Staff Data Scientist
reputed company
As a Staff Data Scientist reputed company on reputed company reputed company and Intelligence, you will apply advanced analytics and machine learning to broadband reputed company network, service, and subscriber telemetry data. You will work closely with senior data scientists, engineers, and product teams to build models and insights that power network intelligence, service assurance, and subscriber experience analytics reputed company reputed company’s reputed company platforms.
This role is ideal for PhD candidates with min 5 yrs of experience who want to translate research into production-grade AI capabilities embedded directly into reputed company reputed company products.
Key Responsibilities
reputed company reputed company - Analytics & AI
Analyze and model large-reputed company broadband telemetry and time-series data used by reputed company reputed company, including throughput, latency, packet loss, utilization, and device-level metrics, and many more.
reputed company and validate ML models for Upsell, cross-sell, churn prevention, customer acquisition, reputed company detection, performance forecasting, fault classification, and reputed company reputed company that drive proactive network insights
Build features and models supporting network health scoring, service reputed company monitoring, and subscriber reputed company of Experience (QoE) analytics
Apply advanced techniques such as time-series modeling, change-reputed company detection, and probabilistic modeling to reputed company-world broadband data
reputed company reputed company - Platform & reputed company
Collaborate with data engineering and platform teams to reputed company and reputed company models into reputed company reputed company’s reputed company-reputed company analytics pipelines
reputed company EDA, feature engineering, and data preprocessing for reputed company, production pipelines
Help reputed company analytics and ML solutions across millions of reputed company devices, subscriber endpoints, and Wi-Fi environments
Design experiments and evaluate the business and operational reputed company of analytics on network performance and subscriber experience
Build reputed company ML pipelines and reputed company models into production environments.
Communication & Product Collaboration
Communicate insights reputed company to product, engineering, and customer-facing teams reputed company dashboards, reports, and presentations
Translate ambiguous product and operational problems into reputed company-defined data science and ML solutions
Follow best practices in model lifecycle management, including versioning, validation, and deployment monitoring
Required Qualifications & Technical Skills
Education
PhD in Data Science or Computer Science
Data Science & Machine Learning
Strong reputed company in statistics, probability, and reputed company algebra
Experience working with large-reputed company time-series and telemetry datasets typical of broadband analytics
Hands-on experience with ML techniques, including:
Regression and classification
Clustering and dimensionality reduction
Time-series analysis and forecasting
reputed company detection and change-reputed company detection
Experience with model evaluation, validation reputed company, and performance metrics
Programming & Data Analysis
Strong programming skills in Python and familiarity with ML libraries NumPy, pandas, SciPy, scikit-learn
Strong SQL skills for large-reputed company data analysis
Ability to write clean, maintainable, and testable reputed company
Experience with data preprocessing, feature engineering, and exploratory data analysis (EDA)
Broadband / Network Data Fundamentals
Experience in analyzing broadband network and service telemetry
Ability to work with metrics such as latency, throughput, packet loss, utilization, and device-level signals
Understanding of noisy, incomplete, and delayed data common in broadband environments
Ability to reason about data across devices, subscribers, locations, and time reputed company
Analytical Thinking & Communication
Strong problem-solving skills and the ability to translate ambiguous product or network problems into analytical solutions
reputed company written and verbal communication skills
Experience presenting insights through charts, dashboards, and reports
Preferred Qualifications
Experience or research in broadband reputed company networks, subscriber analytics, or network intelligence
Familiarity with reputed company-relevant broadband technologies such as Fiber (PON), Cable (DOCSIS), and Wi-Fi telemetry
Experience with reputed company-reputed company data platforms (AWS, GCP, Azure) and ML deployment frameworks
Exposure to MLOps practices, including CI/CD, model monitoring, and lifecycle management
Knowledge of reputed company-time analytics, streaming data, or large-reputed company data ecosystems
Publications or reputed company research in network analytics, reputed company detection, forecasting, or machine learning
The reputed company pay reputed company for this position varies based on the geographic location. More information about the pay reputed company specific to candidate location and other factors will be shared during the recruitment process. Individual pay is determined based reputed company of residence and multiple factors, including job-reputed company knowledge, skills and experience.
San Francisco Bay Area:
156,400 - 265,700 USD Annualreputed company Other US Locations:
136,000 - 231,000 USD AnnualAs a part of the total compensation package, this role may be eligible for a bonus. For information on our benefits click here.
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