Job Profile: Intern –
Global Customer Support
Degree Needed:
BE/BTech/MSc
Exp Needed:
Freshers
Job Location:
Bangalore
We are looking for data scientists with proven record of applying data science to solve problems at an industrial scale Candidate will be part of the fast-paced data science team.
Candidates will be required to interact with Customer Support Teams, Maintenance renewal team, Automation team to understand their problems, gather relevant data, build models by applying advanced analytics and generate insights to solve the identified problems Candidate should enjoy playing with machine learning and finding patterns in big data
Who will fit in the team:
Enjoy playing with machine learning, Natural Language Processing, Data Science Tools and finding patterns in our customer data
If you are creative, analytical, self-driven, can work with least supervision, and passionate about your work and like working with different support teams, you can work with us
Key Responsibilities for Informatica Freshers Recruitment 2019 ;
The role would encompass building analytics, recommendation, framework and identifying key analytics projects for Global Customer Support, focussed on Customer analytics.
Responsibility cut across teams
You will be working on data modeling and identifying patterns in Global Customer Support data
Generating Models for classifications for Customer Success initiatives using Machine learning
Generating taxonomy from customer case data using Natural Language Processor
Building Natural Language processing platform, Data Lake for Customer data
Derive insights from Structured, semi-structured and Unstructured data – Supervised and Unsupervised.
Specify manipulative or computational methods to be applied to models
Perform validation and testing of models to ensure adequacy and reformulate models as necessary
Desired Skill Set;
Knowledge of machine learning techniques like Bayesian, Decision Trees, Neural Networks, etc
Knowledge of advanced statistical methods including multi-variate statistical methods, discrete choice modelling, etc
Hands on experience in building and deploying models in Production
Working knowledge on tensorflow and other Deep Learning frameworks.
Exposure on Training models on GPU servers and on the cloud
Understanding/Implementation experience of the state of the art Neural Network architectures like LSTM, LSTM with Attention etc
Optimization solutions like constraint based optimization, game theory, etc is a bonus
Working proficiency in at least one programming language (C++, Java, R, Python, etc) and SQL
Working proficiency in at least one data mining tool (SAS, SPSS, R, RapidMiner, etc.
)
Good communication skills
Informatica is looking for B.E. / B.Tech , M.Sc profile candidates.
Short Job Information