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Genworth · 2 months ago

GenAI Machine Learning Ops Engineer

Raleigh, North Carolina

Full-time

Hybrid

Senior Level

5+ years exp

Enact Mortgage Insurance Corporation is a leading publicly traded U.S. private mortgage insurance provider. They are seeking a GenAI Machine Learning Ops Engineer to design, build, and operate the end-to-end platform and pipelines for moving models to production while collaborating with various teams to standardize patterns and ensure model governance.

FinanceFinancial ServicesFinTechInsurance

Comp. & Benefits

H1B Sponsor Likely

Responsibilities

Build repeatable paths from experimentation to deployment (batch, streaming, and low-latency endpoints), including feature engineering, training, evaluation, packaging, and release

Stand up and operate core platform components—model registry, feature store, experiment tracking, artifact stores, and standardized CI/CD for ML

Author robust data/ML pipelines (orchestrated with Step Functions / Airflow / Argo) that train, validate, and release models on schedules or events

Implement end-to-end monitoring, data validation, model/drift checks, and alerting SLA/SLOs

Enforce model/version lineage, reproducibility, approvals, rollback plans, auditability, and cost controls aligned to enterprise policies

Collaborate with on-shore/off-shore teams; coach data scientists on packaging, testing, and performance; contribute to standards and reviews

Provide golden paths, IaC modules, and templates that help DS/DE teams ship safely and quickly (containers, build specs, Git workflows)

Prototype new patterns; troubleshoot production issues across data, model, and infrastructure layers

Qualification

AWS FoundationsML ToolingPythonCI/CDContainerizationPipelines & OrchestrationIaCOperational mindsetClear communicationCollaborative mindset

Required

Bachelor's degree in computer science, information technology, cloud engineering or similar field

5+ years experience with Python (pandas, PySpark, scikit-learn; familiarity with PyTorch/TensorFlow helpful), bash, Make; strong containerization with Docker

5+ years experience with ML Tooling: Experience with SageMaker (training, processing, pipelines, model registry, endpoints) or equivalents (Kubeflow, MLflow/Feast, Vertex, Databricks ML)

5+ years experience with Pipelines & Orchestration: Step Functions, SageMaker Pipelines, event-driven designs with EventBridge/SQS/Kinesis

3+ + years experience with AWS Foundations: ECR/ECS, Lambda, API Gateway, S3, Glue/Athena/EMR, RDS/Aurora (PostgreSQL/MySQL), DynamoDB, CloudWatch, IAM, VPC, WAF

Snowflake Foundations: Warehouses, databases, schemas, stages, Snowflake SQL, RBAC, UDF, Snowpark

3+ years hands on experience with CI/CD: CodeBuild/CodePipeline or GitHub Actions/GitLab; blue/green, canary, and shadow deployments for models and services

Proven experience with feature pipelines for batch/stream, schema management, partitioning, performance tuning; parquet/iceberg best practices

Demonstrated ability to perform unit/integration tests for data and models, contract tests for features, reproducible training; data drift/performance monitoring

Experience with IaC & Platforms: Terraform (preferred), parameterized modules, environment promotion, tagging and cost governance

Demonstrated operational mindset with experience in incident response for model services, SLOs, dashboards, runbooks; strong debugging across data, model, and infra layers

Clear communication, collaborative mindset, and a bias to automate & document

Preferred

Experience adhering to and implementing data security and governance best practices in a highly regulated environment (encryption, RBAC, auditing, regulatory standards – HIPAA, SOC2, etc)

Benefits

Hybrid work schedule (in-office days Tues/Wed/Thurs)

Generous Time Off

40 Hours of Volunteer Time Off

Tuition Reimbursement and Student Loan Repayment

Paid Family Leave and Flexible Spending Accounts

401k with up to 5% employer match

Fitness and Emotional Wellness Reimbursements

Onsite Gym

Company

Genworth

Glassdoor3.9

Genworth is an insurance company that is dedicated to help people secure their financial lives, families, and futures.

Founded in 2004

Richmond, Virginia, USA

1001-5000 employees

https://www.genworth.com

H1B Sponsorship

Genworth has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2022 (1)

2021 (8)

2020 (5)