Leading Data Scientist

6 days ago

Bengaluru, Karnataka, India beBeeDataScientist Full time US$ 1,20,000 - US$ 1,50,000
Staff Data Scientist Opportunity

We are seeking an exceptional Staff Data Scientist to join our team. This role will involve conducting world-class Applied AI research on data analytics and contributing to the long-term research agenda in large-scale data analytics and machine learning.

Job Description

The Staff Data Scientist will work collaboratively with a team to formulate business problems as technical data problems, ensuring key business drivers are collected in collaboration with product stakeholders.

  • Formulate business problems as technical data problems while ensuring key business drivers are collected in collaboration with product stakeholders.
  • Work with product engineering to ensure implementability of solutions.
  • Deliver prototypes and production code based on need.
  • Experiment with in-house and third-party data sets to test hypotheses on relevance and value of data to business problems.
  • Build needed data transformations on structured and unstructured data.
  • Build and experiment with modeling and scoring algorithms, including development of custom algorithms as well as use of packaged tools based on machine learning, analytics, and statistical techniques.
  • Devise and implement methods for adaptive learning with controls on efficiency, methods for explaining model decisions where vital, model validation, A/B testing of models.
  • Devise and implement methods for efficiently monitoring model efficiency and performance in production.
  • Devise and implement methods for automation of all parts of the predictive pipeline to minimize labor in development and production.
Required Skills and Qualifications
  • 5 years of relevant work experience with a Bachelor's Degree or at least 2 years of work experience with an Advanced degree (e.g., Masters, MBA, JD, MD, or 0 years of work experience with a PhD).
  • OR 8 years of relevant work experience.
  • 6 or more years of work experience with a Bachelor's Degree or 4 or more years of relevant experience with an Advanced Degree (e.g., Masters, MBA, JD, MD, or up to 3 years of relevant experience with a PhD).
  • Relevant coursework in modeling techniques such as logistic regression, Naive Bayes, SVM, decision trees, or neural networks.
  • Ability to program in one or more scripting languages such as Perl or Python and one or more programming languages such as Java, C++, or C#.
  • Experience with one or more common statistical tools such SAS, R, KNIME, MATLAB, Deep learning experience with TensorFlow is a plus, Experience with Natural Language Processing is a plus, Experience working with large datasets using tools like Hadoop, MapReduce, Pig, or Hive is a must.
Benefits
  • Visa is an EEO Employer, Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability, or protected veteran status.

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