Role Overview & Full Requirements
We are seeking a detail-oriented Forward Deployed Engineer — Enterprise AI Solutions & Strategy ($300,000 - $650,000/year, 100% remote) to join ZR Talent Group. Contributors in this role draw upon real-world mastery of Python, LLM Systems, ML Infrastructure, RAG/AI Automation to evaluate AI-generated deliverables, construct detailed grading rubrics, and guide post-training model alignment.
Prior experience building machine learning systems is not required—our research partners value authentic practitioner judgment, domain rigor, and clear analytical writing.
Key Responsibilities & Deliverables
- Work directly with leading AI labs and enterprise partners to define research goals, technical requirements, and project direction.
- Build large-scale data intelligence systems for collecting, organizing, evaluating, and improving training and evaluation data.
- Implement ML pipelines for data curation, model training, evaluation, experimentation, and continuous improvement.
- Design data taxonomies, labeling systems, and quality frameworks that improve dataset structure, model performance, and research outcomes.
- Develop LLM applications, including multi-agent systems, tool-using agents, RAG workflows, evaluation harnesses, and human-in-the-loop systems.
- Partner with research and engineering teams to translate ambiguous AI problems into scoped technical projects and production systems.
- Develop infrastructure for model inference, experimentation, evaluation, and deployment across frontier AI platforms.
- Build systems that help partners move from one-off AI experiments to reliable, repeatable, multi-turn agent workflows.
- Own systems across the full lifecycle, including discovery, architecture, implementation, deployment, reliability, iteration, and partner success.
Required Qualifications & Technical Criteria
- Able to operate independently in ambiguous, partner-facing settings with strong technical and product ownership.
- Strong Python engineer with experience building and shipping production systems end to end.
- Experience working with LLMs, agentic systems, multi-turn workflows, tool use, RAG, or AI automation.
- Built or maintained data pipelines, ML infrastructure, evaluation systems, or research workflows.
- Strong understanding of data quality, taxonomy design, labeling workflows, and dataset curation for AI systems.
- Comfortable working directly with technical partners, researchers, founders, and enterprise stakeholders.
Preferred Experience & Bonus Attributes
- Background at a startup, AI infrastructure company, applied AI company, or research-focused engineering team.
- Experience building systems for multi-turn agents, agent evaluation, workflow automation, or human-in-the-loop AI.
- Experience designing data taxonomies, annotation systems, evaluation rubrics, or dataset quality pipelines.
- Experience acting as a technical partner to external customers, research teams, or strategic enterprise accounts.
- Working knowledge of modern LLM tooling, agent frameworks, model evaluation stacks, and ML experimentation platforms.
- Compensation & Benefits Notice
- The national pay range for this full-time position is base salary of $180,000 –$250,000 USD. All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies. ZR Talent Group provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce.
Compensation, Remote Eligibility & Schedule
- Compensation Band: $300,000 - $650,000/year
- Work Model: 100% Remote / Work From Home with flexible asynchronous scheduling
- Eligible Remote Locations: United States, Canada, United Kingdom, Australia, New Zealand, Ireland, and South Africa
- Current Openings: 1 active specialist position
- Hiring Organization: ZR Talent Group
- Core Skills & Technologies: Python, LLM Systems, ML Infrastructure, RAG/AI Automation
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