Natural Language Processing Scientist (NLP)
My client is a niche team of NLP and Automated Speech Recognition experts who work in a research-oriented team utilizing best practices in searching for new alpha in a new R&D trading group.
They work on extremely large, noisy data sets with the task of extracting business-useful information that is helping shape a new dynamic, industry-leading group.
The group is now embarking on an aggressive growth plan looking to hire world-class talent to complement the existing talent within the group.
If you are considering sending an application, make sure to hit the apply button below after reading through the entire description.
The team I am working with is supported by the whole company and applies a variety of machine learning / NLP / ASR techniques to improve the performance of the group and firm, to optimize profits.
Candidates will ideally have a PhD / MSc in Statistics, Machine Learning, Comp Sci, or similar. My client is looking for people who are excellent coders, coding in either C++ or Python and are open to speaking to straight grads post-doc;
however, they have a preference for out of industry candidates who are open-minded in tackling the complex problems of finance and non-finance related research.
All team members will bring their own expertise in any given area and have the chance to increase their knowledge to include all / most of the following techniques with internal training and the knowledge base the wider group has :
- Information Retrieval (Content Recommendation, Search Metrics, Search Query)
- Classification (Neural Net, Logistic Regression, Decision Trees, KNN, etc)
- Regression (Linear, Nonlinear, etc)
- NLP Algorithms (Acoustic Modeling, Document Classification, Statistical Machine Translation)
- Clustering (K-means, Fuzzy C-means, Hierarchical, Mixture Modelling, etc)
- Time-series Modelling / Prediction (AR, ARMA, ARIMA, Exponential Smoothing, etc.)
- Bayesian Modelling (Gaussian processes, MCMC, etc.)
- Hierarchical Modelling
- Statistical Model Development (Hypothesis Testing, Learning, etc.)
- Big Data experience
- High-performance computing
- C++ and Python
This is an industry-leading opportunity with significant investment allocated to make this one of the most profitable, innovative, dynamic, and intellectually diverse teams in the industry.
Company :
Westbourne Quantitative Trading, Technology & Research
Qualifications :
- PhD / MSc Machine Learning, CompSci, Physics or similar
- C++ / Python programming
- Machine Learning / ASR / NLP techniques
- Intellectual Curiosity
Educational level : Master Degree
Master Degree
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