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Be ready to explain model evaluation for search and NLP, bias/variance trade-offs, A/B or offline metric design, and simple coding problems in Python. Walk through a past project end-to-end: data, baseline, metrics, and failure modes.
Strong fit if you are early-career, curious about language and retrieval systems, and comfortable learning production ML practices at Visa Hunt in an on-site Singapore setting. Less fit if you want remote-only work or pure research without shipping.
As a Graduate Machine Learning Engineer focused on large-scale NLP and search at Visa Hunt in Singapore, you would typically help train and evaluate language models, improve ranking and retrieval quality, run offline experiments, and ship features with senior engineers. Expect code reviews, metric dashboards, and careful handling of production data at scale.
Prioritize Python, ML fundamentals, NLP (tokenization, embeddings, transformers), search/retrieval (indexing, ranking, evaluation metrics), and clean experiment tracking. CERTS lists no formal certifications for this family.
The listing marks remote as no; expect on-site work in Singapore unless Visa Hunt states otherwise later.
It usually means improving how systems understand queries and documents, then ranking results with measurable quality gains—not only training a model in isolation.
No cert family or paid resources were supplied for this listing; show projects, coursework, and clear ML fundamentals instead.
Graduate Machine Learning Engineer - Large-Scale NLP & Search at Visa Hunt in Singapore About the Role We are seeking a Graduate Machine Learning Engineer to join our team at Visa Hunt, a subsidiary of ByteDance. As part of this role, you will be involved in developing and implementing advanced natural language processing (NLP) models for search functionalities across various platforms. This position offers an opportunity to work on cutting-edge technology and contribute significantly to enhancing user experience through intelligent algorithms. Day-to-Day Responsibilities Develop, train, and optimize machine learning models for NLP tasks such as text classification, sentiment analysis, and entity recognition. Collaborate with cross-functional teams to integrate NLP solutions into existing search functionalities. Analyze large datasets to identify trends and insights that can improve the performance of our search algorithms. Conduct experiments and A/B testing to validate model effectiveness and refine approaches as necessary. Who We're Looking For We are looking for a candidate with a strong foundation in machine learning, natural language processing, and data analysis. You should have experience working with large datasets and be proficient in programming languages such as Python or Java. A background in computer science or a related field is required, along with an eagerness to learn and innovate. Why Join Visa Hunt Joining Visa Hunt means being part of a dynamic and innovative company that values creativity and personal growth. You will have the opportunity to work on projects that directly impact millions of users worldwide. Our team is passionate about technology, and we offer a collaborative environment where you can grow both professionally and personally. Next Steps To apply, complete your application directly on this page, or you'll be redirected to the employer's application platform to finish submitting there. We look forward to hearing from you!
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