Job description for Data Science Intern at Tiket.com
We think you also hate when travel app is giving you a headache, right? A slight misinformation can ruin the trip. That is exactly what we are tackling as t-fam! Making sure that our 50+ million users have the best experience in crafting their own adventure.
Your main duties in flying with us:
- Conduct exploratory data analysis and grab insights from the data.
- Involve in model development using machine learning approach.
- Involve in API / other model serving mechanism implementation.
- Participate actively in scientific paper discussions.
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
- Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
- Develop custom data models and algorithms to apply to data sets.
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Develop company A/B testing framework and test model quality.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Develop processes and tools to monitor and analyze model performance and impact to business.
- Writing reports and documentations based on discussions and experimentations.
Mandatory belongings that you must prepare:
- Having background in math, statistics, and/or computer science.
- Having basic knowledge of programming paradigm (structured / object oriented programming).
- Having basic knowledge of machine learning and data analysis.
- Having basic knowledge of NLP, Information Retrieval, Recommender System, and/or Deep Learning is a plus point.
- Familiar with python and some data science-related libraries in python, i.e., numpy, pandas and scikit learn.
- Familiar with SQL.
- Willing and able to read and understand scientific paper.
- Strong verbal and written communication skills.
In the event that you haven’t received any updates after 3 weeks, your data will be kept and we may contact you for another career destination.
