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Lead Data Scientist
Comviva Technology
posted 3d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
Total Experience
7 - 9 years overall experience
marketing data science and analytics
Education qualification
B.E/B. Tech and Post Graduation in AI/ML preferred
Description
We are looking for Telecom Marketing Data Science professional, who will help design and implement advanced analytics predictive models using cutting edge technologies like Machine Learning and Deep Learning.
Skills
Mandate:
- Past working experience as a lead Data Scientist in marketing Subject Area
- Experience in cleansing and transforming data on Hadoop/Spark/MySQL, SQL based databases.
- Telecom CVM data science and analytics experience
- Strong knowledge of Data Science and Statistics and data mining
- Customer AI/Data science requirements handling experience
- More than 8 plus years experience needed
- Strong Experience in Machine Learning, Natural Language Processing, Text mining, NLTK, NLP, time series forecasting, Deep Learning and Computer vision
- Hands on experience in ML/NLP/DL/NN
- Strong working knowledge on Python, Spark ML, Pandas, Numpy, matplotlib, seaborn, sklearn, Grid Search Hyper parameter tuning, RandomForest, Decission trees, XGBoost, Ensemble methods, Bagging and Boosting methods ,Keras/ Tensorflow
- Should have developed models on sentiment scoring, Churn, Recharge, Next best offer /Action, Customer Life time Value, RFM, Universal Control Groups, Geofencing Analytics, Product Cannibalisation Modelling.
- Experience in delivering end to end data science project
- Experience on SQL required
- Experience on visualisation tools like QlikSense/D3.js
- Excellent problem solving and analytical skills combined with a strong business and technical acumen
- Understanding of Telco Domain with Model creation and deployment experience in Marketing Management subject area.
- Ability to guide and mentor less experienced human resources
- Collaborative team player
- Excellent verbal and written communication and Presentation skills
Preferred
- Should be certified on Data Science and Machine Learning certifications from Industry recognised bodies.
Roles and Responsibilities
- Developing new Machine Learning models in Telecom Analytics
- Creating predictive models using AI/ML/NN
- Evaluate different algorithmic approaches to solve various machine learning and prediction use cases
- Develop visualization solution on top of Data Science Results
- Implement data pipeline process for data scientists to consume data in secure fashion
- Deploy the analytics and predictive models in production environment
- Monitor deployed models , maintain accuracy
- Provide analytics based insights to help marketing team optimize marketing spends
- Front ending with Customers on data science requirements and status reporting
- Implement Customer projects and Internal Product Roadmap projects on Data Science.
Employment Type: Full Time, Permanent
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People are getting interviews at Comviva Technology through
People are getting interviews through
(based on 47 Comviva Technology interviews)
Campus Placement
Job Portal
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Company Website
Walkin
40%
26%
11%
4%
4%
15% candidates got the interview through other sources.
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What people at Comviva Technology are saying
Rating based on 1 Lead Data Scientist
review
Anonymous · Data Science & Machine Learning
in Gurgaon/Gurugram, Haryana
Likes
Supportive team and good office infrastructure
Dislikes
Work Pressure and too much documentation
Read 1 reviewLead Data Scientist salary at Comviva Technology
reported by
5
employees
with 6-8
years exp.
₹29
L/yr - ₹32
L/yr
At
par with the average Lead Data Scientist Salary in India
View more details
What Comviva Technology employees are saying about work life
based on 685 employees
Flexible timing
Monday to Friday
No travel
Day Shift
Comviva Technology Benefits
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