Machine Learning Engineer jobs in United States
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Provenir · 2 weeks ago

Machine Learning Engineer

positionUnited States
timeFull-time
remoteRemote
seniorityMid Level

Provenir is a global fintech company that empowers businesses to create digital-first decisioning solutions. They are seeking a highly skilled Machine Learning Engineer to design, develop, and deploy machine learning models and AI systems that solve real-world problems.

AnalyticsBankingCredit CardsData IntegrationData VisualizationFinTechPredictive AnalyticsReal TimeSoftware
badNo H1Bnote

Responsibilities

Designing and developing APIs and reusable components for ML and GenAI deployment
Building and scaling ML/GenAI pipelines on AWS (Bedrock, SageMaker, Step Functions, Argo, Kubeflow on EKS)
Productionising LLMs, generative AI applications, and predictive models on Amazon Bedrock
Developing and integrating AI Agents with frameworks like LangChain for orchestration and tool use
Writing robust, testable, and maintainable Python code for backend services, SDKs, and ML workflows
Packaging and deploying containerized services on Kubernetes (EKS) with attention to scalability, resilience, and observability
Working in a modern MLOps environment with CI/CD, monitoring, and version control best practices
Supporting and maintaining cloud-native SaaS solutions at scale on AWS

Qualification

PythonMachine LearningAWS servicesKubernetesCI/CD pipelinesGenerative AI frameworksObject-oriented programmingContainerizationMLOps practicesSoft skills

Required

Strong Python development skills, including experience with modern frameworks and testing practices
Proven ability to take ML/LLM models from prototype to production in containerized, cloud-native environments
Hands-on experience with deploying and managing services on Kubernetes (EKS) and Docker-based workflows
Expertise with AWS services: Bedrock, SageMaker, Lambda, EKS, S3, IAM, CloudWatch
Familiarity with Generative AI frameworks (LangChain, LlamaIndex) and Agent development (tool integration, RAG workflows)
Knowledge of vector databases and embeddings (e.g., Pinecone, FAISS, OpenSearch)
Experience with CI/CD pipelines and Infrastructure as Code (Terraform, CloudFormation)
Solid foundation in object-oriented programming with a language such as Java, C#, or C++ (in addition to Python)
Understanding of MLOps practices including monitoring, logging, scaling, and secure deployment in production

Preferred

FastAPI
GitHub Actions

Benefits

Comprehensive health and wellness plans
Paid time off
Company holidays
Flexible and remote-friendly opportunities
Maternity/paternity leave

Company

Provenir

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A Software Company that Helps Financial institutions automate loan origination, Credit risk analysis, Merchant onboarding and KYC
dateFounded in 2004
location
Parsippany, New Jersey, USA
people-size201-500 employees
web-link
http://www.provenir.com/

Funding

Current Stage
Growth Stage

Leadership Team

L
Lawrence Smith
Founder - CEO
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Andres Elizondo
Group CFO
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Recent News

Finovate
Finovate Global Netherlands: Insurtech, SME Financing, and Digital Banking
2025-10-04
PR Newswire
Financial Institution Türk Ekonomi Bankası to Deploy Provenir's AI Decisioning Platform
2025-09-30
Financial IT
Financial Institution Türk Ekonomi Bankası To Deploy Provenir’s AI Decisioning Platform
2025-09-30
Company data provided by crunchbase