ML Engineer Intern: Production‑Focused, Evidence‑Led

Theory AI; Washington (District of Columbia); Hybrid; USD 140,000 - 190,000; Full time

Job summary

Theory AI is seeking a hands-on machine learning practitioner to own model development and evaluation on client engagements, especially in regulated settings such as federal health and prime contractor environments with strict residency constraints and data boundaries.

This role values someone who has shipped a model others depended on and who argues why aggregate accuracy can mislead, and who can write up findings so a review board can read them clearly and defend the evidence.

Qualifications

• Experience shipping a model that others depended on.
• Ability to defend evidence to review boards.

Responsibilities

• Own model development and evaluation on client engagements.
• Work in regulated settings with residency and access constraints.
• Document findings for a review board to read.

Job description

Theory AI is seeking a hands-on machine learning practitioner to own model development and evaluation on client engagements, especially in regulated settings such as federal health and prime contractor environments with strict residency constraints and data boundaries.

This role values someone who has shipped a model others depended on and who argues why aggregate accuracy can mislead, and who can write up findings so a review board can read them clearly and defend the evidence.