Develop and deliver insights and models to answer business questions. Apply predictive analysis, interpretations on the data using advanced models and data mining. Guide business pro-actively by suggesting new ways of looking at customer behaviors. Co-ordinate with stake holders ; units for which the analysis is being done.
The position is suited for number crunchers who have strong motivation to work with large-scale real-life data mining applications and exploring new customer insights. Prerequisites include experience of developing statistical models and deep familiarity with all aspects of data mining process.
-Area of Interest: Business Intelligence
- Degree(s)/Major(s): Masters in Data Mining /Operations Research/Applied Statistics (or related stochastic modeling field) from a reputed (preferably foreign) university. PhDs in similar fields are also welcome to apply.
- Experience Required: More than 2 years of relevant experience
Key Responsibilities:- Develop processes to identify new ways / patterns of looking at customer behaviors.
- Develop models (using company accepted methodologies and tools) in coordination with key stakeholders, such as Churn Prediction model, Social Network Model, Behavioral Segmentation and Customer Lifetime Value Model etc.
- Link output of the Models/Analyses with Systems at Customer Contact Points.
- Use different tools and techniques to handle complex requests / problem statements from business.
- Pro-actively suggest business users, new ways of looking at customer behaviors.
- Ensure that a plan is developed /agreed with internal customers for developing models to support their functions.
- Present modeling approach and results to internal customers / Management.
- Develop/improve systems and processes for periodic runs of models and ensure that they are followed.
- Assist in developing and implement a strategy & roadmap for BI / Analytical initiatives and align it with overall TP strategy.
- Ensure proper tracking / reporting of all initiatives.
- Ensure required standard of quality is maintained in the deliverables.
- Manage, develop, and maintain productive relationships with internal customers and partners.
- Develop best practices in Advance Analytics.
Functional Skills/Knowledge Areas:- Analytical skills / Data interpretation / Predictive analytics
- Expert in social network analysis, machine learning, data mining (experience in SAS-EM is preferred), information retrieval, graph theory, algorithms, collaborative filtering.
- Multivariate statistical model development, delivery, implementation, and monitoring
- Proficient in gathering clear requirements from stakeholders and anticipating the true needs and wants.
- Telco Business knowledge
- Office Productivity Software
http://careers.telenor.com.pk/Page/Detail/Default.aspx or
http://careers.telenor.com.pk/Page/Detail/VacancyView.aspx?PositionID=3000163
Application Deadline: 27-Jun-2010
* Only shortlisted candidates will be contacted
* Candidates with disabilities are strongly encouraged to apply.
* These vacancy details are not definitive and may be subject to future amendments.