Database & Network Specialist – AI Trainer Project
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Job Description
Freelance AI Trainer challenging language models on database, networking, and infrastructure scenarios. Verifying technical accuracy and documenting failures to improve AI reasoning and evaluation.
Responsibilities:
- Challenge advanced language models on relational database modeling, NoSQL solutions, TCP/IP configuration, VPN setup, cloud networking, firewall rules, data replication, load balancing, and infrastructure-as-code
- Converse with models on real-world networking scenarios and system design questions
- Verify technical accuracy and operational soundness
- Capture reproducible error traces and document failure modes
- Suggest improvements to prompt engineering and evaluation metrics
- Help train large-scale language models to improve technical understanding of databases, networks, infrastructure, and systems integration
Requirements:
- Expertise in network design, database optimization, data security, distributed systems, high-availability architecture, and systems integration
- Ability to work with relational database modeling and NoSQL solutions
- Knowledge of TCP/IP configuration, VPN setup, cloud networking, firewall rules, data replication, load balancing, and infrastructure-as-code
- Experience conversing with language models on real-world networking scenarios and system design questions
- Ability to verify technical accuracy and operational soundness
- Ability to capture reproducible error traces
- Ability to suggest improvements to prompt engineering and evaluation metrics
- Bachelor's or master's degree in computer science, information technology, or a related field is ideal
- Certifications such as CCNA, CCNP, CompTIA Network+, or AWS Certified Solutions Architect signal fit
- Experience with production-scale system administration signals fit
- Clear, metacognitive communication and ability to “show your work”
- Secure computer and high-speed internet for contract work
Benefits:
- Secure computer and high-speed internet supplied by contractor
- Company-sponsored health insurance does not apply
- Company-sponsored PTO does not apply
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