About the role
We are looking for a Data Scientist with 2-4 years of experience in designing, developing, and deploying ML models for real-world applications to join our Machine Learning team. Ideal candidate will play a pivotal role in identifying, analysing & mitigation of cyber-attacks. Candidate should have a strong foundation in Machine Learning & Generative AI (GenAI). Domain expertise in Application Security Domain will be an added plus.
This role majorly involves applying Machine learning, Deep learning & Generative AI over large security datasets to enhance the overall security posture.
Key Responsibilities:
1. AI For Cybersecurity
Analyse large, complex security datasets to identify patterns and anomalies related to web application attacks.
Explore & develop machine learning & AI models to detect web application attacks in near real-time.
Finetuning & refining algorithm to achieve better performance.
Develop dashboards and visualizations to monitor and report on key metrics.
Working with security operation teams to identify & implement data-driven automations for faster response.
Identify & develop new cyber security initiatives using GenAI.
2. Research and Innovation
Conduct research to identify new methods for detecting and mitigating cyber threats.
Stay current with the latest advancements in machine learning and cybersecurity.
3. Collaboration and Communication
Collaborate with cross-functional teams & different stakeholders to understand requirements & deliver solutions.
Communicate findings and insights effectively to technical and non-technical stakeholders.
