Machine Learning Engineer, Video Recommendation - Bali, Indonesia

Join TikTok's Video Recommendation Team and shape the future of personalized content discovery for hundreds of millions of users worldwide. As a Machine Learning Engineer based in Bali, you'll work on cutting-edge algorithms that power TikTok's recommendation system. Our team is dedicated to creating seamless and engaging experiences for users, and we're looking for talented individuals to join us in this exciting journey.

In this role, you'll be responsible for developing and optimizing machine learning models that drive TikTok's video recommendations. You'll work closely with cross-functional teams to understand user behavior and implement data-driven solutions. Bali's unique environment provides a perfect setting for innovation and creativity, making it an ideal location for our team.

If you're passionate about machine learning and want to make a significant impact on a global scale, TikTok is the place for you. We offer a competitive salary, comprehensive benefits, and the opportunity to work in a dynamic and inclusive environment.

📋 Tanggung Jawab Pekerjaan

• Develop and optimize machine learning models for video recommendation systems using Python, TensorFlow, and PyTorch.
• Collaborate with data scientists and engineers to improve recommendation algorithms and enhance user engagement.
• Analyze user behavior data to identify trends and patterns, and implement data-driven solutions.
• Conduct A/B testing and experiments to evaluate the performance of recommendation models.
• Monitor and maintain the performance of recommendation systems, ensuring high availability and scalability.
• Stay up-to-date with the latest advancements in machine learning and recommendation systems.
• Participate in code reviews and contribute to the development of best practices and standards.
• Mentor and support junior team members in their professional growth and development.

🎓 Kualifikasi & Syarat

• Bachelor's degree in Computer Science, Data Science, or a related field.
• 3-5 years of experience in machine learning engineering or a similar role.
• Strong programming skills in Python, with experience in TensorFlow, PyTorch, and scikit-learn.
• Experience with large-scale data processing frameworks such as Apache Spark or Hadoop.
• Familiarity with cloud platforms like AWS or GCP, and experience with deploying and scaling machine learning models.
• Knowledge of recommendation systems and algorithms, such as collaborative filtering, content-based filtering, and deep learning-based approaches.
• Strong problem-solving skills and the ability to work in a fast-paced, collaborative environment.
• Excellent communication and teamwork skills, with the ability to work effectively across different teams and functions.

🛠️ Keahlian

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