Principal Machine Learning Engineer

SMART TECH SKILLS LLC
  • Reading, PA
  • Remote
  • Full-time
2 days ago

Job Description

Benefits:
  • Competitive salary

Location
Remote to start, then becomes hybrid in Raleigh, NC (relocation required; candidates able to relocate at the start of the contract are preferred, though relocation may occur upon conversion to full-time).

Experience Level
Principal Level (10+ years of experience in machine learning/AI engineering).

Role Overview
We are seeking a Principal Machine Learning Engineer to architect, develop, and advise on end-to-end AI solutions leveraging large language models (LLMs), Retrieval-Augmented Generation (RAG), and agentic systems. This is a senior individual contributor role for someone who wants to remain highly technical rather than move into people management, while providing technical strategy and architectural guidance to a growing data science team. The ideal candidate has played a lead role in designing and establishing a new agentic RAG-based system, with demonstrated ownership of meaningful architectural and technical decisions — not simply a contributor within a larger team.

Key Responsibilities

AI Architecture & Solution Design
  • Architect, develop, and advise on end-to-end AI solutions leveraging LLMs, RAG, agentic systems, and cloud-scale infrastructure.
  • Construct, study, and train algorithms that learn from complex, high-dimensionality data to uncover patterns for predictive models and applications.
  • Apply techniques such as random forests, deep learning, generative modeling, and neural network memory to improve NLP and machine perception algorithms.

 Proof of Concept & Technology Evaluation
  • Develop proofs of concept and initial implementations for new AI capabilities.
  • Evaluate and test-drive new frameworks and tools to inform technical direction.

 Technical Strategy & Leadership
  • Work closely with architects to guide teams on AI system design and best practices.
  • Provide technical strategy and stay current with industry standards in AI and machine learning.
  • Understand the full environment and systems end to end, ensuring production readiness.
  • Align AI system design with business and technical goals.

 Required Qualifications
  • Deep expertise in LLMs, RAG, and agentic systems.
  • Experience with Model Context Protocol (MCP) and vector databases.
  • Strong experience with cloud platforms (AWS, Azure, or GCP).
  • Strong Python development skills and AI architecture experience.
  • Experience with MLOps and software engineering best practices.
  • Strong data engineering skills.
  • Demonstrated experience designing, architecting, and implementing a new agentic RAG-based system, with evidence of meaningful architectural and technical decision-making (not solely as a contributor within a larger team).
  • Engineering experience beyond core data science, including microservices architecture and cloud computing.

 Preferred Qualifications
  • Experience with GoLang.
  • Experience working with unstructured data and document-heavy domains.
  • Experience supporting or mentoring less senior data scientists/engineers as a technical lead.

 Core Skills & Attributes
  • Strong technical depth with a preference for remaining hands-on rather than pursuing people management.
  • Proven ability to make and own architectural and technical decisions on complex AI systems.
  • Strong collaboration skills, particularly working closely with architects and cross-functional teams.
  • Comfortable evaluating and adopting emerging tools and frameworks.
  • Excellent communication skills for translating technical strategy across teams.
  • Strong end-to-end systems thinking across AI architecture and production environments.

This is a remote position.

Numbers & Facts

LocationReading, PA (
Remote
)
Job TypeFull-time

Skills

  • Algorithmsunmatched
  • Amazon Web Services (AWS)unmatched
  • Architectural Designunmatched
  • Architectural Servicesunmatched
  • Artificial Intelligence (AI)unmatched
  • Best Practicesunmatched
  • Cloud Architectureunmatched
  • Cloud Computingunmatched
  • Communication Skillsunmatched
  • Cross-Functionalunmatched
  • Data Scienceunmatched
  • Deep Learningunmatched
  • Engineeringunmatched
  • GCP (Good Clinical Practices)unmatched
  • Go Programming Language (Golang)unmatched
  • Industry Standardsunmatched
  • Leadershipunmatched
  • MCP - Microsoft Certified Professionalunmatched
  • Machine Learningunmatched
  • Memory Hardwareunmatched
  • Mentoringunmatched
  • Microservicesunmatched
  • Microsoft Windows Azureunmatched
  • Modeling Languagesunmatched
  • Natural Language Processing (NLP)unmatched
  • Neural Networksunmatched
  • People Managementunmatched
  • Production Systemsunmatched
  • Proof of Conceptunmatched
  • Python Programming/Scripting Languageunmatched
  • Software Engineeringunmatched
  • Team Playerunmatched
  • Technical Leadershipunmatched
  • Technical Strategyunmatched
  • Testingunmatched
  • Unstructured Dataunmatched

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