Machine Learning Engineer

3 days ago

Pune, India TAC Security Full time

Job description


Key Responsibilities:

  • Design, develop, and deploy AI/ML models for threat detection, anomaly detection, and incident response automation within the security domain.
  • Analyze large volumes of security data to extract actionable insights and identify patterns related to vulnerabilities and threats.
  • Collaborate with cross-functional teams, including security analysts and incident response teams, to understand requirements and translate them into effective AI/ML solutions.
  • Continuously monitor and refine existing models to adapt to new security challenges and improve accuracy.
  • Conduct experiments and evaluations to assess model performance and effectiveness in real-world scenarios.
  • Document methodologies, processes, and findings to facilitate knowledge sharing and reproducibility within the team.
  • Stay current with industry trends, emerging technologies, and best practices in AI/ML and cybersecurity.

Qualifications:

  • Bachelors or Masters degree in Computer Science, Data Science, Machine Learning, or a related field.
  • Proven experience in developing and implementing machine learning models, particularly in a security context.
  • Proficiency in programming languages such as Python or R, and familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
  • Understanding of cybersecurity principles, threat landscapes, and incident response protocols.
  • Experience with data analysis and preprocessing techniques.
  • Strong analytical and problem-solving skills, with the ability to work collaboratively in a team environment.

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