Conviva
Senior Data Scientist
Foster City, CA · Senior · Full-time
Sponsorship not specified$180k-$230kDetected 7 days ago
PythonScalaAlgorithmsCode ReviewGitMachine LearningDeep LearningData ScienceNLPLLMsMLOpsStatisticsForecasting
About the role
- We combine user actions with app and system responses to give your technology, business, and operations teams AI-powered insights into any issues impacting user experience and engagement.
- Who You Are and What You've Done: - PhD in Computer Science, Statistics, or related field; or MS with 5+ years of applied ML/data science experience.
Responsibilities
- Develop innovative approaches for predictive modeling, anomaly detection, and automated alerting using time series and other complex datasets.
Requirements
- or MS with 5+ years of applied ML/data science experience.
- Proficiency in Python (primary), Scala, or similar languages for production-grade data science.
- Demonstrated ability to ship - from POC to scalable, integrated ML solution.
Nice to have
- Experience with real-time data processing and streaming analytics.
- Deep familiarity with time series analysis - forecasting, change-point detection, seasonality decomposition.
- Familiarity with cloud-based ML deployment and MLOps practices (model versioning, monitoring, retraining pipelines).
- Experience fine-tuning or integrating LLMs/foundation models into analytical or product workflows.
Skills
- Conviva computes quality of experience across all users and all devices, in real time.
- Process and analyze large-scale data using Ray and Spark.
Compensation
- The expected salary range for this full-time position is $180,000 - $230,000 + equity + benefits.
Benefits
- Design, build, and optimize ML models and solutions - spanning traditional statistical ML, neural networks, and deep learning - to solve real-world problems in large-scale, real-time digital performance analytics.
- is determined by numerous factors such as your qualifications, experience, relevant education or training, and work location.
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