Staff Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Data Scientist (AI): Building and deploying advanced machine learning models for broadband telemetry and subscriber analytics with an accent on time-series forecasting, anomaly detection, and production-grade AI pipelines. Focus on translating complex network data into actionable insights for the cloud platform to improve subscriber quality of experience.
Location: Remote (USA, Canada)
Salary: $136,000–$265,700
Company
provides a cloud-first, AI-powered platform that enables communication service providers to simplify operations and deliver superior subscriber experiences.
What you will do
- Develop and validate ML models for churn prevention, anomaly detection, and network performance forecasting.
- Collaborate with engineering teams to integrate ML models into scalable, cloud-native analytics pipelines.
- Perform exploratory data analysis and feature engineering on massive broadband telemetry datasets.
- Design experiments to evaluate the business impact of analytics on subscriber experience and network health.
- Deploy models into production and maintain them using MLOps best practices.
- Communicate technical insights clearly to stakeholders through dashboards and presentations.
Requirements
- PhD in Data Science or Computer Science required.
- Minimum 5 years of professional experience in data science or machine learning.
- Strong proficiency in Python (NumPy, pandas, SciPy, scikit-learn) and SQL.
- Deep understanding of statistics, probability, and linear algebra.
- Experience analyzing large-scale time-series, telemetry, or network-level datasets.
- Ability to write clean, maintainable, and production-ready code.
Nice to have
- Experience with broadband access technologies such as Fiber, PON, or DOCSIS.
- Familiarity with cloud-native platforms like AWS, GCP, or Azure.
- Background in MLOps, CI/CD, and model lifecycle management.
- Applied research in anomaly detection, network intelligence, or forecasting.
Culture & Benefits
- Comprehensive benefits package including health, dental, and vision insurance.
- Participation in bonus programs.
- Opportunities to drive innovation in a high-impact, industry-transforming environment.
- Focus on professional growth and research-to-production career path.
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