Spark Developer
- DiGiSPICE Technologies
- 3 - 6 years
- Delhi, NCR
- 4 years ago
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Job Description
- To create data science models for the prediction of inactive customers/churn and next best offer using auto Machine learning (ML) architecture using ML algorithms using Spark & Python.
- To work on big data packaged predictive machine learning solutions to provide accurately 360-degree view of a customer and initiate customer specific level personalized marketing data model using spark and python.
- To design & develop & next best action (NBA) model for the telecommunication clients.
- To build predictive models for propensity to convert, churn/in-activity, up-sell, cross-sell, drop in usage, Multi-sim Behavior, product affinities and adaptive cognizance
- To Designe and develope an adoptive cognizant recommendation model for Telecommunication Company utilizing mathematical optimization frameworks based on Mixed Integer Linear and Non-Linear Programming.
- To Architect, build, code & maintain ML based Artificial Intelligence modules from scratch.
- To diagnose and fix bugs and performance bottlenecks for performance that feels native.
- Candidate should have worked significantly on Machine Learning techniques (Supervised and Unsupervised Learning) based on principles of Kalman Filters, Probabilistic Learning Algorithm, J48, Random Forests, Gradient Boosting Machine, Bayesian Belief Network, SMOreg, Multi-Layer Perceptron (MLP), Gaussian processes, etc.
- Candidate should have proficiency in Statistical Modelling includes Generalized Additive Models, Multivariate Regression, Linear Regression, Logistic Regression, Survival Analysis, Time-Series Analysis etc.
- Candidate should have Knowledge/Information of various platforms like, Spark ML, Python, R, Keras, Tensor flow, SPSS Modeler, SPSS statistics, WEKA, MATLAB, Rapid-Miner, KNIME, SAP HANA, SAS, STATA, Julia etc.
- Candidate should have Strong Programming Skills in Python or Scala for Spark Programming with ML & AI frameworks.
Job Classification
Industry: IT-Software, Software ServicesFunctional Area: Other,
Role Category: Other
Role: Other
Employement Type: Full time
Education
Under Graduation: B.Tech/B.E. in Any SpecializationPost Graduation: MCA in Computers, M.Tech in Any Specialization
Doctorate: Doctorate Not Required
Contact Details:
Company: DiGiSPICE Technologies Ltd.Location(s): Delhi, NCR
Website: https://www.digispice.com
Keyskills: algorithms python r data science data modeling spark scala machine learning big data cross selling artificial intelligence
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DiGiSPICE Technologies
A leader of everything digital for the past 18 years, Digispice is India's only and most capable B2B2C 'Tech&Touch' player facilitating enterprises, governments and individuals utilize cutting edge tech tools to serve a wide range of purposes. The most trusted strategic partner across diverse do...
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