What type of coder makes the most money?


Editorial team Published on

Machine Learning (ML) engineers and AI engineers make the most money among software developers, with median U.S. salaries ranging from $158,000 to over $171,000 per year.

(Note: If you meant healthcare medical coders, their national average salary is around $51,000 to $66,000, though specialized inpatient or certified coders can earn over $74,000).

Highest-Paying Software Coding Roles

  • Machine Learning Engineer: Median salary of $162,000–$171,000. They build AI models, recommendation systems, and data-learning architectures.
  • AI Engineer: Median salary around $158,000. They connect large language models (LLMs) to practical user products and enterprise workflows.
  • Software Architect: Median salary around $155,000. They design the high-level technical blueprints and structures for massive software systems.
  • Data Architect / Security Engineer: Salaries range from $150,000 to $240,000 for senior roles protecting enterprise data and infrastructure.
  • Cloud & DevOps Engineers: Median salaries range from $140,000 to $146,000, focusing on scalable cloud deployment and pipeline automation.

What Drives High Coding Salaries?

  • Direct Business Impact: Roles tied closely to revenue generation or cutting-edge tech (like generative AI and machine learning) command the highest premiums.
  • Seniority: These top spots require years of engineering background, heavy math comprehension, and strong fundamentals—they are rarely entry-level jobs.
  • Specialized Certifications/Skills: Adding cloud platforms (AWS, Azure) or security clearances boosts earning potential significantly over generalist coding baselines.