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Added 1 min ago
Staff Software Development Engineer - Digital
CVS Health
Work at Home, TX
CVS Health is seeking a Staff Software Development Engineer to lead the design and delivery of Provider facing scalable, high-impact software solutions supporting enterprise healthcare…
Added 1 min ago
Cloud / SRE Engineer
Noblis
Atlantic City, NJ
Proficiency in a language suited for high-throughput systems, such as Java, Go, Python, or .NET for backend development
Added 5 mins ago
AI Engineer
Medecins Sans Frontieres (Doctors Without Borders) - United States
NY
In collaboration with leadership and other stakeholders, the AI Engineer will provide technical recommendations on AI priorities, risks, architecture, and implementation options. The role…
Added 5 mins ago
ETL Developer - Data Engineer
Charles Schwab
Southlake, TX
…BigQuery, Teradata, Informatica, and Hadoop. You will design, development and implement enterprise data integration solutions with opportunities to grow in responsibility, work on exciting…
Added 5 mins ago
Firmware Engineer
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Chino, CA
Hands-on experience with FPGA development using Verilog/VHDL, including design, simulation, debugging, and hardware integration, or equivalent FPGA development experience on processor–FPGA…
Added 6 mins ago
Dry/Plasma Etch GaN Process Development Engineer - 25017639 - Sherman
TEXAS INSTRUMENTS INCORPORATED
Sherman, TX
Dry/Plasma Etch GaN Process Development Engineer (SM1) Job Identification: 25017639 We are seeking a highly motivatedAdvanced GaN Process Development Engineerto join our Plasma Etch Process…
Added 7 mins ago
Foundry PDK / Collateral Integration Engineer (CAD/EDA)
Micron Technology, Inc.
Richardson, TX
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Lead Software Engineer Developer - DevSecOps
The Boeing Company
Richardson, TX
…and software engineering activities across the full software development lifecycle, including design, development, integration, automated testing, security validation, deployment, and…
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Senior Application Security Engineer AI Focused
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Plano, TX
- $65 to $75 USD / hour
We are seeking an experienced Application Security Engineer to join a newly formed team building a next-generation casino management platform. This role sits at the intersection of…
Added 7 mins ago
Lead Software Platform Engineer - Python
Toyota
Plano, TX
Toyota Financial Services is seeking a motivated Lead Software Platform Engineer - Python with strong expertise in Python, FastAPI, and AWS MWAA ( Amazon Managed Workflows for Apache…
Added 8 mins ago
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Sr Full Stack Engineer
TEKsystems
Dallas, TX
- $55 to $60 USD / hour
…scalability across lending platforms. We are seeking a Full Stack Engineer to join a Lending technology team responsible for modernizing document processing and servicing applications. This…
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Design Manager - Healthcare
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Atlanta, GA · Charlotte, NC
Added 9 mins ago
Instrumentation & Controls Engineer
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Houston, TX · Oakland, CA · Reno, NV
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Added 9 mins ago
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Java / Spring Boot SDET - 12 Month Contract W/ Fortune 10 Client
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Austin, TX
- $50 to $55 USD / hour
Software Development Engineer in Test (SDET) - Java
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Cloud Engineer / DevSecOps / CI-CD
Halvik
McLean, VA
- $145,000 to $170,000 USD / year
Halvik is seeking a Cloud Engineer / DevSecOps / CI-CD professional to support the U.S. Department of Transportation (DOT) Office of the Chief Digital & Information Officer (OCDIO) Digital…
Added 9 mins ago
Technical Fellow - B2B Integration (ATS / HRIS / Enterprise)
Indeed
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AI Engineer
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Schwab Technology Services (STS) is investing in the integration of AI capabilities across the Software Development Life Cycle, and the AI Engineer (individual contributor) offers a unique…
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DevSecOps Integration Engineer
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Syms Strategic Group (SSG) is seeking a talented DevSecOps Integration Engineer
Added 10 mins ago
Software Engineer Lead - Mortgage Platforms
United Services Automobile Asn
United States
8 years of software development experience demonstrating deep technical expertise in enterprise platform engineering and systems integration, including 2 years of demonstrated technical…
Added 11 mins ago
WI
Senior Software Engineer
Walmart Inc.
Sunnyvale, CA
- $150,080 to $234,000 USD / year
…high-scalability needs. Assist in the selection of appropriate languages, development standards and tools for software coding/configuration. Take initiative to learn the fundamentals of…
Added 11 mins ago
WI
Software Engineer III
Walmart Inc.
Sunnyvale, CA
- $187,075 to $234,000 USD / year
Duties: Demonstrates up-to-date expertise and applies this to the development, execution, and improvement of software engineering plans; supporting and aligning efforts to meet customer and…
Added 11 mins ago
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Staff Software Engineer
Walmart Inc.
Sunnyvale, CA
- $185,587 to $286,000 USD / year
…automation of repetitive and routine tasks in CI/CD (Continuous Integration/Continuous Delivery), testing, or any other process across the domain. Translate customer requirements into test…
Added 11 mins ago
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Staff Data Engineer
Sam's West, Inc.
Sunnyvale, CA
- $212,326 to $286,000 USD / year
…the infrastructure required for optimal transformation and integration from a wide variety of data sources using appropriate data integration technologies. Uses modern tools, techniques,…
Added 11 mins ago
WI
Staff Software Engineer
Walmart Inc.
Sunnyvale, CA
- $150,080 to $286,000 USD / year
…automation of repetitive and routine tasks in CI/CD (Continuous Integration/Continuous Delivery), testing, or any other process across the domain. Translate customer requirements into test…
Added 11 mins ago
WI
Senior Software Engineer
Walmart Inc.
Sunnyvale, CA
- $187,075 to $234,000 USD / year
…high-scalability needs. Assist in the selection of appropriate languages, development standards and tools for software coding/configuration. Take initiative to learn the fundamentals of…

INSPYR Solutions

AI / ML Engineer

Brentwood, TN, United States

Remote

$70 to $80 USD / hour

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Job details

Pay: $70 to $80 USD / hour
Workplace: Remote
Apply by: Nov 28, 2026
Posting language: English
Posted: Oct 29, 2026

Original job description

Title: AI / ML Engineer

Location: Remote

Duration: 12+ month contract

Compensation: $70 to $80 per hour W2.

Work Requirements: U.S. Citizen, GC Holders, or Authorized to Work in the U.S.

Senior AI and ML Engineer

Serve as the primary technical resource for production generative AI and machine learning operations. This single individual-contributor position combines LLM gateway and retrieval support with model deployment, inference, evaluation and pipeline operations. Restore service, maintain output quality, improve monitoring and release controls, and automate recurring operational tasks across both areas.

The role requires demonstrated production experience in both generative AI and conventional machine learning, strong troubleshooting judgment and the ability to prioritize competing demands. Work closely with application, data, cloud and model owners to resolve incidents and deliver sustainable operational improvements. Technology environment

Python, SQL, Azure Foundry/Azure OpenAI and other LLM provider APIs, Azure AI Search, Databricks, Snowflake, AKS and Azure App Service. Supporting dependencies may include Redis, Couchbase, Oracle and Azure Blob. Git, CI/CD and observability tools support release and operational workflows. Application-specific gateways, model frameworks and configurations are learned during onboarding.

Key responsibilities

Provide Level 2/Level 3 support through ServiceNow. Assess business impact, diagnose incidents, coordinate recovery and escalation, and document root causes, workarounds and corrective actions.
Troubleshoot LLM gateways and provider integrations, including authentication, quotas, rate limits, routing, timeouts, retries and approved fallback behavior. Trace failures across APIs and downstream services.
Operate retrieval-augmented generation (RAG) and search workflows. Investigate indexing failures, stale knowledge, embeddings, filtering and relevance issues in Azure AI Search and connected data pipelines.
Support Databricks model, processing and evaluation jobs and batch or online inference. Investigate runtime failures, dependencies, schema changes, data freshness, scoring errors and degraded predictions with data and model owners.
Maintain evaluation datasets and automated checks for retrieval relevance, groundedness, response safety and model quality. Monitor drift and regressions using suitable baselines and business acceptance criteria; coordinate retraining or model changes with accountable owners.
Monitor availability, latency, errors, throughput, token usage/cost, job success and output freshness. Correlate logs, metrics and traces to distinguish data, model, provider, application and infrastructure failures.
Version code, prompts, configurations and model artifacts. Maintain reproducible environments, automated tests and controlled release, promotion and rollback procedures using Git and CI/CD.
Support vision, image-processing or OCR workflows when assigned. Diagnose input and output-quality issues and engage domain specialists for deeper model or algorithm changes.
Automate repeatable checks and recovery tasks. Maintain runbooks, dependency maps, handovers and escalation paths; apply approved access controls, secret handling, sensitive-data protection and AI safety practices.

Required qualifications

Demonstrated production support or engineering experience across both generative AI services and machine learning pipelines, including incident response, deployments, monitoring and recovery. Be able to explain direct contributions and operational outcomes in each area.
Hands-on enterprise LLM API integration and gateway troubleshooting, plus practical RAG, embeddings, vector or hybrid search, retrieval filtering and response evaluation experience.
Hands-on Databricks or comparable ML-platform experience, including job diagnostics, model/artifact versioning, reproducibility, batch or online inference, evaluation and rollback.
Strong Python and SQL skills for debugging, data investigation and automation. Experience diagnosing REST APIs, authentication and service-to-service failures.
Experience with Git, CI/CD, automated testing and controlled releases. Working knowledge of containers, Kubernetes application diagnostics and cloud service dependencies.
Ability to select useful monitoring and evaluation measures, distinguish data problems from model regressions, and communicate business impact and technical findings clearly.
Ability to prioritize a shared incident and improvement backlog, document operational procedures and train backup resources. A relevant degree or equivalent professional experience.

Preferred experience

Azure Foundry/Azure OpenAI, Azure AI Search, Databricks and Snowflake production experience are strongly preferred. Additional useful experience includes MLflow or another model registry, Redis, Couchbase, Oracle, Azure Blob, AKS, App Service, Azure DevOps, Terraform, distributed tracing, Model Context Protocol integrations, recommendation systems, computer vision and OCR. ServiceNow and ITIL-aligned incident, problem and change practices are beneficial. Certifications supplement demonstrated production capability.

Scope and working relationships

Own diagnosis and operational coordination for assigned AI/ML services. Partner with application engineers on APIs and code defects, data engineers on data pipelines and stores, and cloud engineers on infrastructure. Model and business owners define acceptance criteria and approve material behavior changes. Deep database/cluster administration, new-model research and major feature development remain with the accountable specialist teams.

Why Join INSPYR Global Solutions (IGS)

Become part of a diverse and multicultural workplace where you'll collaborate with talented professionals from around the world, build meaningful connections, and grow your career in a supportive environment. At IGS, we're committed to helping you succeed by offering:

Flexible remote and hybrid work opportunities
Continuous learning and professional development programs
A culture that prioritizes employee wellbeing

INSPYR Global Solutions is the global delivery team for INSPYR Solutions, connecting top talent with opportunities across IT and professional services. Through collaboration, expertise, and innovation, we support global teams and help drive impactful solutions for our clients. Our focus is building a community of skilled, motivated, and reliable professionals who contribute to growth, performance, and long-term success. Learn more about us at www.inspyrglobalsolutions.com.

INSPYR Solutions provides Equal Employment Opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, genetics, or any other protected status. INSPYR Solutions complies with all applicable laws governing nondiscrimination in employment in every location in which the company has facilities. Applicants requiring reasonable accommodation during the application or interview process should contact HR@inspyrsolutions.com for assistance.

Information collected and processed through your application with INSPYR Solutions (including any job applications you choose to submit) is subject to INSPYR Solutions' Privacy Policy and INSPYR Solutions' AI and Automated Employment Decision Tool Policy: https://www.inspyrsolutions.com/policies/. By submitting an application, you are consenting to being contacted by INSPYR Solutions through phone, email, or text.

26-160241

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More about this job

Skills

ML
Machine learning
Troubleshooting
Python
SQL
Microsoft Azure
Databricks
Snowflake
Redis
Oracle
Git
CI/CD
Onboarding
ServiceNow
Troubleshoot
OCR
Data protection
Incident response
Debugging
API development
Test automation
Kubernetes
Mlflow
DevOps
IBM Terraform
ITIL
Research

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