About the Role:
The Senior Security Data Engineer will be responsible for designing, building and maintaining robust data pipelines and systems that enhance our security and detection posture. We are looking for an experienced data engineer with a strong understanding of entity and user behavioral analysis, with an interest in hard data science and classical machine learning methods.
Key Responsibilities:
* Design and implement efficient and scalable data pipelines that process security-related data, ensuring integrity and availability.
* Collaborate with security, fraud and abuse teams to integrate data sources relevant to threat detection, incident response and compliance monitoring.
* Propose and participate in experiments to explore how we might better unmask attackers in our systems, both in heuristic detections and unattended learning pipelines.
* Create and maintain data models that support our security analytics and reporting needs. Optimize queries for performance and usability.
* Develop automation tools to enhance our security data management and support data collection, analysis and reporting processes.
* Stay current with the latest trends and advancements in data engineering and security to ensure our strategies remain cutting-edge.
Requirements:
* 5+ years of experience in data engineering, with a strong focus on security data.
* Proven experience building and maintaining large-scale data pipelines and systems.
* Proficiency in Python and SQL.
* Proficiency in Linux system administration and shell scripting.
* Strong understanding of data warehousing solutions (e.g. Athena, Google BigQuery).
* Familiarity with ETL tools (e.g. Apache Spark) and data integration techniques.
* Knowledge of security frameworks and standards, such as NIST, ISO or CIS.
* Experience with AI/ML libraries and frameworks (e.g. TensorFlow, PyTorch, scikit-learn etc.) for data analysis and modeling.
* Experience with Cloud platforms, specifically AWS, and its services.
Desirable Skills:
* Analytical Mindset: Ability to analyze complex data and draw actionable insights related to security risks and vulnerabilities.
* Communication Skills: Excellent written and verbal communication skills, with the ability to convey complex concepts to both technical and non-technical audiences.
* Independent Mindset: Ability to self-direct towards the solution to problems. Asynchronous collaboration through logging and documentation is a must.
We Offer:
* A competitive salary and benefits package.
* The opportunity to work on challenging projects and contribute to the development of our security capabilities.
* A dynamic and supportive team environment.
* The chance to develop your skills and expertise in a rapidly evolving field.
About Us:
We are a technology company that specializes in providing innovative solutions for restaurants and other foodservice businesses. Our mission is to empower the restaurant community by providing them with the tools and resources they need to succeed.