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Research Associate

NLP PEOPLE

City of Edinburgh

On-site

GBP 31,000 - 38,000

Full time

30+ days ago

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Job summary

An established industry player is seeking a Research Associate to join their Statistical Machine Translation group. This exciting role involves collaborating with EU project partners to develop innovative translation infrastructures. You will leverage cutting-edge neural network techniques to enhance machine translation systems. This position offers the opportunity to engage in impactful research while working in a dynamic environment. If you are passionate about artificial intelligence and looking to make a significant contribution to the field, this role could be the perfect fit for you.

Qualifications

  • PhD or near completion in Computer Science or related field required.
  • Strong background in statistical machine translation and machine learning.

Responsibilities

  • Develop and apply neural network language models for translation.
  • Contribute to research and innovation projects in machine translation.

Skills

Statistical Machine Translation
Machine Learning
Natural Language Processing
C++ Programming
Neural Network Models

Education

PhD in Computer Science
Equivalent Experience

Tools

Moses Toolkit

Job description

Research Associate
Vacancy Ref: 033241
Closing Date: 02-Jun-2015
Contact Person: Jenny Chard
Contact Number: 0131 650 9006
Contact Email:

The School of Informatics, University of Edinburgh, invites applications for a Research Associate position within the Statistical Machine Translation group. This position is full-time and fixed term, but with the possibility of extension. The position advertised will cover work relating to a combination of research and innovation projects.

The successful candidate will be expected to work closely with project partners across the EU to develop, integrate and adapt the latest research in Statistical Machine Translation to fulfil project obligations. A significant part of the work will be developing and applying neural network language models and translation models, in order to leverage their ability to deliver compact, state-of-the-art models.

The post is available from 15th June 2015 for 12 months (with the possibility of extension).

Grade: UE07 (£31,342 – £37,394)

Job Details

Job title: Research Associate
School: School of Informatics
Line manager: Principal Investigator

Job Purpose

The successful candidate will be expected to work on both an EU H2020 innovation action, and on a research collaboration with an industrial partner. The innovation action is MMT (Modern Machine Translation). The goal of MMT is to deliver a large-scale commercial translation infrastructure based on a new open-source distributed MT architecture. The collaboration with an industry partner is focused on integration of the latest neural network techniques into state-of-the-art machine translation systems.

Representative Work Activities
  1. Undertaking a specific role in the research project under supervision
  2. Taking responsibility for some elements of the planned research
  3. Planning and carrying out a work programme appropriate to the research activity
  4. Developing own research portfolio in related areas
  5. Contributing to the writing of research grants
  6. Contributing to dissemination and publication of personal and/or research teams findings as appropriate
Planning and Organising

The post holder will have to agree a general plan of research with the Principal Investigator and progress will be monitored at pre-scheduled meetings.

Problem Solving

The problems to be faced are purely scientific and the post holder will supply the detailed expertise for delivering a solution. They will be expected to achieve this under instruction by and with advice from the Principal Investigator and other academic and senior research staff.

Decision Making

The post holder will determine the specific techniques and approaches to be used in the course of the research, in agreement with the Principal Investigator.

Key Contacts/Relationships

The post holder will principally interact with the Principal Investigator and other project staff and students. More generally, the post holder will discuss the work, and other questions of scientific interest, with other members of the project at other sites and with other members of the School of Informatics. The post holder will be expected to represent the University externally, by presenting their work at specialist meetings or workshops in the relevant research area. They may also be required to provide advice and support to relevant students.

Company:

University of Edinburgh

Qualifications:

You should have the following:
– PhD (or near completion) or equivalent experience in Computer Science, Artificial Intelligence, or a related discipline
– Background in statistical machine translation, machine learning or natural language processing
– Strong programming skills, ideally including C++

It would be desirable for you to also have the following:
– Experience with the Moses toolkit including a good understanding of SMT decoder internals
– Experience with neural network models for NLP
– Good publication record

Educational Level:

Ph. D.

How to Apply:

Please mention NLP People as a source when applying.

Application Link

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