[Remote] Senior Machine Learning

Note: The job is a remote job and is open to candidates in USA. NR Consulting is seeking a Senior Machine Learning professional with extensive experience in applied ML engineering. The role involves productionizing models at scale, working with the GCP & Vertex AI ecosystem, and collaborating with cross-functional teams to ensure effective model deployment and communication with stakeholders.Skills5+ years of applied ML engineering experience, with at least 2 years productionizing models at scaleDeep hands-on experience with Vertex AI Model Registry, Vertex AI Pipelines (KFP), Vertex AI Experiments, Vertex AI Feature Store, and Vertex AI WorkbenchStrong regression and anomaly detection skills using gradient boosting (XGBoost, LightGBM, CatBoost), classical statistical methods (IQR, isolation forests, robust z-scores), and deep learning approaches (autoencoders, normalizing flows)Mastery of type-annotated, tested, and packaged Python, alongside libraries like pandas, NumPy, scikit-learn, and the Vertex AI SDKFamiliarity with the KFP DSL for building ML pipelinesIntermediate to advanced SQL skills, including window functions, partitioning, and query optimization, with the ability to read and debug complex BigQuery query plansDeep understanding of CI/CD for ML (GitHub Actions or equivalent), promotion gates, automated evaluation, drift detection, and batch vs. online evaluation workflowsProven background working directly alongside data engineers, software engineers, and business SMEs, rather than working in an isolated research environmentAbility to articulate and defend modeling commitments to customer leadership, including VPs of engineering, data science leads, and domain expertsCompany OverviewNR Consulting is an information technology consulting firm that offers contingent hiring, direct hires, and managed IT services. It was founded in 2017, and is headquartered in Boulder, Colorado, USA, with a workforce of 1001-5000 employees. Its website is https://www.nrconsultingservice.com/.Company H1B SponsorshipNR Consulting has a track record of offering H1B sponsorships, with 1 in 2025, 1 in 2022. Please note that this does not guarantee sponsorship for this specific role.