Director - Data Science
Job Title : Director - Data Science
Qualification : Graduation in any discipline
Experience : 15+ years of Experience with 5+ years in Data Analytics and Data Science
Role : The role of the Head - Data Science would be reporting to the Chief Deliver Officer.
The responsibilities include :
- Lead and manage a team of Junior data scientists
- Use of analytics to improve operational efficiency by working closely with Operations, Hiring, Training, Quality, MIS
- Use Data Analytics backed approach to come up with the best deployment of existing manpower to meet the end objectives and targets defined by the Client
- Use of forecasting techniques to predict the inflow volume and mix
- Use of statistical models to come up with Optimal targets of productivity for each workflow process
- Build live dashboards on production metrics for tracking
- Develop algorithms to cluster work based on the rules defined by the Clients
- Identify staffing requirement through capacity assessment and productivity estimation
- Use appropriate models to predict Attrition, Shrinkage and estimate manpower requirements in advance for hiring.
Work based Skills :
- Should have led a team of data scientists in the past
- Should have exposure to the Business Process Services industry
- Excellent communication skills - Verbal & Written
- Strong analytical skill set
- Excellent pattern recognition and predictive modeling skills
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
- Experience using advanced statistical analysis tools (Rapidminer) with large and complex datasets
- Experience using statistical computer languages (R, Python, SQL, etc.) to manipulate data and draw insights from large data sets.
- Experience working with and creating data architectures
Behavioral Skills :
- Understands the needs of the customer well
- Comes up with innovative ideas to tackle business problems
- Is effective in unifying and creating teams of people with disparate skills
- Should be flexible with work timings
Geography / Location : Chennai, India
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