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Senior Data Scientist at WebEngage

WebEngage

Bangalore, Karnataka, India Post Date: May 11, 2023 Full Time
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Job Description

Responsibilities:

  • Using statistical tools to identify, analyze, and interpret patterns and trends in complex data sets
  • Develop AI & Machine Learning solutions on cloud-based platforms.
  • Partner with internal & external ecosystems to design and deliver AI & ML solutions.
  • Explore emerging trends in AI & Machine learning and develop prototypes.
  • Perform POCs with the presentation of outcomes and future improvements.
  • Manage data ingestion processes, and labeling efforts, and monitor data quality to support your own machine-learning models.
  • Continued education about the latest machine learning algorithms, techniques, and technologies.
  • Data science team members are strongly encouraged to take courses, obtain professional certifications, and attend industry Stand-spaces.
  • Stand-up MVPs for web-based internal tools and external customer-facing features.
  • Develop APIs and/or additional endpoints as necessary to power your frontend features.
  • Effective communication and teamwork skills.
  • Support business teams by building new capabilities and participating in client meetings as a subject matter expert.


Desired Skills:

  • 5 to 8 years of work experience in Data Science.
  • Strong working experience in a variety of analytical techniques including multivariate/logistic regression models, cluster analysis, predictive modeling, pricing models, decision trees, or other advanced models like in Deep Learning.
  • Hands-on experience with popular development frameworks like Scikit-learn/TensorFlow/PyTorch.
  • Strong experience in developing AI & Machine Learning solutions on cloud platforms like GCP
  • Good understanding of SQL query and visualization development with or without BI tools.
  • Familiarity with data platforms like Snowflakes would be an added advantage.
  • Familiarity with MLOPs (Machine Learning Operations) would be an added advantage.
  • Familiarity with generative AI models to generate content, text, images, or videos.
  • Familiarity with NLP model development is an advantage.

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