Machine Learning Engineer
1 week ago
Lemon8 is a lifestyle content community featuring photos and videos of various categories such as beauty, fashion, food, travel, home, fitness, and pets. Our target users are people who enjoy exploring their interests by consuming informative and high-quality content.
We operate in Japan, the SEA region (Thailand, Indonesia, Malaysia, Singapore, Philippines and Vietnam), the UK and the US.
At Lemon8, we believe in helping our users live their best lives through innovative solutions tailored to their needs. We're committed to delivering personalized experiences to over 10 million monthly users worldwide.
Job Summary
We're seeking a skilled Senior Machine Learning Engineer to join our team and contribute to the development of large-scale recommendation systems. As a key member of our team, you'll utilize cutting-edge deep learning and machine learning technologies to enhance and personalize the Lemon8 user experience.
Responsibilities
- Collaborate closely with the Lemon8 product and operations teams to experiment with and refine ML models across various product surfaces.
- Utilize data-driven methodologies and leverage unique data properties to continuously improve user engagement and consumption experiences.
- Stay current with industry trends and advancements in recommendation systems to ensure Lemon8 remains at the forefront of technology.
- Operate in a high-impact environment with rapid experimentation cycles and swift deployment of experimental results.
Requirements
- Bachelor's degree in Computer Science, Engineering, Statistics, Mathematics, or a related field, or equivalent practical experience.
- 4 years of industry experience applying machine learning methods in areas such as recommender systems, ads ranking, reinforcement learning, or graph representation learning.
- Strong understanding of machine learning approaches and algorithms.
- Proficiency with big data technologies such as Hive, Hadoop, and Spark.
- Hands-on experience in building data processing pipelines and large-scale machine learning systems.
The estimated salary for this position is $120,000 per year.
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