Evidence Arrangement - Exceptional Promise

Stage 1: Tech Nation Endorsement
1

Hi all,

I am applying for the global talent stage 1 endorsement - exceptional promise, and now kindly seek advice on my evidence selection and strength.

Context:

I am an MLOps engineer who has worked at a startup, a retail bank, and the largest payment acquirer in Europe - all three of my recommendation letters are spread out across these. (2 directors, one Founder/CEO)

Evidence arrangement:

Mandatory: external recognition

  • Black Tech Achievement Developer of the Year Finalist Award (sponsored by J.P Morgan) - came with a certificate - competed by over 600 individuals that year (within the last 5 years) - based of an AI project and Data Philanthropy work I carried out at the retail bank. Alongside public verifiable media with my name on it and about the event on startup magazine. (2024) - with independent validation from one of me recommendation letters.
  • High renumeration contract, three payslips proving backing pay, in addition - details on the Data Philanthropy work carried out - beyond my day-to-day & outside my company’s work remit - I joined Sainsbury’s Data Philanthropy initiative - I set up the big data infrastructure that enabled over a 100 analysts create tangible insights (including AI models - details provided in evidence) for 6 charities, who otherwise do not possess the technical capability to harness their data to create these insights - alongside internal company publication evidence validating my impact in this project. (2025, 2024)

Optional:

OC3: - significant technical work

  • As the technical product lead of this product/service - I personally led and carried out the integration and deployment of a major service at said payment company, expanding the service to the European region (work included testing, integration etc), processing over 20 million transactions daily. Alongside building an architecture that allows ML models to be easier loaded into the service - confirmation of all of these by one of my recommenders (Director of Data Science at said Company) **this was not a group project. (2025, 2026)
  • As the technical product lead of this product/service - led the pilot testing, integration (to the wider company’s flagship bundle product and consequent deployments of this service into the live production environment - confirmation of all of these by one of my recommenders (Director of Data Science at said Company) **this was not a group project. (2025)

OC1: Innovation

  • I designed the architecture and implemented the deployment to create a new, innovative and patent pending (as acknowledged by public media by said company and Senior Vice President at VISA) product - that allowed customers gain secure access to the same which was a technical challenge initially due it being initially a part of their bundled flagship single product. This product analysed over a billion payment transactions, and reduces customer friction and fraud (2025) - independent validation of this from one my recommendation letters.
  • Primary engineer who developed the architecture, core credit back end and integration of open-banking capabilities to a start up who just got FCA authorised. (more details can be provided showing the true innovation at this company. The work here is pioneering has not been done in the past - alongside snippets of code in github, FCA innovation sandbox - Alongside proof of share ownership here. My technical work was pivotal to getting company FCA authorised and being a finalist at a major Fintech Funding Competition in the UK. - alongside independent validation of this direct impact by one of my recommendation letters (written by founder/CEO of this company who is also a senior growth and innovation specialist at Innovate UK, with experience growing multiple tech startups)

Please:

1: Are these evidences placed in the right criterion?

2: Are they largely sufficient? how can these be strengthened?

Thanks again for your time and attention. I do not take it for granted.

2

The award sits correctly under MC and it’s your strongest piece there: a competitive, externally judged placement with independent media naming you is what the Mandatory Criteria wants for recognition as a potential leading talent. The remuneration piece is the weak one in that slot, since high pay on its own doesn’t establish recognition by the field.

Your Data Philanthropy work looks misfiled. You describe it as beyond your day-to-day and outside your company’s remit, which is the exact language of OC2, contributions to the sector beyond your paid role. It competes with your award under MC but stands on its own under OC2, and the charity impact lands far stronger there.

OC1 and OC3 both draw on the same payment product, and the Guide expects evidence to be distinct across criteria, so check the innovation claim and the delivery claim rest on genuinely different facets of the work. For OC1 specifically, code snippets and GitHub links won’t validate novelty, they only show the work exists. Lean on the FCA authorisation, the innovation sandbox place and the patent-pending acknowledgement as your external signals.

You’re fine on volume for Promise: two under MC and four across the optional criteria. Your next step is placement rather than gathering more: move the philanthropy piece to OC2, drop the payslips as an MC anchor, and confirm OC1 and OC3 aren’t the same deployment counted twice.

3

Thank you for your timely review Akash. I appreciate it.

Concerning the Data Philanthropy work, as it does fit better in OC2, my concern is I do not have sufficient evidence as a second piece, for that criteria. I volunteered and was selected as a community champion for a Google ML bootcamp (with over 60 students), with a certificate of this, and email appointment - but this mentorship was fully virtual. I got into this bootcamp through a strict selection process, due to my skill set and experience at the time. (2022). I was consequently invited in-person to the Google I/O event in amsterdam (2023) - on AI, Cloud, Mobile applications. (which is restricted to a few hand-picked audience). I attended this event, with pictures in there, and proof of invite.

The payment product in OC1 is a completely different one from those in OC3. OC3 has two distinct payment products, and OC1 is a different payment product from those two.

Please what do you advise? does the Google I/O invite count as any significant recognition as a promising talent?

4

The community champion role gives you a genuine second piece for OC2. Being selected through a competitive process to mentor 60 students is a voluntary contribution to the sector beyond your paid work, which is what OC2 asks for. Virtual delivery doesn’t weaken it, because the Guide cares that the contribution was substantive and outside your day job rather than how it reached people. Paired with the Data Philanthropy work, OC2 now rests on two solid pieces.

Your Google I/O invite is weaker. Being hand-picked to attend shows you were selected, but attending an event on its own isn’t recognition of you as a promising leader. Recognition under MC comes from the field actively rating you, through an award you won or a talk you were asked to give. Sitting in an audience, even a select one, doesn’t meet that bar, so I wouldn’t rest any criterion on it. It can work as minor supporting context around the bootcamp piece, but not as a standalone item.

Good that OC1 and OC3 rest on genuinely different products. That clears the duplication risk, so each piece can stand on its own facet of the work.

5

Thank you Akash.

I was concerned about the Google programme because of this quote on the guide:

Note that mentoring should be primarily in-person activity. Online mentoring platforms (such as ADPList) are not considered sufficient as evidence for mentoring.

If my role at the Google programme does not contradict this quote, I could strategise to using it alongside Data Philanthropy for OC2.

I was also awarded finalist for the same award category, “Developer of the Year”, in 2023, by the same award program - BTA - for the work I carried out at the startup. Can this count as substantial second piece of evidence for the mandatory criteria?

What do you kindly advise? Thanks for your continued response.

6

You’ve read that line correctly, and it does bite. By your own description the champion role was virtual mentoring, which is exactly what the Guide treats as insufficient, so I would not make it a co-equal second piece under OC2. It can sit as supporting context around the Data Philanthropy work, which stays your anchor there, but I would not count on it to carry OC2 on its own.

The 2023 finalist is the stronger answer, and it belongs under MC. Two finalist placements in the same national award across separate years, for two different bodies of work, show the field rating you more than once, which is what the Mandatory Criteria is looking for. It carries more weight there than the remuneration piece, which does not establish recognition by the field. Keep the two projects clearly distinct in the write-up so the pair reads as two separate acts of recognition rather than the same award counted twice.

Use the two BTA finalists as your MC pair, keep the payslips as backing rather than an anchor, and treat the Google role as support around the Data Philanthropy work under OC2.

7

Thank you Akash.

My MC looks clearer now - two Award certificates for two separate works, with high renumeration as supporting evidence.

For OC2 - Seeing I do not have a substantial second piece of evidence for outside day-to-day work besides the Data Philanthropy and Google Project as a support (making one piece), I am now considering using OC3 and OC1.

Are my OC3 and OC1 evidences substantial or I am better off with an OC2?

Thank you for your review.

8

You don’t need OC2 to stand on two pieces. Exceptional Promise asks you to meet the Mandatory Criterion plus at least two of the four optional criteria, so if OC1 and OC3 are each substantial on their own products, that pair already clears the optional bar, and OC2 becomes extra strength you don’t have to lean on.

OC3 is the more solid of the two. A payment service you personally led into live production at that scale, confirmed by your director, is the significant technical contribution with commercial impact that OC3 asks for. OC1 is workable but hangs on the novelty signal, so lean on the FCA authorisation and the patent-pending acknowledgement rather than the code snippets, since those are what show the work was genuinely new.

So you don’t have to choose between them. Keep the Data Philanthropy work as your OC2 anchor with the Google role as support, and let OC1 and OC3 stand as the two optional criteria carrying the weight.

9

Hi. You have a solid foundation, but a few things need tightening.

1. Criterion placement:

  • Mandatory (External Recognition): The Black Tech Achievement award works here. The high remuneration payslips belong in OC2 (High Salary), not mandatory. Split them.

  • OC3 (Significant Technical Work): Your payment company integration evidence fits here. Keep it.

  • OC1 (Innovation): The patent-pending product and startup work fit here. Good placement.

2. Strength assessment:

  • Your evidence is largely sufficient, but the “high remuneration” needs context — UK Global Talent assesses salary against industry benchmarks, not just payslip amounts.

  • The startup evidence is your strongest asset. Make sure the FCA authorisation and GitHub code are clearly linked to your specific contribution, not the team’s.

  • Recommendation letters: Ensure each letter explicitly validates the specific claims in your evidence, not just general praise.

3. What to strengthen:

  • Add third-party validation for the payment product — press coverage, customer testimonials, or industry recognition beyond internal confirmation.

  • For the Data Philanthropy work, get a letter from one of the 6 charities confirming your impact. Internal company validation is weaker than external.

4. One question:
Your three letters are from three different companies. Does at least one come from a UK-based organisation? This is a hard requirement for endorsement

Happy to assist further.

10

Thanks for your review and advice Benjamen.

I will look into strengthening these evidences with third party validations.

Yes, at least one of these comes from a UK-based organisation.

I appreciate your advice.

11

Good. That’s Great. I am Glad I could help

12

The placement is broadly consistent with the current criteria, but I would look carefully at the strength and distinctiveness of each evidence item, rather than assuming that the volume of technical work will be sufficient. For Exceptional Promise, you need to demonstrate recognition as potential talent in digital technology, provide at least 2 pieces of evidence for each of 2 optional criteria, and meet the early-career requirement.

For MC, the 2024 Developer of the Year finalist recognition looks potentially relevant because it is an external award with a stated applicant pool and public coverage. The strength will depend on the award’s standing, the selectivity of the process, and whether the evidence clearly identifies you and your achievement. The high-remuneration evidence can provide useful supporting context, but I would not rely on salary itself as one of the two recognition documents. Salary level is one of the personal factors that can be considered in the overall assessment, but it does not replace the required evidence of recognition.

For OC3, both payment-company projects appear capable of being considered under significant technical contribution, particularly because you describe a lead technical/product role, production deployment, scale and measurable transaction volumes. The fact that you say they were not group projects is useful, but the evidence should independently establish your personal responsibility for the technical work and the resulting impact, rather than relying primarily on the fact that you were the technical/product lead. A director’s letter can corroborate this, but the technical/production evidence should make the contribution understandable without relying entirely on the recommendation letter.

For OC1, the first project sounds more directly aligned with innovation if the evidence establishes what was technically new, what problem you solved, your individual role, and why the resulting product represents innovation rather than simply a technically complex implementation. The patent-pending status and external/public acknowledgement could provide useful corroboration, but they should remain supporting evidence rather than the basis of the innovation claim. The evidence should primarily demonstrate what you personally designed or introduced and why it was genuinely innovative. The startup work could also potentially support innovation, but the FCA authorisation and funding competition should not be treated as proof of innovation by themselves; the evidence needs to demonstrate the innovative technical work you personally delivered.

So, based on the description, OC1 and OC3 are plausible placements, but I would strengthen the application around attribution: what you personally designed/built, what was different because of your work, and what measurable outcome resulted. Also make sure each evidence document is doing a distinct job and is not being reused across criteria. The current rules allow up to 10 evidence documents in total, with at least two pieces of evidence for each of the two selected optional criteria. The same piece of evidence cannot be used for more than one criterion.

13

Hi Noddy,

Thanks for this detailed advice. I now see other ways/areas I can strengthen my evidence set.

I appreciate it.