle point-of-contact, with the ability to determine and elaborate on suitable metrics as well as methods Write, test, and maintain production-quality code (mainly C++) Publish papers and attend conferences in leading venues representing our Research You'll need to have: Strong computer science fundamentals (algorithms, data structures) A track record of relevant research Solid background in machine learning and/or statistics, publication history Experience with a deep learning framework (e.g., TensorFlow, PyTorch, Keras, CNTK, etc.) is helpful Experience with NLP is also very useful Associated topics: business analysis, business analyst, business intelligence, business systems analyst, consult, crm, information technology consultant, marketing, sales, sap
* The salary listed in the header is an estimate based on salary data for similar jobs in the same area. Salary or compensation data found in the job description is accurate.