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Data Scientist – AI Alerts
Company | Conviva |
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Location | San Mateo, CA, USA |
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Salary | $160000 – $200000 |
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Type | Full-Time |
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Degrees | PhD |
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Experience Level | Mid Level |
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Requirements
- 3+ years of experience in data science, machine learning, or a related field, OR PhD in a related field.
- Strong foundation in machine learning, statistical modeling, and algorithms with experience in predictive modeling and data analysis.
- Proficiency in coding and programming for data science applications (e.g., Python, Scala, or similar languages).
- Ability to develop POC code and implement ML models into scalable solutions.
- Thrive in fast-pace, ambiguous environments and effectively collaborate across teams.
Responsibilities
- Develop and implement machine learning models and statistical methodologies to solve real-world problems in digital performance analytics.
- Support AI initiatives, including designing AI-driven alerts and contributing to AI roadmaps.
- Work with time series data and other complex datasets to develop predictive and anomaly detection models.
- Develop proof-of-concept (POC) code and implement ML solutions that improve product capabilities.
- Process and analyze large-scale data using Ray and Spark.
- Collaborate with cross-functional teams, including engineering and product teams, to integrate models into production systems.
- Stay up to date with industry trends in AI, machine learning, and data science to bring innovative ideas to the team.
Preferred Qualifications
- 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.