[Tech Cooperative Internship] Data Science/Machine Learning Intern (6 months)
Singapore
About Agoda
Agoda is an online travel booking platform for accommodations, flights, and more. We build and deploy cutting-edge technology that connects travelers with more than 2.5 million accommodations globally. Based in Asia and part of Booking Holdings, our 4,000+ employees representing 90+ nationalities foster a work environment rich in diversity, creativity, and collaboration. We innovate through a culture of experimentation and ownership, enhancing the ability for our customers to experience the world.
Get to Know our Team:
The Data department oversees all of Agoda’s data-related requirements. Our ultimate goal is to enable and increase the use of data in the company through creative approaches and the implementation of powerful resources such as operational and analytical databases, queue systems, BI tools, and data science technology. We hire the brightest minds from around the world to take on this challenge and equip them with the knowledge and tools that contribute to their personal growth and success while supporting our company’s culture of diversity and experimentation. The role the Data team plays at Agoda is critical as business users, product managers, engineers, and many others rely on us to empower their decision making. We are equally dedicated to our customers by improving their search experience with faster results and protecting them from any fraudulent activities. Data is interesting only when you have enough of it, and we have plenty. This is what drives up the challenge as part of the Data department, but also the reward.
In this Role, you'll get to:
- Actively participate in implementing and evaluating ML models for Optimization and Natural Language Processing
- Data mining and rapid Dashboard prototyping with state of the art visualization tools (Model design would be for technically advanced candidates, after 2-3 months of ongoing collaboration
What you'll Need to Succeed:
- Must have completed 1 machine learning project in either an academic or industry setting
- Strong programming skills in Python and good command over SQL
- Passionate about data and ML and demonstrable interest in following Research/Papers from the academic community
Description of Smart Cache project(s):
- Smart Caching focuses on the integration and optimization of machine learning and caching systems, including: Automatic parameter running. Using machine learning methods to design and implement automatic parameter tuning algorithms.
Duration of internship:
- At least 6 months
#Students #singapore
Equal Opportunity Employer
At Agoda, we pride ourselves on being a company represented by people of all different backgrounds and orientations. We prioritize attracting diverse talent and cultivating an inclusive environment that encourages collaboration and innovation. Employment at Agoda is based solely on a person’s merit and qualifications. We are committed to providing equal employment opportunity regardless of sex, age, race, color, national origin, religion, marital status, pregnancy, sexual orientation, gender identity, disability, citizenship, veteran or military status, and other legally protected characteristics.
We will keep your application on file so that we can consider you for future vacancies and you can always ask to have your details removed from the file. For more details please read our privacy policy.
To all recruitment agencies: Agoda does not accept third party resumes. Please do not send resumes to our jobs alias, Agoda employees or any other organization location. Agoda is not responsible for any fees related to unsolicited resumes.
Tags: Data Mining Machine Learning ML models Model design NLP Prototyping Python Research SQL
Perks/benefits: Career development
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