Machine Learning Engineer Intern

3 weeks ago

Milwaukee, United States Refine Group Full time

Engineering - Software (Information & Communication Technology) The Shopee Paid Ads team, established in 2016, is the driving force behind Shopee's expansive e-commerce advertising platform, leveraging Shopee’s extensive data resources. Paid Ads team's expertise spans data analytics, high-performance AI-based online services, distributed systems, machine learning algorithms, and advertising business strategies. We are dedicated to technological excellence and continuously pursue innovation. Working at the forefront, our team is committed to developing state-of-the-art item retrieval solutions that cater to diverse business requirements. With a focus on advertisement under search scenarios, team members have the unique opportunity to broaden their skills and knowledge across multiple domains. Job Description: As a Machine Learning Engineer Intern within our Paid Ads team, you will tackle challenging problems related to retrieval in the advertising domain using cutting-edge models. Your primary focus will be on algorithm modeling to optimize retrieval and relevance modules within our large-scale advertising platform, with a continuous drive to enhance ads performance. Develop and implement state-of-the-art machine learning models to optimize retrieval and relevance modules, and consistently refine them. Collaborate closely with cross-functional teams to align machine learning efforts with overarching business goals. Apply NLP and deep learning related algorithms in multi-language scenarios, such as but not limited to: information retrieval, text classification, pre-training models, multimodal embedding, etc. . Explore cutting-edge technologies related to search/recommendation algorithms and introduce them into existing systems to improve ads business indicators. Requirements: Bachelor degree or above in Computer Science, Machine Learning, Statistics, or a related field, students graduating in 2025 are preferred Be familiar with at least one of the following programming languages, C++/golang/Python, has good knowledge of data structure and algorithm Sensitive to data and business, passionate about technical challenges, have excellent critical thinking skills Effective team player and has good communication skills Be familiar with big data processing tools, have experience with one or more of the following tools: Hadoop, Spark, Hive and Flink etc.is a plus Be familiar with one or more machine learning fields including but not limited to NLP, CV, search, recommendation, advertising, etc. is a plus Deep understanding in machine learning and deep learning theory, publications in machine learning and data mining or related conferences is a bonus Shopee is the leading e-commerce platform in Southeast Asia and Taiwan. It is a platform tailored for the region, providing customers with an easy, secure and fast online shopping experience through strong payment and logistical support. Shopee aims to continually enhance its platform and become the region’s e-commerce destination of choice via ongoing product optimisation and localised user-centered strategies. Shopee, a Sea company, was first launched in Singapore in 2015, and has since expanded its reach to Malaysia, Thailand, Taiwan, Indonesia, Vietnam and the Philippines. Sea is a leader in digital entertainment, e-commerce and digital financial services across Greater Southeast Asia. Sea's mission is to better the lives of consumers and small businesses with technology, and is listed on the NYSE under the symbol SE. The Shopee team comprises over 8,000 employees from across the region, and with our rapid expansion, we are constantly on the lookout for potential talents who have the passion and drive to become part of a fast-moving and dynamic team. Shopee is the leading e-commerce platform in Southeast Asia and Taiwan. It is a platform tailored for the region, providing customers with an easy, secure and fast online shopping experience through strong payment and logistical support. Shopee aims to continually enhance its platform and become the region’s e-commerce destination of choice via ongoing product optimisation and localised user-centered strategies. Shopee, a Sea company, was first launched in Singapore in 2015, and has since expanded its reach to Malaysia, Thailand, Taiwan, Indonesia, Vietnam and the Philippines. Sea is a leader in digital entertainment, e-commerce and digital financial services across Greater Southeast Asia. Sea's mission is to better the lives of consumers and small businesses with technology, and is listed on the NYSE under the symbol SE. The Shopee team comprises over 8,000 employees from across the region, and with our rapid expansion, we are constantly on the lookout for potential talents who have the passion and drive to become part of a fast-moving and dynamic team. Don’t provide your bank or credit card details when applying for jobs. Researching careers? Find all the information and tips you need on career advice.

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