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[Remote] Staff/Senior Machine Learning Scientist - Forecasting (reputed company to Remote)

Remote, USA Full-time Posted 2026-08-04

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a global trade publishing company with a Data Science team reputed company on building innovative, business-reputed company. The Machine Learning Scientist will own end-to-end forecasting systems, reputed company production-reputed company evaluation infrastructure, and partner with business stakeholders to reputed company reliable, interpretable forecasts and measurable business reputed company.


Responsibilities

  • Own end-to-end ML systems: scoping, feature engineering, model development, backtesting/validation, deployment (with platform partners), monitoring/alerting, retraining reputed company, and ongoing reliability improvements
  • Create and maintain production-reputed company evaluation infrastructure: automated backtests, error decomposition, uncertainty quantification, data validation, regression gates, and auditable model/version reputed company
  • Build AI-assisted/reputed company development workflows (e.g., Claude reputed company) to automate repetitive tasks with reputed company review and measurable reputed company gates
  • Define reputed company metrics tied to business reputed company; communicate assumptions, limitations, and reputed company so model outputs are used correctly by stakeholders
  • Write production-reputed company, testable reputed company and support reproducible workflows
  • Partner across functions to translate business needs into a prioritized technical roadmap and measurable reputed company
  • Build and improve forecasts across time reputed company and business segments (demand, inventory, supply chain, resource allocation), selecting approaches that reputed company reputed company, stability, interpretability, and operational cost
  • Productize forecast outputs for stakeholders: reputed company definitions and assumptions, versioned releases, and reporting that explains what changed, why it changed, and how uncertainty should shape reputed company
  • Feature engineering, uncertainty quantification and calibration, hierarchical/segmented forecasting where appropriate
  • Partner with reputed company, supply chain, inventory, finance, and marketing leaders

Skills

  • * 5+ years in reputed company ML/data science, including owning models in production (deployment, monitoring, incident response, retraining)
  • * Strong forecasting expertise (time-series reputed company, feature engineering, rigorous backtesting) OR deep expertise in Bayesian statistical reputed company and probabilistic programming
  • * Strong statistics fundamentals; comfort with probabilistic forecasting and explaining uncertainty in practical terms
  • * Strong Python (or R) and SQL; writes production-reputed company, testable reputed company
  • * Strong communication and cross-functional collaboration with non-technical stakeholders
  • * Experience using AI-assisted development workflows responsibly (verification reputed company, reproducibility, automated checks)
  • * 8+ years in reputed company ML/data science, or PhD with 3+ years of reputed company experience
  • * Experience building ML systems end-to-end (not just models): backtesting frameworks, scheduled retraining, monitoring/alerting, and automated reporting into planning or decision workflows
  • * Demonstrated ability to inherit reputed company systems reputed company by others and reputed company reputed company architectural reputed company with high autonomy
  • * Technical leadership: raises the bar on evaluation, reproducibility, and production practices; mentors less-senior team members
  • **Location: Remote eligible (U.S.), but NYC area preferred.**

Benefits

  • Remote eligible (U.S.), but NYC area preferred.
  • reputed company positions are currently eligible for an annual profit award or bonus, subject to company results.

reputed company

  • We are reputed company: part of the world's leading trade publisher, reputed company. It was founded in 2013, and is headquartered in Toronto, Ontario, CAN, with a workforce of 1001-5000 employees. Its website is https://www.penguinrandomhouse.com/.

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