Description

Cyber Defense Operations Department is responsible for protecting RMI's information systems, telco networks, and data from cyber threats. This involves detecting, responding to, and mitigating cyber attacks in real-time to minimize damage and maintain the confidentiality, integrity, and availability of critical assets.

Job Duties

• Develop predictive models and algorithms to extract insights from large, complex data sets.
• Collaborate with data architects and engineering teams to build data and model pipelines.
• Assist in data preprocessing, such as data cleaning, data transformation, and feature extraction.
• Develop and implement ML/AI models for threat detection, prediction, and mitigation.
• Collaborate with cybersecurity teams to understand threat landscape and develop appropriate ML/AI solutions.
• Evaluate and improve the performance of existing ML/AI models.
• Collaborate with other teams to ensure seamless integration of ML/AI models into existing systems.
• Develop and plan optimal solutions for customers in coordination with security assurance, engineering, and product teams.

Qualifications

Minimum Qualification

• Masters or Bachelor's degree in Computer Science, Data Science, Statistics/Mathematics, or related field.
• 3+ years of academic and/or industry experience in fields related to machine learning, deep learning, and/or Data science.
• Proven experience and proficiency as a Data Engineer, ML/AI Specialist or similar role developing ML/AI models.
• Proven experience working with Large Language Models (LLMs) and deep learning.
• Familiarity with cloud platforms and big data technologies is a plus.
• Strong analytical and problem-solving skills.
• Ability to communicate complex concepts clearly and effectively.

Preferred Qualification

• Deep understanding of cybersecurity principles, threats, and mitigation techniques.
• Good understanding of computer networks and networking protocols.
• Expertise with chatbot-related technologies such as ASR, TTS, LLMs, or RAG.
• Experience using DevOps technologies such as Docker, Kubernetes, Singularity, etc.

Languages: English (Advanced), Japanese (Beginner)