Bigo Live - Advertising Algorithm Engineer

BIGO; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

A leading technology company in Singapore is looking for a candidate to enhance its ads platform and improve ad quality. Responsibilities include iterating core models and optimizing bidding strategies. Candidates should hold a Bachelor's degree in Computer Science or related field and possess strong skills in programming languages like C++ or Python, along with a deep understanding of machine learning. The role requires familiarity with data processing tools and strong communication abilities.

Qualifications

• Bachelor’s degree or higher in Computer Science or a related field.
• Familiar with at least one of the following programming languages, C++ /Python.
• Deep understanding of machine learning and deep learning theory.
• Sensitive to data and business, with excellent critical thinking skills.
• Familiar with data processing tools like Hadoop, Spark, or Hive.

Responsibilities

• Enhance existing ads platform modules to improve ad quality.
• Iterate ads core models and optimize the feature set.
• Optimize ads bidding and traffic allocation strategies.
• Focus on the research of recommendations for ads.

Skills

C++

Python

Data structures

Algorithms

Machine learning

Deep learning

Data processing tools

Hadoop

Spark

Hive

Flink

Education

Bachelor's degree in Computer Science or related field

Tools

Big data tools

Spark

Hive

Flink

Job description

Responsibilities

• Enhance existing recall, pre-ranking, ranking, and re-ranking modules in our large-scale ads platform, and continuously improve ad quality.
• Iterate ads core models, including but not limited to CTR/CVR, expand and optimize feature set, search and create new model architecture.
• Optimize ads bidding, billing and traffic allocation strategies to create better ads bidding mechanisms and increase ads monetisation efficiency.
• Focus on the research of recommendations and ads to apply relevant strategies and adapt to our platform for implementation in our production system.

Qualifications

• Bachelor’s degree or higher in Computer Science or a related field
• Familiar with at least one of the following programming languages, C++ /Python, has good knowledge of data structures and algorithms
• Deep understanding of machine learning and deep learning theory, publications in machine learning and data mining or related conferences are a bonus
• Sensitive to data and business, passionate about technical challenges, and has excellent critical thinking skills
• Be familiar with big data processing tools, and have experience with one or more of the following tools: Hadoop, Spark, Hive and Flink, etc.
• Effective team player and has good communication skills
• Proactive and self-motivated
• Preferred to have Ads algorithm experience