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Principal Consultant - Lead Data Scientist

With a startup spirit and 90,000+ curious and courageous minds, we have the expertise to go deep with the world’s biggest brands—and we have fun doing it. Now, we’re calling all you rule-breakers and risk-takers who see the world differently, and are bold enough to reinvent it. Come, transform with us!

Responsibilities:

Data Source Identification:

  • Supports the understanding of the priority order of requirements and service level agreements.
  • Helps identify the most suitable source for data that is fit for purpose.
  • Performs initial data quality checks on extracted data.

Analytical Modeling:

  • Selects the analytical modeling technique most suitable for the structured, complex data and develops custom analytical models.
  • Conducts exploratory data analysis activities (for example, basic statistical analysis, hypothesis testing, statistical inferences) on available data.
  • Defines and finalizes features based on model responses and introduces new or revised features to enhance the analysis and outcomes.
  • Identifies the dimensions of the experiment, finalizes the design, tests hypotheses, and conducts the experiment.
  • Perform trend and cluster analysis on data to answer practical business problems and provide recommendations and key insights to the business.
  • Mentors and guides junior associates on basic modeling and analytics techniques to solve complex problems.

Model Assessment & Validation:

  • Identifies the model evaluation metrics.
  • Applies best practice techniques for model testing and tuning to assess accuracy, fit, validity, and robustness for multi-stage models and model ensembles.

Model Deployment & Scaling:

  • Supports efforts to ensure that analytical models and techniques used can be deployed into production.
  • Support evaluation of the analytical model.
  • Supports the scalability and sustainability of analytical models.

Code Development & Testing:

  • Writes code to develop the required solution and application features by using the recommended programming language and leveraging business, technical, and data requirements.
  • Test the code using the recommended testing approach.

Qualifications:

  • Advanced degree in Statistics, Math, Comp Sci, Engineering, or other related discipline (post-grad preferred)
  • Experience specifically in building statistical/ machine learning models, data analysis and data mining
  • Work Force Planning experience is good to have
  • Experience with model risk management practices, model life cycle
  • Proficient in either Python, R, SQL with working knowledge of the others
  • Experience with Big Data platforms
  • Adaptable and open to change with strong collaboration and communication skills
  • Insurance/Financial Services experience desired
  • Experience with Natural Language Processing, unstructured data, use of APIs

Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation. For more information, visit www.genpact.com. Follow us on Twitter, Facebook, LinkedIn, and YouTube!

We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation

Job: Principal Consultant

Job ID: ITO050280

Primary Location: India - Kolkata

Education Level: Bachelor's / Graduation / Equivalent

Job Posting: May 11, 2022

Master Skills List: Corporate

Job Category: Full Time