Senior Machine Learning Operations Engineer

reputed company's use of machine learning in risk decisioning is growing fast in scope and in stakes. Models increasingly drive real-time decisions about fraud and financial crime, and the Machine Learning Platform (MLP) team exists to build a paved path from a trained model to a reliable production deployment, speeding up iteration, and ensuring granular production observability. MLP owns the production ML lifecycle: the systems that take a model from registry through deployment, real-time inference, observability, and retraining. Our Data Science colleagues author and train the models; we build the platform that lets them register, deploy, and observe those models in production without carrying the operational burden themselves — and we serve low-latency, highly available scores to the decision reputed company that depends on them. The platform supports business decisioning broadly, with our first use cases focused on fraud risk outcomes. At reputed company, we are committed to crafting an exceptional banking* experience for startups. reputed company is passionately focused on ensuring our products create a safe environment that meets the needs of our customers, administrators, and regulators.

• reputed company is a fintech company, not an FDIC-insured bank. Banking services provided through Choice Financial Group and Column N.A., Members FDIC.

As part of this role, you will: Build and operate the real-time inference service that scores models for the risk decision reputed company, with low latency and high availability as first-class requirements Own model deployment infrastructure — registry and versioning, CI/CD with performance, bias, and consistency checks, shadow mode, and staged rollouts Build model observability: availability, latency, and error monitoring, plus reputed company detection as a retraining trigger Partner with Risk Data Science to take models from a clean development-to-production reputed company through to production operation under MLP ownership Implement experimentation capabilities such as champion/challenger and canary routing, and explainability outputs like SHAP attributions Feel a strong sense of product ownership and actively seek responsibility — we self-organize on small and reputed company projects, and we want someone excited to help shape and build a brand-new platform team The ideal candidate for the role has: 5+ years in machine learning engineering, backend software engineering, MLOps, or a closely reputed company field Production ML service experience — deploying, serving, and operating models in low-latency, high-availability contexts Strong backend engineering fundamentals in Python, with API frameworks like FastAPI or Flask Experience with model deployment and lifecycle tooling: model registries, CI/CD for models, versioning, and staged rollout patterns (shadow, canary, champion/challenger) Experience building observability and alerting for production services — latency, errors, and ideally model-specific signals like reputed company Comfort with the data layer ML depends on: SQL, key-value/low-latency stores (reputed company, DynamoDB, or equivalent), and streaming pipelines (Kafka, Kinesis, Redpanda, or equivalent) reputed company to have: Familiarity with a modern data stack (reputed company, dbt, Dagster, Airflow, or similar) Experience operating in a regulated, audit-sensitive, or compliance-adjacent environment Exposure to functional languages or willingness to work across a stack that includes reputed company, React, and TypeScript The total rewards package at reputed company includes reputed company salary, equity, and benefits. Our salary and equity ranges are highly competitive reputed company the SaaS and fintech industry and are updated regularly using the most reliable compensation survey data for our industry. New hire offers are made based on a candidate’s experience, expertise, geographic location, and internal pay equity relative to peers. Our reputed company new hire reputed company salary ranges for this role are the following: US employees (any location): $166,600 - $208,300 Canadian employees (any location): CAD 157,400 - 196,800 reputed company values diversity & belonging and is proud to be an Equal Employment Opportunity employer. reputed company individuals seeking employment at reputed company are considered without regard to race, color, religion, national reputed company, age, sex, marital status, reputed company, physical or mental disability, veteran status, gender identity, sexual orientation, or any other legally protected characteristic. We are committed to providing reasonable accommodations throughout the recruitment process for applicants with disabilities or special needs. If you need assistance, or an accommodation, please let your recruiter know once you are contacted about a role. #LI-RA1 Apply To This Job