Mobile app is the future. And we build localized mobile app at the best.
What we do
Building India’s largest, hyperlocal, mobile-first application and back-end platforms that will
serve over 100 million monthly active, Indian local language users, scaling to over 1 billion
PageViews a day.
Currently powers 3 billion PageViews a month, serving a user-base of 75 million installs, spread
across 800 cities in India, who consume services in 12 Indian local languages.
What You’ll Do:
Work in cohesion with the R&D team towards building new products and enriching existing
ones on ML/NLP
Desired Skills :
Prog Languages : Python
Tools and Frameworks : NLTK, Mahout , GATE , Stanford NLP suite , Weka , Scikit-learn
Deep Learning : Understanding of deep learning models applied to NLP.
Neural Networks, Word embeddings, sequence learning, RNN
NLP : Statistical NLP Models , Pos Tagging , Parsing , Sequence Tagging, Word Sense
Disambiguation , Language Models , Topic Modelling , NER
ML : Linear regression , Logistic Regression , Naive Bayes , SVM , Decision Trees , Random
Forest , Boosting , Bagging , HMM , CRF
LSI/LDA , Clustering , UnSupervised / SemiSupervised Methods
DS/Algo/Prob : Efficient Data Structures , Object oriented design, Algorithms , Probability
& Statistics , Optimization Methods
An Ideal Candidate
Should have some decent skills in each of the section mentioned above & 8 -10 years of
working experience in ML/NLP programming.
Should be able to understand the business problems and propose new solutions
Should be familiar with the Math involved in some of the above mentioned skills.
Should be able to do literature survey of latest research in ML/NLP/DL and come up with solutions.
Strong communication skills, verbal and written
Good to Have :
Experience in multilingual NLP , Specifically Indian language NLP
Familiarity with large scale Data processing tools , Hadoop/Mapreduce Ecosystem , NoSql databases such as MongoDB, Cassandra, Elastic Search.
Experience with high volume web application, web service development with
Java/J2EE/Spring framework is a plus.
Experience on any ML Frameworks – Tensorflow / Apache Singa / Shogun / etc.
Level of experience (years):
Senior (5+ years of experience)
How to apply:
Please mention NLP People as a source when applying