Reed Elsevier Technology Services
Principal Machine Learning Engineer I
Raleigh, North Carolina, USA · Principal · full-time
Sponsorship not specified$136k-$253kDetected 55 days ago
Distributed SystemsCI/CDMachine LearningNLPLLMsRAGPerformance ManagementSystems EngineeringResearch
About the role
- Provide architectural direction and code-level guidance.
- Architect distributed ML systems serving multiple global products.
- Standardize infrastructure patterns for LLM serving and retrieval systems.
Responsibilities
- Establish engineering best practices for ML system design, testing, and deployment.
- Conduct design reviews, performance reviews, and technical roadmap planning.
- Define and implement enterprise-ready agentic frameworks.
- Lead decisions on deterministic workflows vs. autonomous agents.
- Implement guardrails, safety layers, and traceability mechanisms.
- Develop evaluation frameworks to measure reasoning quality, hallucination rates, and reliability.
Compensation
- $136,100 - $252,800.
- Geographic differentials may apply in some locations to better reflect local market rates.This job is eligible for an annual incentive bonus.
Benefits
- Requirements 10 + years of Machine Learning/Software Engineer experience Master's degree or bachelor's degree, computer science degree is highly desirable.
- We are delighted to offer country specific benefits.
- Click here to access benefits specific to your location.
Company info
- We are committed to providing a fair and accessible hiring process.
Equal opportunity
- qualified applicants are considered for and treated during employment without regard to race, color, creed, religion, sex, national origin, citizenship status, disability status, protected veteran status, age, marital status, sexual orientation, gender identity, genetic information, or any other characteristic protected by law.
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- USA Job Seekers: EEO Know Your Rights.
- If you have a disability or other need that requires accommodation or adjustment, please let us know by completing our Applicant Request Support Form or please contact 1-.
Visa & Work Authorization
- are considered for and treated during employment without regard to race, color, creed, religion, sex, national origin, citizenship status, disability status, protected veteran status, age, marital status, sexual orientat
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