What Do Data Scientists and ML Engineers Do? Models That Reach Production
Data scientists explore and model; ML engineers productionize. Overlaps, differences, and when each role pays off.
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Frontend & Full-Stack Engineer · Webflow, WordPress, fullstack Next.js
Practical notes on frontend and product work: marketing sites, Webflow, WordPress, Next.js, animation, and shipping software you can hire me for.
Hire me on UpworkWhat Does an AI Engineer Do in 2026? LLM Apps, Agents, and Evaluation
AI engineers build production LLM features: prompts, RAG, tools, streaming UX, safety, and cost. How the role differs from classic ML.
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Security specialists reduce breach risk: assessments, hardening, monitoring, and incident response. When to hire security expertise.
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Sysadmins keep infrastructure running: servers, accounts, backups, updates. How the role relates to DevOps and cloud engineering.
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