Job Location: Bengaluru
About Us
Headquartered in Bengaluru, Unacademy is India’s largest learning platform that brings expert educators together with millions of students in need of quality education. With a growing network of 10,000 registered educators and 13 million learners, Unacademy is changing the way India learns. To know more download the Unacademy Learning app from Play Store, App Store or visit us at https://unacademy.com/
Job Description
Overview:
The Data Science team is responsible for building algorithmic solutions and deploying them at scale. We are developing event-based AI technologies and optimization strategies that have a direct impact on Unacademys users as well as the companys bottom line. You will be expected to research state-of-the-art machine learning, in the areas of user segmentation, image metadata extraction (including multilabel classification and tagging with deep learning), supervised learning, and more.
You will apply these methods to core Unacademy product platforms deployed in the
cloud that are affecting the user experience for millions of visitors per month. You will
roll your solutions to production, analyze results offline and online, and measure site
impact.
What you will be doing:
As an online Unacademy platform, we aim to understand our users in order to
help them in their customer journey. Part of this effort includes understanding the
different learner and educator segments and their preferences.
Your responsibility will be to drive such projects from the data science side.
- Build highly sophisticated AI models for image processing, Text-mining, User segmentation, Personalization Recommendation, etc.
- Work on optimizing the models according to the requirements of the specific use case and collaborate with other team members to bring in production and scale machine learning solutions.
- Measure the impact of your models on key metrics of the company.
- Collaborate across the Data Science community to find technical solutions to complex business problems.
- Work in an agile environment to deliver high-quality software against aggressive schedules.
Job Requirement
Skills Required:
- 5 to 9 Years of relevant experience in the Industry.
- Excellent working experience in Data Science Models, text mining, image processing, and structured/Unstructured data.
- Hands-on experience in research and development of statistics and mathematical models through analysis.
- Collaborate with product management and engineering departments to understand company needs and devise possible solutions.
- Excellent pattern recognition and predictive modeling skills.
- Experience with programming languages such as Python.
- Knowledge of big data and distributed computing, Data Pipelines, and version control tools like Git/SVN.
- Hands-on experience with AWS services.
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