Data Scientist -TM/ SDM- Hyderabad
Job Description:
PFB JD for Data Scientist role for better understanding.
Data Scientist -Job Description:
- Performing data analysis by integrating data from different data sources
- Able to understand various data structures and common methods in data transformation
- Participating and add value throughout data life cycle - data capturing, model inputs
- Developing advanced statistical models, machine learning methods ((Random Forest, Decision Trees, SVM, NLP, Gradient Boosting, Supervised/Unsupervised Learning, Clustering, classification and regression modeling) & deploying these models
- Should have a good working knowledge of Predictive Modeling techniques and methods
- Should have a good working knowledge of the Technical tools - R/Python, Advance SQL (Tableau is optional)
For < 3 years of experience – While the Candidate will be guided on what is the business problem to be solved, he should be able to develop the model and incorporate feedback & deploy the model in production
For 3 to 6 years of experience – The Candidate should be able to work independently – right from understanding the business problem to be solved through the development & deployment of models. Ability to interact with the business is a must
For > 6 years’ experience – The Candidate should be able to lead a small team, guide them on the business problem - right from understanding the business problem to be solved through the development & deployment of models. The Candidate should work with the business to identify use cases to be solved. Ability to interact with the business owner is a must
BPS Analytics: Cross Industry Analytics Engineer/Solution Architect (Development role or Design/architect role)
Job description
- Data analysis and model development for client and cross-industry solutions focused on analytics, statistics, correlation analysis and predictive modelling
- Working with extended teams on identifying industry and/or cross industry analytics approaches toward solution development, especially as "embedded analytics” within Business Process Services (BPS) clients
- End to end analytics solution responsibilities within the industry or analytics competency areas for development and into production (with the help of a Lead Analytics Architect and additional analytics engineers (developers):
- Initial solution definition
- Data identification, cleaning, completeness, initial analysis
- Correlation, statistics, variable/metric id and development
- Predictive toward prescriptive model development
- Analytics development lifecycle use – dev, test, prod
- Participate in overall BPS Analytics solutions portfolio prioritization, overall solution strategy, resource alignment on projects, etc.
- Contribute to thought leadership and strategic internal initiatives
- Work across other Cognizant division technical resources on both pilots and production solutions both within BPS and across broader BI and analytics platforms
- Apprising the stakeholders about project(s) status on a regular basis.
Desired Skills and Experience
- Data understanding and analytics design work done experience across at least two industry areas, especially regarding predictive analytics modeling, such as Banking, Financial Services and Healthcare – or, two other large/complex industry verticals, i.e. Insurance and Communications/Telco
- Prior experience in hands on development of analytical models, including data-driven metric, variable identification, creation and impact/priority development, as input to the model(s)
- Cross-industry analytic modeling experience a plus, i.e. contact center, claims operations and/or fraud, customer satisfaction predictions, etc.
- Able to perform drill down analysis of key business problems, interpret results, generate insight and recommend strategies, into solution development completion
- Thorough knowledge of statistical modeling tools and simulation software
- Strong to expert knowledge of SAS and/or R or similar industry tools – preferably multiple tool experience
- Knowledge of actuarial tools such as Emblem, Moses, Prophet, etc. are desirable but not mandatory
- Self-driven individuals with a strong passion for innovation required
- Strong knowledge of at least one of the complex industry domains with some exposure to a second is highly preferred
- Effective analytical, oral and written communication and presentation skills, including in development of PowerPoint presentations
- Very good interpersonal skills and positive attitude
- Independent and result-driven mindset
- Experience working as part of an onshore/offshore model is preferred
- This is an offshore role, working across other offshore/India-based resources, as well as tele/video conferenced interactions with other U.S. and/or near shore team resources
Company Profile
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