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Job Description

Data Scientist (Natural Language Processing)  

Responsibilities

  • Build methods for document clustering, topic modeling, text classification, named entity recognition, sentiment analysis, and POS tagging
  • Perform elements of data cleaning, feature selection and feature engineering and organise experiments in conjunction with best practices
  • Work with the business team to ensure models can be implemented as part of a delivered solution replicable across many domains
  • Visualise data to tell compelling stories

  Requirements

  • 2 + years’ experience with Machine Learning, NLP, Document Classification, Topic Modeling and Information Extraction with a proven track record of applying them to real problems and real data
  • Experience working with big data systems and big data concepts
  • Strong team player; ability to provide both a strong individual contribution but also work as a team and contribute to wider goals is a must in this dynamic environment
  • Experience with noisy and/or unstructured textual data
  • Some experience with deep learning
  • Strong coding ability with statistical analysis tools in Python or R, and general software development skills (source code management, debugging, testing, deployment, etc.)
  • Working knowledge of various text mining algorithms and their use-cases
  • Strong understanding of text pre-processing and normalization techniques, such as tokenization, POS tagging and parsing and how they work at a low level.
  • Excellent problem solving skills.
  • Strong verbal and written communication skills
  • Practical experiences in using NLP related techniques and algorithms
  • Experience in open source coding and communities desirable

  Education Bachelors or higher in data mining or machine learning; or equivalent practical analytics / modelling experience

Job Details

Functional Area:
Total Positions:
1 Post
Job Shift:
First Shift (Day)
Job Type:
Full Time/Permanent
Job Location:
Ferozpur Road, Lahore, Pakistan
Gender:
No Preference
Minimum Education:
Bachelors
Degree Title:
BS (Hons) Software Engineering/ MSc Computer Science
Career Level:
Experienced Professional
Minimum Experience:
3 Years
Apply Before:
Sep 10, 2017
Posting Date:
Aug 10, 2017
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Idea Centricity

Information Technology · 1-10 employees - Lahore

IdeaCentricity is a for-profit startup dedicated to solving complex social problems including poverty, energy wastage and social injustice in a sustainable manner. It is ranked amongst top 15 startups in GIST Tech-I (2013) and is the 2nd prize winner in Pakistan Start-up cup. The company is being ru ...Read More

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