High-Performance Data Architect
3 weeks ago
We are seeking a highly skilled Data Engineer to join our team at SciTec, a dynamic small business with a mission to deliver advanced sensor data processing technologies and scientific instrumentation capabilities in support of National Security and Defense.
As a member of our Mission Data Processing program, you will design, build, and maintain scalable ETL pipelines for processing terabyte-scale streaming data and architect databases optimized for machine learning on on-premises hardware using open-source software. You should have expertise in data design patterns such as the Medallion Architecture and data lakehouse technologies to ensure efficient and reliable data processing. Additionally, you will bring DevOps expertise for pipeline automation, Infrastructure as Code (IaC) skills with tools like Terraform and Ansible, and a strong understanding of DevSecOps practices for maintaining secure and compliant data workflows.
Key Responsibilities:
- Design and optimize ETL pipelines capable of handling high-throughput, low-latency data ingestion, especially during large data bursts
- Implement robust asynchronous processing systems using ZeroMQ to handle large, serialized Protobuf messages
- Create systems that efficiently process sudden, large volumes of data while maintaining performance
- Design strategies for managing backpressure to prevent system overload during high data volumes
- Develop fault-tolerant systems to safeguard data integrity and maintain reliability
- Set up monitoring and alerting mechanisms for proactive response to sudden data load changes
- Build and sustain high-performance databases on on-premises infrastructure, leveraging MinIO or similar object storage solutions for seamless integration with ML workflows
- Apply and manage data design patterns such as the Medallion Architecture to organize data into Bronze, Silver, and Gold layers
- Deploy Delta Lake solutions to combine the flexibility of data lakes with data warehouse performance
- Implement containerization and orchestration solutions using Docker and Kubernetes, and build CI/CD pipelines for automated ETL workflows
- Implement infrastructure provisioning and deployment automation using Terraform and/or Ansible
- Uphold data governance and security protocols to ensure data integrity and compliance with DoD standards, including vulnerability scans and secure configurations
- Lead the evaluation and adoption of open-source technologies that enhance data engineering capabilities
- Work with subcontractors and DoD organizations across sites, accommodating hardware limitations and ensuring seamless integration
- Maintain comprehensive documentation and train teams on best practices and tools in data engineering
- Lead and provide guidance to developers and engineers on architecture, design, and testing decisions
- Provides thought-leadership and subject matter expertise for data engineering and data pipeline orchestration across the company
- Regularly communicate with customers, present status, and engage in program-level meetings and processes
- Minimum 8 years of experience building and maintaining data pipelines/ETL solutions at scale
- Proficiency in Python, C++, SQL, and RDBMS (PostgreSQL or similar)
- Experience with object storage (e.g., MinIO), Protocol Buffers, and ZeroMQ
- Familiarity with Data Version Control (DVC), Delta Lake, and the Medallion Architecture
- Skilled in Docker, Kubernetes, CI/CD pipelines, and infrastructure automation (Terraform/Ansible)
- Experience with high-throughput, low-latency systems, fault tolerance, and backpressure handling
- Knowledge of data governance, versioning, auditing, rollback, and DevSecOps practices.
- Active DoD Secret Clearance
- Detail Oriented
- Good verbal and written communication skills
- Competitive salary ($141,000-$202,000/year) based on qualifications and experience
- 3% Fully Vested Company 401K Contribution
- 100% company-paid HSA Medical insurance, with a choice of 2 buy-up options
- 80% company-paid Dental insurance
- 100% company-paid Vision insurance
- 100% company-paid Life insurance
- 100% company-paid Long-term Disability insurance
- Short-term Disability insurance
- Annual Profit-Sharing Plan
- Discretionary Performance Bonus
- Paid Parental Leave
- Generous Paid Time Off, including Holiday, Vacation, and Sick Pay
- Flexible Work Hours
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