Conviva · 21 hours ago
Senior Machine Learning Engineer
Foster City, CA
Full-time
Onsite
Senior Level
$180K/yr - $220K/yr
5+ years expConviva is the intelligence layer for digital businesses, turning every consumer interaction into outcome-based intelligence. As a Senior Machine Learning Engineer, you will advance AI initiatives and contribute to the development of the Real-Time Performance Analytics Platform by designing and deploying ML models within product pipelines.
AdvertisingAnalyticsInformation TechnologyMarketingMedia and EntertainmentSocial MediaSoftwareVideoVideo Streaming
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 infrastructure and backend engineers 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
Qualification
Required
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
Proven track record of owning the ML lifecycle: data pipelines, model training, validation, deployment, monitoring, and optimization
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)
Strong cross-functional collaboration skills and a bias toward proactive problem-solving, continuous improvement, and system-level thinking
Preferred
Experience with real-time data processing and analytics
Familiarity with time series analysis and forecasting techniques
Background in building AI-powered alerts, anomaly detection, or similar AI driven applications
Familiarity with cloud-based ML deployment and MLOps best practices
Benefits
Equity
Benefits
Company
Conviva
Conviva is the leading global streaming analytics platform.
201-500 employees
H1B Sponsorship
Conviva has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (2)
2024 (9)
2023 (10)
2022 (1)
2021 (15)
2020 (5)
Funding
Current Stage
Late StageTotal Funding
$110MKey Investors
Notable CapitalPelion Venture Partners
2017-06-15Series Unknown· $40M
2014-03-10Debt Financing· $10M
2012-02-06Series D· $15M
Leadership Team
Hui Zhang
Co-Founder & CEO
Keith Zubchevich
President and Chief Executive Officer
Recent News
New Enterprise Associates
2025-12-26
2025-12-15
Streaming Media Magazine
2025-12-15
Company data provided by crunchbase