Machine Learning funding

U.S. citizens, nationals or permanent residents pursuing an eligible research-based STEM master’s or doctorate at an accredited nonprofit U.S. institution. Eligible stages include final-year undergraduates, bachelor’s holders with no graduate enrollment, eligible joint bachelor’s–master’s students, and first-year graduate students with less than one academic year completed. Second-year graduate students are ineligible. Degree, field and proposed-research exclusions apply.

Applicants must meet standard UKRI eligibility requirements and be based at an eligible UK research organisation. Early- and mid-career researchers are particularly encouraged; eligible international researchers may participate through the specified cooperation agreements or as collaborators.

US citizens or permanent residents who will be first- or second-year PhD students in fall 2027, undertaking a full-time, in-person US PhD addressing major near-term societal problems. The PhD portion of an MD/PhD can qualify.

Full-time faculty at an accredited academic institution or permanent researchers at a legally recognised non-governmental nonprofit. One primary-PI proposal per call period; co-PIs must also qualify. Amazon employment/contracting in the previous 12 months, specified household conflicts and Amazon cloud-procurement authority disqualify applicants. Government employees are excluded except university employees. Applicants must meet age-of-majority and programme rules.

Full-time faculty at an accredited academic institution or permanent researchers at a legally recognised non-governmental nonprofit. One primary-PI proposal per call period; co-PIs must also qualify. Amazon employment/contracting in the previous 12 months, specified household conflicts and Amazon cloud-procurement authority disqualify applicants. Government employees are excluded except university employees. Applicants must meet age-of-majority and programme rules.

Full-time faculty at an accredited academic institution or permanent researchers at a legally recognised non-governmental nonprofit. One primary-PI proposal per call period; co-PIs must also qualify. Amazon employment/contracting in the previous 12 months, specified household conflicts and Amazon cloud-procurement authority disqualify applicants. Government employees are excluded except university employees. Applicants must meet age-of-majority and programme rules.

Full-time faculty at an accredited academic institution or permanent researchers at a legally recognised non-governmental nonprofit. One primary-PI proposal per call period; co-PIs must also qualify. Amazon employment/contracting in the previous 12 months, specified household conflicts and Amazon cloud-procurement authority disqualify applicants. Government employees are excluded except university employees. Applicants must meet age-of-majority and programme rules.

Full-time faculty at an accredited academic institution or permanent researchers at a legally recognised non-governmental nonprofit. One primary-PI proposal per call period; co-PIs must also qualify. Amazon employment/contracting in the previous 12 months, specified household conflicts and Amazon cloud-procurement authority disqualify applicants. Government employees are excluded except university employees. Applicants must meet age-of-majority and programme rules.

Relevant first degree, strong mathematical/analytical preparation and interest in neuroscience or machine learning; UCL admission and Level 3 English requirements apply. At least two academic references.

Project leads must be based at a UK research organisation eligible for UKRI funding and meet UKRI individual eligibility rules. Research technical professionals may apply as project lead or co-lead; international researchers may participate only through the specified cooperation agreements or as collaborators.

Single UK-registered micro, small or medium-sized enterprise; one application per SME. Subcontractors are not permitted. The core innovation must be novel AI or ML technology, starting at TRL 1–3, with technical validation and a credible route to defensibility and scale.

The lead principal investigator must hold a tenure-track or tenured faculty position at Columbia University, Cornell University, CUNY, SUNY, Rensselaer Polytechnic Institute, New York University, the University of Rochester, Rochester Institute of Technology or the Icahn School of Medicine at Mount Sinai. Additional principal investigators may participate through subcontracts from eligible U.S. or non-U.S. nonprofit or public research organisations. All applicants and key collaborators must hold a PhD, MD or equivalent degree and a faculty or equivalent research position.

Researchers of any nationality with 5–15 years since their certified successful PhD defence, subject to the 2027 call reference date and permitted extensions. A committed host in an eligible EU Member State or associated country must support an independent research team.

Eligible US higher-education, nonprofit, for-profit and other organisations listed in the NOFO apply through their institution. Non-US organisations and non-US components of US organisations cannot apply. Required institutional registrations apply.

First-class Honours or equivalent in cybersecurity, computer science or AI; host admission and English requirements; no prior completed PhD; full-time PhD/MPhil at a partner university with tuition waiver and confirmed university and CSIRO supervisors. Enrolled candidates must be within 12 PhD months or 6 MPhil months.

Eligible Honours or Masters research enrolment and a place in an awarded interdisciplinary university programme; apply through its chief investigators, not the ATS Apply Now button.

Postdoc route: PhD within four years, or completion within six months. Experienced route: PhD within twelve years and an independent profile. Requires an eligible host and reviews. Previous Humboldt sponsorship excludes application; nationality, German-system integration and mobility conditions apply.

Habilitation or equivalent professorial qualification and an outstanding research record. German tenure-track professors, permanent W2/W3-equivalent postholders and researchers abroad already holding full professorships are ineligible.

Outstanding doctorate, normally two years of postdoctoral experience and application within four years of the PhD; six years for licensed medicine/psychology applicants and permitted extensions apply. Substantial international research experience is required. Applicants already qualified for a professorship or holding equivalent group funding are excluded.

Postdoctoral researchers normally within five years of their doctorate, with an Austrian research host and a mentor. Career-break provisions apply. Near-completion doctoral candidates may apply if the doctorate is completed during review and before the project starts.