RandomTrees ยท 3 days ago
Data Scientist
San Francisco Bay Area
Contract
Onsite
Mid LevelRandomTrees is focused on leveraging data to drive marketing insights, and they are seeking a Data Scientist to design and implement models for opportunity scanning and anomaly detection. The role involves partnering with various teams to operationalize insights into actionable marketing strategies and workflows.
Artificial Intelligence (AI)Information Technology
Hiring Manager
Sanchana Murali
Responsibilities
Design and productionize models for opportunity scanning, anomaly detection, and significant change detection across CRM, streaming, ecommerce, and social data
Define and tune alerting logic (thresholds, SLOs, precision/recall) to minimize noise while surfacing high-value marketing actions
Partner with marketing, product, and data engineering to operationalize insights into campaigns, playbooks, and automated workflows, with clear monitoring and experimentation
Qualification
Required
Strong proficiency in Python (pandas, NumPy, scikit-learn; plus experience with PySpark or similar for large-scale data) and SQL on modern warehouses (e.g., BigQuery, Snowflake, Redshift)
Hands-on experience with time-series modeling and anomaly / changepoint / significant-movement detection (e.g., STL decomposition, EWMA/CUSUM, Bayesian/prophet-style models, isolation forests, robust statistics)
Experience building and deploying production ML pipelines (batch and/or streaming), including feature engineering, model training, CI/CD, and monitoring for performance and data drift
Solid background in statistics and experimentation: hypothesis testing, power analysis, A/B testing frameworks, uplift/propensity modeling, and basic causal inference techniques
Familiarity with cloud platforms (GCP/AWS/Azure), orchestration tools (e.g., Airflow/Prefect), and dashboarding/visualization tools to expose alerts and model outputs to business users
Company
RandomTrees
RandomTrees provide enterprise artificial intelligence solutions.
Founded in 2017
201-500 employees
H1B Sponsorship
RandomTrees 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 (9)
2024 (14)
2023 (3)
2022 (2)
2021 (2)
Funding
Current Stage
Growth StageCompany data provided by crunchbase