NLP Engineer

4 weeks ago

Singapore KLASS ENGINEERING & SOLUTIONS PTE. LTD. Full time
Roles & Responsibilities

Job Brief

KLASS is looking for an NLP engineer for designing and implementing NLP solutions for clients within the broad security domain.

NLP engineer responsibilities include transforming textual data into features and using NLP techniques to compute practical tasks involving human language. To succeed in this role, you should possess outstanding skills in statistical analysis, deep learning methods and text representation techniques. Besides technical abilities, you should also have excellent teamwork and collaborative skills and be able to communicate precisely and effectively across different teams.


Responsibilities:

  1. Work closely with subject matter experts to incorporate NLP components into existing systems and applications.
  2. Conduct independent research to refine and enhance product evaluation suites, ensuring accurate measurement of model and product performance.
  3. Engage in various data engineering tasks, including data collection, preprocessing, quality control, and augmentation, to curate high-quality datasets essential for model training.
  4. Assess and compare different NLP techniques and tools to pinpoint the most effective approach for specific tasks.
  5. Execute thorough testing and validation procedures on NLP models to guarantee their resilience and dependability.
  6. Optionally, possess experience in designing resilient frameworks and devising solutions for intricate challenges.
  7. Demonstrate an analytical mindset with adept problem-solving skills.
  8. Keep abreast of the latest advancements in NLP techniques and methodologies, actively experimenting with novel models and approaches to maintain our competitive advantage.
  9. Exhibit a strong drive to deliver optimal solutions within tight timelines.
  10. Thoroughly document technical specifications, architectural designs, and best practices.

What we prefer:

  • Bachelor or Master’s degree of Engineering (Computer Science)
  • 3+ years in a hands-on role in one or more domains
  • - Machine learning Applications,
  • - Full-stack web development,
  • 3+ years of professional programming experience in at least one of the following:
  • - Python
  • - C++
  • - Go
  • Extremely familiar with a Linux-based development environment,
  • Proven track record of working with LLM project would be an advantage,
  • Fresh graduate with the relevant skills and internship experiences may apply,

Tell employers what skills you have

Machine Learning
Quality Control
Architectural
Data Engineering
Analytical and Problem-Solving Skills
Python
Data Collection
Statistical Analysis
Web Development
C++

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