Senior Security Data Engineer
Clearwater Pune, Maharashtra, India
Computer and Network Security · 201-500 employees
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About the role
The role involves managing high-throughput streaming pipelines for log ingestion and normalizing raw logs into standard schemas. Additionally, it requires implementing cost-effective routing logic and preparing data for AI/ML detection models.
What they look for
Requirements
Candidates must have 5-10 years of experience with proficiency in Python, SQL, and streaming technologies like Kafka. Mastery of log parsing strategies and an understanding of data lake architectures are essential for this position.
Full description
JOB TITLE: Senior Security Data Engineer
CLASSIFICATION: Exempt
Approved by: Jitendra Patil
EXPERIENCE: 5–10 Years
Approved Date:
REPORTS TO: Shivendra Ashish
Revised Dates:
POSITIONS SUPERVISED:
Core Responsibilities:
- Pipeline Management: Maintain high-throughput streaming pipelines to ingest logs from various sources (Firewalls, Cloud, Endpoints) to a central destination.
- Log Normalization: Write parsers to convert raw, messy logs into standard schemas (e.g., OCSF or ECS) for consistent querying.
- Cost Optimization: Implement routing logic to send "high-value" data to the SIEM and "bulk" data to low-cost Object Storage (Data Lake).
- Data Preparation: Clean and structure data to enable AI/ML detection models and advanced analytics.
Must-Have Skills:
- Data Engineering: Proficiency in Python (for ETL) and SQL (for complex querying).
- Streaming Tech: Experience with Message Queues (e.g., Kafka, Pub/Sub) and stream processing concepts.
- Log Handling: Mastery of Regex and log parsing strategies for standard formats (Syslog, CEF, JSON).
- Storage Architecture: Understanding of Data Lake principles (Parquet/Avro formats) vs. Data Warehouses.
Preferred / Nice to Have:
- Experience with Vector Databases for storing embeddings.
- Knowledge of Log Observability/Routing tools (middleware that routes logs).
- Familiarity with Big Data frameworks (e.g., Spark, Flink).
Ability to embrace Clearwater's CLEAR core values (Commitment to Client Success, Lead with Accountability, Integrity & Collaboration, Excellence in All That We Do, Advance Colleague Success, Respect & Transparency) and culture.
Disclaimer: The above statements are intended to describe the general nature and level of work being performed by people assigned to this position. They are not to be construed as an exhaustive list of all responsibilities, duties, and skills required of colleagues in the role. All colleagues may be required to perform duties outside of their normal responsibilities from time to time, as needed.
Clearwater is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. Please inform Clearwater/Redspin’s Recruiting team if you need any assistance completing any forms or to otherwise participating in the application process.
Mental/Physical Requirements: Fast paced environment handling multiple demands. Must be able to exercise appropriate judgment as necessary. Requires a high level of initiative and independence. Excellent written and oral communication skills required. Requires the ability to use a personal computer for extended periods of time.
