Principal Software Dev Engineer (Proficient in Japanese)

Location Singapore
Discipline Information & Communications Technology
Job Reference BBBH112868_1650269290
Salary S$7000 - S$9000 per month
Consultant Name Cristina Malabuyoc Malijan
Consultant Email cristina.malijan@manpower.com.sg
Consultant Contact No. 62328835
EA License No. 02C3423
Consultant Registration No. R1111547


Responsibilities:

  • Design and develop machine learning models for named entity recognition tagging
  • Design and develop models and algorithms for text generation
  • Analyze various science problems (especially in the NLP field) and design the solutions
  • Investigate the related domain and create solutions for building large training data
  • Build machine learning models using different algorithms and compare performances
  • Integrate the built models into the production runtime system
  • Analyze ads performance data to propose improvements
  • Work with sales representatives and customers to identify potential opportunities for business growth
  • Communicate (Verbally and in writing) in Japanese language as the team will be working on AI that will require it to program a computer to understand Japanese


Qualifications:

  • Bachelor's degree in Computer Science or related field
  • More than 10 years of directly related experience of software development and data science or machine learning
  • Deep understanding of algorithms, data structures, statistics and machine learning algorithms
  • Around 7+ years of hands-on experiences in NLP (natural language processing) and text mining
  • Excellent programming proficiency with Java or C++
  • High proficiency and experiences in tools and libraries for machine learning and data management, such as TensorFlow, Keras, PyTorch, Scikit-learn, NumPy, SciPy, Pandas
  • Excellent technical, analytical and communication skills
  • High proficiency in scripting language such as Python, and UNIX/Linux environments
  • Business proficiency (written and spoken) in Japanese (min JLPT N2) as the person needs to work with the team of Japanese speakers on AI that will require to program and resolve the issues in the system

Cristina Malabuyoc Malijan EA License No. 02C3423 Personnel Registration No. R1111547

Please note that your response to this advertisement and communications with us pursuant to this advertisement will constitute informed consent to the collection, use and/or disclosure of personal data by ManpowerGroup Singapore for the purpose of carrying out its business, in compliance with the relevant provisions of the Personal Data Protection Act 2012. To learn more about ManpowerGroup's Global Privacy Policy, please visit https://www.manpower.com.sg/privacy-policy