Recommendation Algorithm Engineer
Welcome to ByteDance, a leading technology company with a global impact. We are seeking a highly skilled Recommendation Algorithm Engineer to join our growing team. As an engineer in our algorithm team, you will play a crucial role in developing cutting-edge recommendation algorithms to personalize the user experience on our popular platforms such as TikTok and Douyin. If you are passionate about leveraging data and advanced machine learning techniques to create innovative solutions, we want to hear from you. Join us in shaping the future of personalized content delivery and make a significant impact on billions of users worldwide.
- Develop and implement state-of-the-art recommendation algorithms to enhance user experience on ByteDance platforms.
- Collaborate with cross-functional teams including data scientists, product managers, and software engineers to understand business needs and translate them into algorithmic solutions.
- Conduct thorough research and analysis to identify user behavior patterns and preferences.
- Continuously monitor and improve algorithm performance through data-driven experiments and A/B testing.
- Stay updated on the latest advancements in recommendation algorithms and apply them to enhance our existing systems.
- Work closely with the data engineering team to ensure data quality and availability for algorithm development.
- Write efficient and scalable code to implement algorithms in production.
- Document and present algorithmic solutions and results to both technical and non-technical stakeholders.
- Participate in code reviews and provide constructive feedback to team members.
- Proactively identify and troubleshoot any issues with the recommendation algorithms in production.
- Collaborate with the product team to understand user feedback and make relevant improvements to the recommendation algorithms.
- Mentor and guide junior team members to enhance their skills and knowledge in recommendation algorithms.
Strong Technical Background In Machine Learning And Deep Learning: A Recommendation Algorithm Engineer At Bytedance Should Possess A Deep Understanding Of Various Machine Learning Algorithms, Such As Collaborative Filtering, Matrix Factorization, And Deep Neural Networks. They Should Also Have Experience In Implementing These Algorithms In Production Environments.
Proficiency In Programming Languages And Frameworks: The Ideal Candidate Should Be Proficient In Programming Languages Such As Python, Java, And C++, As Well As Popular Machine Learning Libraries And Frameworks Like Tensorflow, Pytorch, And Scikit-Learn.
Experience With Big Data And Distributed Computing: Bytedance Deals With A Massive Amount Of Data, And The Recommendation Algorithm Engineer Should Be Familiar With Big Data Technologies Like Hadoop, Spark, And Kafka. They Should Also Have Experience In Working With Distributed Computing Platforms Like Mapreduce And Spark.
Strong Analytical And Problem-Solving Skills: As A Recommendation Algorithm Engineer, The Candidate Should Have Excellent Analytical And Problem-Solving Skills To Design And Implement Complex Algorithms That Can Handle Large-Scale Data And Improve Recommendation Performance.
Understanding Of User Behavior And Product Knowledge: Bytedance's Recommendation Algorithms Are Highly Personalized And Tailored To Individual User Behavior. The Ideal Candidate Should Have A Deep Understanding Of User Behavior And Be Familiar With Bytedance's Products Such As Tiktok, Douyin, And Toutiao. This Will Help Them Design More Effective Recommendation Algorithms That Align With The Company's Goals And User Preferences.
Data Analysis
Machine Learning
Deep Learning
A/B testing
Algorithm design
Natural language processing
Statistical modeling
Recommendation systems
Big data processing
User Behavior Analysis
Collaborative Filtering
Communication
Conflict Resolution
Emotional Intelligence
Leadership
Time management
creativity
flexibility
Teamwork
Adaptability
Problem-Solving
According to JobzMall, the average salary range for a Recommendation Algorithm Engineer in Singapore is between $80,000 to $120,000 SGD per year. However, this can vary depending on factors such as the company, experience level, and skills of the individual. Some companies may offer higher salaries for this role, especially for candidates with advanced skills and experience. It is also possible for individuals to negotiate a higher salary based on their qualifications and job responsibilities.
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ByteDance is a technology company operating a range of content platforms that inform, educate, entertain and inspire people across languages, cultures, and geographies. Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. For example, TikTok, Helo, Vigo Video, Douyin, and Huoshan.
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