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RTX · 23 hours ago

Machine Learning Engineer

Farmington, CT

Full-time

Hybrid

Mid, Senior Level

$124K/yr - $250K/yr

7+ years exp

RTX Corporation is an Aerospace and Defense company that provides advanced systems and services for commercial, military and government customers worldwide. The Machine Learning Engineer designs and implements automation, observability, and lifecycle management pipelines for AI and machine learning applications, ensuring that models and AI services operate reliably and securely across RTX environments.

AerospaceManufacturingSecuritySensorTelecommunications

No H1B

U.S. Citizen Only

Responsibilities

Build and maintain CI/CD pipelines for AI model deployment and lifecycle management

Automate monitoring and telemetry for AI services using OpenTelemetry, MLflow, and Databricks

Productionize proof-of-concept (POC) code and integrate it into production systems

Implement access controls, cost tracking, and policy-as-code checks for production AI workloads

Develop dashboards and automated alerts to monitor system health, latency, and model performance

Collaborate with Platform and Applied AI Engineers to build reliable, high-performance production services and embed observability and governance into production pipelines

Ensure reproducibility, observability, and compliance of AI workflows across environments

Design and build scalable production pipelines that are highly performant, cost-efficient, and production-ready, ensuring seamless integration with existing systems and workflows

Continuously optimize infrastructure and workflows to support scaling of AI applications in dynamic enterprise settings

Qualification

PythonSQLDevOpsAI monitoringContainersCloud infrastructureProduction pipelinesPolicy-as-codeGovernance automationResponsible AI practicesModel versioningAuditability

Required

Typically requires a University Degree or equivalent experience and minimum 10 years prior relevant experience, or an Advanced Degree in a related field and minimum 7 years experience

Python & SQL for data and automation; ML lifecycle tools

DevOps, observability, and AI monitoring

Containers, cloud infrastructure, and production pipelines

Preferred

Experience with policy-as-code or governance automation frameworks (Open Policy Agent or equivalent)

Background in regulated environments (aerospace, defense, finance, or healthcare)

Understanding of Responsible AI practices, model versioning, and auditability

Benefits

Healthcare

Wellness

Retirement and work/life benefits

Parental (including paternal) leave

Flexible work schedules

Achievement awards

Educational assistance

Child/adult backup care

Medical

Dental

Vision

Life insurance

Short-term disability

Long-term disability

401(k) match

Flexible spending accounts

Employee assistance program

Employee Scholar Program

Paid time off

Holidays

Company

RTX

Glassdoor3.8

RTX is comprised of three market-leading businesses – Collins Aerospace, Pratt & Whitney and Raytheon – working as one to answer the biggest questions and solve the hardest problems in aerospace and defense.

Founded in 1922

Arlington, Virginia, USA

10001+ employees