Conviva is looking to advance its AI initiatives and develop its Real-Time Performance Analytics Platform.
Requirements
- PhD in Computer Science, Machine Learning, or a related technical field; OR a Master’s degree in Computer Science or Machine Learning with 2+ years of experience in machine learning engineering or a related field.
- Strong software engineering background with 5+ years of experience and proficiency in modern languages like Python, Rust, Java, or Scala.
- Experience with big data frameworks (e.g., RAY, Spark, Flink) and ML infrastructure (e.g., MLflow, Kubeflow, or custom pipelines).
- Experience with real-time data processing and analytics (preferred).
- Familiarity with time series analysis and forecasting techniques (preferred).
- Background in building AI-powered alerts, anomaly detection, or similar AI driven applications (preferred).
- Familiarity with cloud-based ML deployment and MLOps best practices (preferred).
Responsibilities
- Design, develop, and deploy machine learning models that power AI-based features across a large-scale data analytics platform.
- Own ML systems end-to-end, from data ingestion and feature engineering to training, deployment, monitoring, and iteration in production environments.
- Build and maintain ML infrastructure and MLOps pipelines for scalable, repeatable model development and deployment.
- Collaborate with data engineers, backend developers, and product teams to ensure ML solutions are aligned with platform performance and user needs.
- Continuously evaluate model performance using robust testing, monitoring, and alerting systems for data and model drift.
- Identify opportunities to improve system robustness and proactively detect data, device, or user level anomalies through intelligent alert mechanisms.
- Drive technical decisions, code quality, and best practices for ML engineering within a small, high-impact team.
Other
- Strong cross-functional collaboration skills and a bias toward proactive problem-solving, continuous improvement, and system-level thinking.
- Privately held, Conviva is headquartered in Silicon Valley, California with offices and people around the globe.
