NLP / Prompt Engineer (VicOne_Automotive Security)

9 Months ago • All levels

Job Summary

Job Description

This role involves developing and optimizing LLM prompts for NLP applications in automotive security. You'll collaborate with data engineers and software developers, leverage state-of-the-art AI/NLP techniques, and utilize legacy and cutting-edge ML models. Strong Python, TensorFlow/PyTorch, and NLP experience is essential.
Must have:
  • NLP Techniques
  • Python Experience
  • TensorFlow/PyTorch
  • Data Analysis
Good to have:
  • Clojure/LISP/R
  • Graph KB
  • AWS/GCP/Azure
  • Azure OpenAI
Perks:
  • Global Company
  • Research Opportunities

Job Details

Join Trend ‧ Join New Generation

趨勢科技 - 全球雲端資安領航者 / 全亞洲最大軟體公司 / 企業版圖橫跨五大洲 / 趨勢全球研發基地在台灣 
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Job Responsibilities:

Develop and optimize LLM prompts and/or standalone models for NLP applications. Collaborate with data engineers and software developers to meet business needs. Keep studying state-of-the-art AI & NLP techniques to improve prompt, models and algorithms. Use legacy and on-the-edge ML models and algorithms in production environments. Design data flows at a feasible scale. Collaborate and teamwork. Conduct experiments, analyze data, and provide insights to improve the performance and effectiveness of the NLP applications. Troubleshoot and debug issues related to prompt engineering, fine-tuning and the use of local models. Document and communicate research findings, methodologies, and technical specifications to team members.

Required Skills:

  • Experience in AI/ML and NLP techniques, including but not exclusive to neural networks, NLP and NLU.

  • Seasoned experience in Python, TensorFlow / PyTorch, Scikit learn, REGEX and/or equivalent libraries and frameworks.

  • The job encourages Python, but Clojure, LISP, R can also be used.

  • Solid understanding of natural language processing, data analysis, statistical modeling, and experimental design.

  • Familiarity with prompt generation techniques and algorithms.

  • Working knowledge of a version control system, such as git.

  • Strong problem-solving and analytical skills.

  • Ability to work collaboratively in a teamwork.

  • Ability to prioritize workload effectively.

  • Self-driven commitment to producing quality work.

Plus:

  • Strong programming skills in Python, Clojure and/or R.

  • Good knowledge in any of RDBMS,  Graph KB and vector DB. Knowledge in ontology and triplets.

  • Good knowledge in building and using graph knowledge base.

  • Familiarity with AWS, GCP, or Azure.

  • Familiarity with Azure OpenAI or OpenAI API.

#LI-YJ1

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連結智慧 守護世界 --- Connected Intelligence for Securing a Connected World

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About The Company

For over 30 years, Trend Micro's unwavering vision has been to make the world safe for exchanging digital information. Security is our entire focus, and it shows. This single-minded passion has inspired our innovations that keep up with the bad guys despite a changing IT landscape, riskier user behavior, and constantly evolving threats.We embrace change, empower people, and encourage innovation in a connected world. Our diversity and multicultural workforce are key contributing factors to our success across the globe. At Trend Micro, we're always looking for top talent and you will work with the best. With us, you have the opportunity to thrive in an industry that is dominating the news worldwide.

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