Senior/Lead Algorithm Engineer (R&D Tech, NLP)
Adecco
- Singapore
- Permanent
- Full-time
- Language understanding tasks, encompassing intention recognition, emotion recognition, FAQ handling, etc.
- Construction of an intelligent dialogue system, involving the extraction of questions and answers.
- Multilingual text generation for various purposes such as product copy, dialogue summaries, email replies, etc.
- Machine translation activities, covering the translation of product titles, details, instant messaging, and other applicable scenarios.
- Cross-lingual search initiatives, incorporating cross-language matching, cross-lingual vector retrieval, and similar tasks.
- Contribution to the creation of scalable and optimized AI/machine learning (ML) models.
- Emphasis on developing algorithms for the extraction, transformation, and loading of large volumes of real-time, unstructured data to deploy AI/ML solutions derived from theoretical data science models.
- Conducting experiments to assess the performance of deployed models, and addressing and resolving any bugs that may arise during the process.
- Collaborating within a team environment, applying expertise in statistics, scripting, and programming languages relevant to the firm's requirements.
- Utilizing the relevant software platforms for the deployment of models.
- A minimum of 2 years of work experience in a related field.
- Candidates with practical experience in NLP (intelligent dialogue, machine translation, etc.) are preferred.
- Familiarity with at least one computer programming language, including but not limited to C/C++/Java/go/python.
- Candidates with published high-level papers, including but not limited to ACL, EMNLP, COLING, AAAI, IEEE TASLP, etc., are preferred.
- Prepare your updated resume (please include your current salary package with a full breakdown such as base, incentives, annual wage supplement, etc.) and expected package.
- Apply through this application or send your resume to kelvin.loh@adecco.com in MS Word Copy. We'd love to hear from you!
- We regret that only shortlisted candidates will be notified.