Read each record independently. A specific vacancy, a broad requisition, a resume pool and a program introduction are different evidence levels. Required qualifications remain separate from preferred experience. A visible Apply button does not establish an available place or successful form submission.
AI Engineer | 4476329946
Required qualifications: Relevant technical bachelor’s or equivalent technical experience; at least one year ML/data-mining/information-retrieval/NLP experience, one year industry software design/development and one year programming. Overlapping periods must not be added as three years.
Experience and preferred preparation: Related MS and two-plus years AI/ML are preferred; framework/Spark/scaled experiments/production LLM/publication practice can help.
Work authorization: Specific work authorization and future support undisclosed. Future employer support: unknown.
Dated availability evidence: October 9 employer JD and Apply button readable in logged-in browser; submission unverified. Timing / deadline: No fixed graduate cohort or internship dates; hybrid office requires confirmation. Retained source: https://www.linkedin.com/jobs/view/ai-engineer-at-linkedin-4476329946
Client Solutions Manager, Performance & Expansion, Marketing Solutions | 4472058274
Required qualifications: At least three years advertising/marketing/sales and at least two years media sales, digital-media account management or bidding/programmatic optimization; periods may overlap.
Experience and preferred preparation: BA/BS or equivalent experience is preferred, not minimum. Reporting, ad-tech, automation, CRM and client communication are preferred preparation.
Work authorization: Specific current/future support not disclosed. Future employer support: unknown.
Dated availability evidence: October 9 employer full JD and Easy Apply visible; application submission unverified. Timing / deadline: Full-time hybrid; no fixed internship or new-graduate cohort. Retained source: https://www.linkedin.com/jobs/view/4472058274/
Data Science internship pathway | PROGRAM-LI-DS
Required qualifications: Official DS internship direction only; US degree, major and graduation conditions require current specific JD. General FAQ describes continuing study after internship.
Experience and preferred preparation: Current required tools/course/project details unverified; do not invent SQL/Python minimums.
Work authorization: US personal authorization and employer support unconfirmed. Future employer support: unknown.
Dated availability evidence: October 9 official program page readable; no verified current US Job ID. Timing / deadline: General late-summer recruiting guidance; 2027 window/deadline not established. Retained source: https://careers.linkedin.com/pathways-programs/internships/Technical
AI / Machine Learning internship pathway | PROGRAM-LI-AIML
Required qualifications: Official AI/ML program; BS/MS versus PhD-only and US scope require individual JD.
Experience and preferred preparation: Programming/model/course requirements not obtained for a specific US opening.
Work authorization: Current US authorization and future support unknown. Future employer support: unknown.
Dated availability evidence: October 9 program page readable; specific current US vacancy unverified. Timing / deadline: Current-season timing/deadline unknown. Retained source: https://careers.linkedin.com/pathways-programs/internships/Technical
Business internships — analytical pathways | PROGRAM-LI-BUSINESS
Required qualifications: Official bachelor’s/graduate business entry descriptions; actual direction-specific degree/year requirements require JD.
Experience and preferred preparation: No uniform tool or experience list for all business directions is established.
Work authorization: Role-specific US authorization/support unknown. Future employer support: unknown.
Dated availability evidence: October 9 official business program page readable; not one combined currently hiring vacancy. Timing / deadline: Current cohort/graduation window unknown. Retained source: https://careers.linkedin.com/pathways-programs/internships/Business