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Position: NLP Data Scientist
Institution: Placement through Fenchurch Associates
Location: United Kingdom
Duties: We are looking for a Data Scientist to help us improve our NLP products and create new applications. Your responsibilities will include transforming natural language data into useful features using NLP techniques to feed classification/regression algorithms. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques. Any experience developing models with deep learning approaches (RNN/CNN) would be of great value
Requirements: Advanced Degree in Computer Science, Mathematics, Computational Linguistics; or similar field; Proven 3-4 years experience as an NLP DS/Engineer or similar role; Experience with deep learning approaches such as RNN/CNN for text; applications; Deep understanding of text representation techniques (such as n-grams, bag of; words, word embeddings, sentiment analysis & language models); Strong visualisation and charting experience using commercial tools such as; Tableau and open source libraries such as Plotly/Dash; Strong knowledge of programming/scripting/querying languages: Python, SQL; and shell scripts
   
Text: We are looking for a Data Scientist to help us improve our NLP products and create new applications. Your responsibilities will include transforming natural language data into useful features using NLP techniques to feed classification/regression algorithms. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques. Any experience developing models with deep learning approaches (RNN/CNN) would be of great value. ● We develop data products powered by machine learning. You need to be strong in design, coding and scripting ● We prioritise real world industry experience, but advanced degrees are a bonus ● We have massive scale. You need to have experience in distributed, scalable systems. Our data sits in Big Query and we use Google Cloud Platform as our cloud infrastructure ● We are a growing, diverse team and we work together across multiple locations.We love to collaborate/help each other and we want someone to share that ideology Requirements Technical skills required: ● Advanced Degree in Computer Science, Mathematics, Computational Linguistics or similar field ● Proven 3-4 years experience as an NLP DS/Engineer or similar role ● Experience with deep learning approaches such as RNN/CNN for text applications ● Deep understanding of text representation techniques (such as n-grams, bag of words, word embeddings,sentiment analysis & language models) ● Strong visualisation and charting experience using commercial tools such as Tableau and open source libraries such as Plotly/Dash ● Strong knowledge of programming/scripting/querying languages: Python, SQL and shell scripts ● Ability to effectively design software architecture for model deployment and ability to write robust and testable code ● Experience with deep machine learning frameworks (like Keras or PyTorch) and standard ML libraries (like scikit-learn) ● Strong communication skills ● An analytical mind with problem-solving abilities Benefits Great package
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