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Jobscentral

Graduate Machine Learning Engineer

Jobscentral
Singapore · Full-time · Entry
About Us

At First Watch, we pioneer advanced cybersecurity solutions to protect critical infrastructure. Join our team to combat evolving threats using cutting-edge machine learning and AI-driven tools.

Position Overview

We seek a motivated Graduate Machine Learning Engineer to develop ML systems that analyze security events at scale and streamline policy development using LLMs. This role offers hands-on experience in applied ML for cybersecurity, with mentorship from industry experts.

Key Responsibilities

ML-Driven Security Analysis

  • Assist in designing ML models to detect anomalies in high-volume security logs, network traffic, and threat intelligence feeds.
  • Implement algorithms (e.g., clustering, classification) to identify patterns in security events and reduce false positives.
  • Collaborate with cybersecurity teams to refine model outputs for actionable threat responses.

LLM Integration for Policy Development

  • Develop tools leveraging large language models (LLMs) to automate security policy drafts, incident reports, and compliance documentation.
  • Fine-tune LLMs using domain-specific datasets to improve accuracy in policy recommendations.

Collaboration & Optimization

  • Work with data engineers to build pipelines for preprocessing security data (e.g., SIEM logs, firewall alerts)
  • Validate model performance through statistical analysis and A/B testing, iterating based on feedback from security analysts

Technical Skills

What We're Looking For

  • Proficiency in Python and ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
  • Familiarity with NLP/LLM tools (e.g., Hugging Face, LangChain) for text generation/analysis.
  • Basic understanding of cybersecurity principles (e.g., MITRE ATT&CK, SIEM systems)

Preferred Qualifications

  • Coursework or projects in ML, anomaly detection, or NLP.
  • Exposure to cloud platforms (AWS/Azure/GCP) and big data tools (Spark, Kafka).

Soft Skills

  • Curiosity to learn cybersecurity domain specifics (e.g., OT/ICS threats).
  • Analytical mindset to troubleshoot model performance issues.
  • Team-oriented approach to collaborate with cross-functional teams.

Why Join Us?

  • Join a small and growing team to challenge and grow your skills.
  • Work on meaningful projects that make a real-world impact.
  • Be part of a diverse and inclusive team in a vibrant work environment.

Only Singaporean / Singapore PR need apply.

Key Skills

Ranked by relevance

cybersecurity machine learning siem tensorflow firewall big data pytorch python cloud spark ai
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Country Guide

Singapore

High-pay global hub in Asia

Posted
Apr 09, 2025
Type
Full-time
Level
Entry
Location
Singapore
Company
Jobscentral

Industries

Human Resources Services

Categories

Engineering Information Technology

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