About the job
Welcome to the daangn Team!
At daangn, we strive to create an environment where individuals can grow alongside the company. Our recruitment team is dedicated to ensuring that you can embark on a journey filled with joyful challenges alongside wonderful colleagues.
About the Software Engineer Intern - Machine Learning Role
The Software Engineer Intern in Machine Learning will leverage machine learning to enhance various services within daangn, ultimately increasing user satisfaction and fostering stronger connections within local communities. You will have the opportunity to recommend personalized and engaging content on the home feed and detail pages, while also enabling efficient advertising solutions for local residents.
Your Responsibilities
[Feed Quality Team]
- Develop and improve ML models to enhance user engagement and facilitate diverse, serendipitous discoveries within the feed.
- Analyze data, form hypotheses based on findings, and identify actionable improvements grounded in theoretical insights. Validate through online experiments to create tangible service impacts.
- Develop and refine models to gain a deeper understanding of users and content.
- Utilize LLM in various ways to enhance personalized recommendations.
[Advertising Recommendation Team]
- Develop and refine CTR, CVR prediction models, automated bidding, targeting, and pacing models for advertising recommendations and rankings.
- Analyze user behavior data and advertising performance, form data-driven hypotheses, and validate through A/B testing to improve both advertising efficiency and user experience.
- Extract candidate ads considering personalization and recommend relevant ads to users through advertising ranking models.
- Enhance ad targeting precision using LLM and the latest AI technologies to deepen understanding of users and ad content.
Who We’re Looking For
- Individuals with a foundational knowledge of machine learning who can think critically and implement methods to enhance recommendation systems.
Preferred Qualifications
- Experience in proactively solving problems in a specific area, resulting in meaningful outcomes.
- Ability to systematically define problems and derive solutions based on rational evidence.
- Effective decision-making and collaborative communication skills.
- Self-motivated individuals who enjoy tackling challenging problems.
Additional Information
- This position is a 10-week internship with the potential for conversion to a full-time role based on outstanding performance.