Principal Architect III

About the position

The Principal Architect III - Telemetry & ML is a senior role focused on designing, developing, and implementing telemetry solutions and AI/ML architectures. This position is critical for driving innovation and optimizing performance through advanced data analytics and real-time telemetry data. The successful candidate will collaborate with cross-functional teams to create next-generation AI/ML-driven products and services, ensuring operational excellence and scalability.

Responsibilities

• Lead the design and implementation of scalable telemetry systems and AI/ML infrastructure.
• Collaborate with data scientists and engineers to integrate AI/ML models into software systems.
• Design software systems for real-time telemetry data collection, processing, and analysis, ensuring scalability, security, and efficiency.
• Develop frameworks to monitor and optimize the performance of AI/ML models in production using real-time data.
• Architect solutions that leverage time-series databases to handle large-scale, high-frequency telemetry data and feed it into AI/ML models.
• Architect and implement end-to-end telemetry systems to capture and analyze large-scale, real-time data from distributed systems.
• Build and maintain data pipelines that support the collection, processing, and storage of telemetry data for AI/ML model training and monitoring.
• Design and optimize data storage using time-series databases for AI/ML workloads.
• Enable predictive analytics through data-driven insights from telemetry systems and ensure data integrity for AI/ML applications.
• Implement and configure Grafana for real-time monitoring and visualization of telemetry data.
• Develop tools and processes to automate the deployment of machine learning models in production environments.
• Implement monitoring and alerting systems to track the performance and accuracy of AI/ML models.
• Utilize monitoring tools to ensure visibility into model performance, system health, and real-time telemetry data.
• Lead the implementation of event management frameworks to handle telemetry-driven alerts and events.
• Leverage event management platforms to automate and streamline the detection, response, and resolution of telemetry or model-related issues.
• Develop proactive event management systems to identify anomalies and improve incident response time.
• Work with software engineers to integrate AI/ML models and telemetry data into existing applications.

Requirements

• 10+ years of cumulative experience with system installation, configuration, operations, software development, and/or database development.
• BA/BS in Information Technology, Computer Science, MIS or equivalent combination of education and experience.
• Expert knowledge of software development and delivery, including cloud computing, containerization, high-availability, mobile apps, big data, and AI/ML.
• Proven analytical skills to solve complex technology and business problems.
• Effective written, verbal, and presentation skills to all levels in the organization.

Nice-to-haves

• Experience with event management tools for incident response.
• Familiarity with Grafana for telemetry data visualization.
• Knowledge of additional programming languages such as Go.

Benefits

• Opportunities for advancement
• Work from home options
• Comprehensive pay and benefits package