Machine Learning and NLP Expert

IPsoft Global Services Private Limited
  • Bangalore
  • 10-18 lakh
  • 1-3 years
  • Views
  • 05 Oct 2016

  • IT/ Information Technology

  • IT/ Technology - Software/ Services
Job Description

As we continue to expand our artificial intelligence platform, Amelia, we are looking for NLP experts to join our development team.
We need great scientists who also are great coders.
Our scientists tackle the big challenges in deep language understanding and are passionate about writing sustainable code to implement advanced ideas.
Whether from published research or their own approaches, our scientists identify and integrate the best science available all to create the best new NLP capability possible.
We are looking for a hands-on scientist and developer ready to tackle the big challenges in deep language understanding.
With an extensive existing customer base and a market-leading position in help desk automation, your work will go into production as soon as it shows measurable improvement over current methods.
We think long term, while putting our research into practice on a rational schedule.

Responsibilities:

The ideal candidate will have both a research and development background. Having a history of peer-reviewed scientific publications in NLP is a plus.
We have interest in candidates with a machine learning background and approach to NLP.
We are also interested in candidates with a rule-based NLP background and knowledge of linguistic semantics.
We have interest in candidates with experience in many portions of the NLP pipeline, including parsing, word sense disambiguation, knowledge extraction, question answering and language generation.
Open source development experience is a plus. Ability to code in Java is required.

You will lead an area of development of the pipeline, guiding and mentoring junior developers, working with the leads of the other areas of the pipeline and the lead scientist to create and deploy new capabilities in language understanding.
You should be passionate about writing good and sustainable code to implement your advanced ideas.
You will be expected to identify and integrate the best science available, whether from published research or your own approach.
You will work with test and analysis engineers to prove your ideas against objective and measurable tests of capability.
Each day you will be expected to move as needed between designing scientific approaches and architecture, writing or contributing to scientific publications, mentoring, and development in Java, all in the service of creating the best new NLP capability possible.
Good scientists must also be good communicators, able to explain and justify complex ideas to junior developers and senior management, both verbally and in writing.
You should be comfortable defining delivery schedules and metrics for performance assessment and meeting your targets.
First and foremost we need great scientists who also are great coders.
A mature coder should be able to learn a new framework quickly, so experience with each of the items below just helps us understand your implementation experience, but each is desirable.
o -Development tools such as Maven, Jenkins, Ant, Eclipse
o -Comfortable on Apple or Linux OSes
o -Java Spring, Guava, JDBC, Tomcat, JUnit

Qualifications:
Bachelors degree in Computer Science from IIT/ IISc/ NITs/ Bits/ DCE/ ITBHU/ Guindy / Top US universities
1-3 Years Experience in Machine Learning and NLP


Competencies/Skill sets for this job

Long Term Linux Market Java Hands-on Help Desk

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