A Bengaluru posting from October 2026 on Workable, from 2070Health, seeks an experienced US medical coding trainer to act as the main coding-domain expert for a coding AI assist product. It is one posting, but it shows coding expertise being used to build the tools that assist coders.
Commentary points the same way. The Ken has reported that years of talk about automation, and now AI assistance, have not removed the coder workforce, and a Cognizant paper on the role of medical coders in the age of automation argues for balancing technology with coders.
Practical takeaways
- Strong fundamentals (ICD-10, CPT, guidelines) still matter, because someone must validate what a tool suggests.
- Experience with audit, quality or training roles is a path beyond production coding.
- Ask employers how they use AI assistance and how coder productivity is measured.
Sources
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