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Data Scientist/Analyst
About the Company
The search for exceptional data science talent is underway – now bigger, more ambitious, and focused on the travel industry!
Are you prepared to address a multifaceted challenge within the travel sector? The redBus Data Decode – Data Science Hackathon 2025 extends an invitation to data scientists, analysts, and skilled problem-solvers to tackle authentic, real-world business problems. This is your opportunity to demonstrate your analytical expertise and compete for a share of the ₹5,00,000 prize pool, along with potential interview opportunities at redBus.
Job Description
redBus Data Decode Hackathon 2025
The primary objective of this hackathon is to forecast passenger volumes for specific travel dates, with a prediction window spanning 15 days prior to departure.
A particularly noteworthy challenge in this domain stems from the distinct pattern of bus bookings, which tend to cluster closer to the actual departure date. To overcome this obstacle, we are inviting the data science community to actively engage in our upcoming hackathon.
Your Mission: Develop advanced models and inventive solutions that enhance the precision of demand forecasting.
| Company Name | redBus |
|---|---|
| Role | Data Scientist/Analyst |
| Location | |
| Salary | First Prize: ₹2,50,000 Second Prize: ₹1,50,000 Third Prize: ₹1,00,000 |
| Job Type |
Responsibilities
- Address a Genuine Business Issue: Confront the unique complexities of demand forecasting when faced with minimal early data.
- Develop advanced models and inventive solutions that enhance the precision of demand forecasting.
Qualifications
- Students, professionals, and data enthusiasts who possess a strong interest in both travel and analytics are encouraged to participate.
- Data scientists and analysts who are eager to tackle authentic forecasting challenges are particularly welcome.
- Both individual participants and teams who are prepared to think creatively and compete for top rankings are encouraged to join.
Skills
ATS Keywords
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Frequently Asked Questions
The primary objective is to forecast passenger volumes for specific travel dates, predicting 15 days prior to departure.
Students, professionals, and data enthusiasts with a strong interest in travel and analytics are encouraged to participate.
Yes, participation can be either individual or as part of a team, with a maximum of five members per team.
The total prize pool is ₹5,00,000, awarded to the top three ranks: First Prize: ₹2,50,000, Second Prize: ₹1,50,000, Third Prize: ₹1,00,000. Also, there are potential interview opportunities at redBus.
You can register on the Analytics Vidhya platform. However, if you are participating in a team, each team member must individually register after logging into the platform using their respective email addresses.
Other Information
Within the bus transportation sector, effective demand forecasting transcends simple pricing strategies. It significantly influences marketing initiatives, promotional discounting strategies, search engine optimization (SEO) efforts, and various other critical business functions. The core challenge lies in the fact that fewer than 20% of bus bookings occur sufficiently in advance, resulting in limited early indicators for accurate demand prediction. This inherent complexity necessitates innovative and data-driven solutions.
Participation can be either on an individual basis or as part of a team.
Each team can consist of a maximum of five members.
To invite teammates, they must also be registered for the Hackathon.
Registration solely on the Analytics Vidhya platform is insufficient; all teammates must individually register for the Hackathon after logging into the platform using their respective email addresses.
Team participation is optional.
Once a team has been created, members cannot participate in another team.
Once a team member has joined a team, they cannot leave or switch to another team.
Team leaders are not permitted to dissolve a team once it has been formed.
Only the top three submissions in the Hackathon will be eligible to receive prizes.
Winners will be selected based on the overall quality of their solutions, as determined by the evaluation criteria.
A total prize pool of ₹5,00,000 will be awarded to the top three ranks:
Please note that if a team wins a prize, the prize money will be divided amongst the team members.
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How to Apply
- Review Job Details: Read through all the job details on this page to understand the requirements and responsibilities.
- Click the Apply Link: Scroll down and click the “Apply Link” button to be redirected to the official website.
- Fill Out the Application: On the official website, fill out the application form with the provided information.
- Double-Check Your Information: Before submitting your application, review all the details you’ve provided to ensure accuracy and completeness.
- Submit Your Application: Once you’re satisfied with your application, submit it through the official website as instructed.
