Data Scientist (network security/cybersecurity)

Job Description:

The Data Engineer will be responsible for designing, implementing, and maintaining the data infrastructure that powers our network security machine learning project. This role involves creating efficient data pipelines, ensuring data quality, and collaborating closely with the Data Scientist Lead and ML/LLM Developer and to support model deployment and operation.

CTC upto 35 LPA

Gurgaon

Chennai

Notice period -0-15 days

Key Responsibilities:

• Design and implement scalable data pipelines for ingesting and processing network security data
• Perform data preprocessing and feature engineering to prepare data for machine learning models
• Set up and manage data storage solutions, including Elasticsearch
• Handle model deployment and implement DevOps practices
• Develop comprehensive testing strategies for data pipelines and deployed models
• Ensure data quality, integrity, and availability for machine learning models
• Collaborate with the team to optimize data flow and model performance

Required Skills:

• Bachelor's or Master's degree in Computer Science, Software Engineering, or related field
• 3-5 years of experience in data engineering
• Strong programming skills in Python
• Expertise in big data technologies (Hadoop, Spark, Hive)
• Proficiency in SQL and experience with various database systems (PostgreSQL, MySQL, MongoDB)
• Experience with data pipeline tools (Apache Airflow)
• Familiarity with Elasticsearch for efficient data storage and retrieval
• Experience with stream processing frameworks (Apache Kafka, Apache Flink)
• Proficiency in version control systems (Git)
• Understanding of data modelling and ETL processes
• Experience with real-time data processing and analytics
• Knowledge of machine learning deployment processes
• Familiarity with network protocols and security concepts
• Experience with containerization and orchestration (Docker, Kubernetes)
• Experience with CI/CD tools (Jenkins, GitLab CI)