Senior Data Scientist

As a Senior Data Scientist at Plume, you lead and develop machine learning and LLM projects that power the world's first open, hardware-independent service delivery platform for smart homes and enterprises. You work with network and device telemetry at massive scale, serving over 60 million locations globally, and collaborate closely with engineering and product teams to deliver models that drive real business impact.

What you'll do

• Lead, develop, maintain and improve ML/LLM projects and other automations
• Manipulate, clean, and transform large-scale datasets of network and device telemetry for modeling and analysis
• Design and implement feature engineering strategies that enhance model accuracy, interpretability, and robustness
• Use SQL and Python (Pandas, NumPy, Scikit-learn, etc.) to explore data, build analytical pipelines, and deliver reproducible results
• Translate product or business needs into well-scoped analytical tasks and model development plans
• Build and evaluate machine learning models for anomaly detection, forecasting, and optimization
• Collaborate closely with engineering and product teams to integrate models into production systems and monitor their performance
• Balance experimentation with execution, delivering insights and models efficiently under tight schedules
• Contribute to MLOps workflows for model deployment, validation, and monitoring

What you bring

• Experience in leading, developing and owning AI projects
• Strong experience in ML/LLM techniques and implementation
• Strong programming skills in Python and experience with core data science libraries (Pandas, NumPy, Scikit-learn)
• Solid SQL skills for querying, aggregating, and joining complex datasets
• Proven experience transforming messy, high-volume data into structured, high-quality inputs for modeling
• Deep understanding of feature extraction, selection, and transformation for predictive modeling
• Strong grasp of statistics, probability, and applied machine learning
• Ability to understand requirements, scope solutions, and deliver high-quality results on tight timelines
• Excellent communication and teamwork skills across engineering, product, and data functions
• Experience in AWS cloud services (Sagemaker, S3, etc.)

About Plume

Plume is the creator of the only open, hardware-independent, cloud-controlled experience platform for ISPs and their subscribers, partnering with over 400 ISP customers including Charter, Liberty Global, and J:COM. Using OpenSync, the most widely supported open-source, silicon-to-cloud framework for smart spaces, Plume's software-defined network allows ISPs to decouple their service offerings from hardware and rapidly deliver new services over a multi-vendor, open-platform architecture.