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Text Analyst

Text Analyst

Job Title: Text Analyst
Contract Type: Contract
Location: England
Industry:
Salary: £450 - £475 per day
Start Date: 12/07/21
Reference: BBBH17134_1624011137
Contact Name: Lauren Byrne
Contact Email: lauren@electusrecruitment.co.uk
Job Published: June 18, 2021 11:12

Job Description

Our client is looking for a Text Analyst to join their team for a 5-month contract. This will be a remote based role. Current SC clearance is highly desirable for this position.


Overall Purpose:
This role will support the ongoing development of a team and applications to analyse text data associated with health and safety incidents and investigations.


Key Responsibilities:
*Designing and developing and refining existing NLP applications
*Using effective text representation techniques and classification algorithms
*Training and evaluating models
*Supporting an overall strategy to converge on text mining tools and approaches within the business.
*Working closely with programme leads and stakeholders to ensure that approaches are sensible, and outputs are in line with end user expectations.


Essential Skills and Experience:
*Python
*Use of the following text analysis libraries: spaCy, nltk, transformers, AllenNLP
*use of the machine learning library Scikit-Learn library and deep-learning libraries such as pytorch, Und tensorflow/keras
*Interfacing with SQL databases


Other essential coding skills:
*Use of version control systems
*Writing unit tests
*Code documentation


Other desirable coding skills
*Text extraction from a range of document formats
*Experience with non-relational databases
*API development & documentation
*Web-development using e.g. node.js or flask
*Web scraping using e.g. Beautiful Soup and Scrapy


NLP/TM experience:
*Using and fine tuning/training transformer models such as BERT for a variety of NLP tasks, including entity classification, document classification, document summarization, question answering
*Developing systems for information retrieval, using methods for relevance ranking
*Generating and using annotated data for training NLP models
*Application of a variety of machine learning algorithms for tasks such as document clustering
*Using OpenIE libraries for entity and relation extraction (e.g. for use in a knowledge graph)
*Normalisation of entities and coreference resolution
*Using appropriate NLP performance metrics to assess and improve algorithm performance


An understanding of:
*A range of supervision/learning techniques
*Knowledge graphs
*Graph embeddings
*Entity linkage to external knowledge bases


Other Information
Contract role
Duration: 5 months
Inside IR35

Electus Recruitment Solutions provides specialist engineering and technical recruitment solutions to a number of high technology industries. We thank you for your interest in this vacancy. If you don't hear from us within 7 working days please presume your application has been unsuccessful on this occasion. You are of course free to resubmit your CV/details in the future and we shall assess your suitability at that time.

Keywords: text analyst, text analysis, version control systems, code documentation, Scikit-Learn library, pytorch, Und tensorflow/keras

Electus Recruitment Ltd is acting as an Employment Business in relation to this vacancy.

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