Abnormal AI01.03.26
AI SCORE 8.5

Senior Machine Learning Engineer - Attack Detection (Remote)

$195K–$230K/year

About the Role

Abnormal AI is hiring a full-time Senior Machine Learning Engineer - Attack Detection to join our innovative team. This Senior Machine Learning Engineer remote position allows you to work from anywhere in the USA, contributing to cutting-edge solutions in attack detection and cybersecurity.

What You'll Do

  • Design and implement machine learning models for detecting attacks and anomalies in real-time data.
  • Collaborate with data scientists and software engineers to enhance the performance of our AI systems.
  • Conduct research to improve existing algorithms and develop new techniques for attack detection.
  • Analyze large datasets to extract meaningful insights and improve model accuracy.
  • Participate in code reviews and contribute to a culture of continuous improvement.

Requirements

  • 5+ years of experience as a Machine Learning Engineer, with a focus on attack detection or cybersecurity.
  • Strong proficiency in Python and machine learning frameworks such as TensorFlow or PyTorch.
  • Experience with data preprocessing, feature engineering, and model evaluation.
  • Familiarity with cloud platforms (AWS, GCP, or Azure) for deploying machine learning models.
  • Excellent problem-solving skills and the ability to work independently in a remote environment.

Nice to Have

  • Experience with reinforcement learning or deep learning techniques.
  • Knowledge of cybersecurity principles and practices.
  • Familiarity with big data technologies such as Hadoop or Spark.

What We Offer

  • Competitive salary ranging from $195,000 to $230,000 per year.
  • Fully remote work environment with flexible hours.
  • Opportunities for professional development and continuous learning.
  • Health, dental, and vision insurance coverage.
  • Generous paid time off and holidays.
Why This Job8.5 of 10

This Senior Machine Learning Engineer role offers a competitive salary and the opportunity to work remotely on innovative AI solutions in cybersecurity.

Salary Range
Required
0/1
Optional
0/1
Bonus
0/1

Who Will Succeed Here

Proficiency in Python and deep learning frameworks like TensorFlow and PyTorch, with a strong ability to develop, optimize, and deploy machine learning models for real-time attack detection in a cloud environment.

Self-motivated and disciplined remote worker with a proactive approach to problem-solving, capable of managing time effectively while collaborating with cross-functional teams through virtual tools.

Extensive experience in data analysis and feature engineering, combined with a strong understanding of cybersecurity principles, enabling the candidate to identify and mitigate potential threats effectively.

Learning Resources

Deep Learning with Python and PyTorchcourse

Career Path

Senior Machine Learning Engineer - Attack Detection(Now)Lead Machine Learning Engineer(1-2 years)Director of Machine Learning / AI(3-5 years)

Market Overview

Python Market Size 2024
$30B
Annual Growth of Python Ecosystem
11.5%
AI Adoption in Enterprises
75%
Investment in Machine Learning Technologies
+45%
Labour Demand for ML Engineers
+38%
Avg Salary for Senior ML Engineers
$145K

Skills & Requirements

Required
PythonTensorFlowPyTorch
Growing in Demand
Natural Language Processing (NLP)Deep LearningCloud ML Services (AWS SageMaker, Google AI Platform)
Declining
Scikit-learn (for basic ML)R (for statistical computing)

Domain Trends

Increased Focus on Cybersecurity
With cyber threats rising, organizations are investing heavily in AI-driven attack detection systems, leading to a 50% increase in demand for ML engineers in cybersecurity roles.
Integration of AI with Cloud Services
Cloud providers are integrating AI capabilities, with a projected 60% of all ML workloads being run on cloud platforms by 2025, enhancing the relevance of cloud computing skills.
Shift Towards Explainable AI
There is a growing emphasis on transparency in AI models, with 40% of companies prioritizing explainable AI solutions, creating opportunities for engineers skilled in interpretable ML techniques.

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