Apply on Employer Site

Stage 4 Solutions · 12 hours ago

Senior Machine Learning Engineer – Capacity Forecasting (Remote)

United States

Contract

Remote

Senior Level, Lead/Staff

$120/hr - $125/hr

8+ years exp

Stage 4 Solutions is a large, global B2B high-tech company looking for a Senior Machine Learning Engineer. In this role, you will design and implement advanced AI/ML-driven forecasting models to predict infrastructure demand across hybrid environments and collaborate with various teams to build scalable solutions.

AdvertisingConsultingManagement ConsultingMarketing

Growth Opportunities

Responsibilities

Develop and deploy AI/ML forecasting models for long-range demand and supply planning

Enhance accuracy by incorporating multi-metric inputs and hybrid cloud strategies

Apply advanced techniques: ARIMA, Bayesian models, RNN, LSTM, and hybrid AI approaches

Build POCs parallel to existing models to validate AI-driven forecasting improvements

Segment customers using ML for tailored capacity solutions

Run scenario-based forecasts to optimize scaling and utilization across service tiers

Collaborate with hardware, infrastructure, and cloud analytics teams to create capacity roadmaps

Automate workflows for forecasting, reporting, and analytics pipelines

Own the end-to-end delivery of ML solutions: design, implementation, testing, and deployment

Provide insights and reports to leadership on forecast variability and model performance

Qualification

AI/ML forecasting modelsPython programmingTensorFlowTime-series modelingJava programmingData visualizationHigh-performance algorithmsAnalytical skillsCommunication skillsCross-functional collaboration