Twine
AI Engineer – R&D Tax Incentives SaaS

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Join a pioneering project to develop an AI-powered SaaS platform designed to automate the initial legal and technical assessment of R&D projects and IP assets for companies seeking R&D Tax Incentives and Patent Box benefits. This solution will streamline the evaluation process for innovative companies in Hong Kong by leveraging advanced AI to analyze company data, uploaded documents, and relevant public information, then compare findings against government legislation and guidance. The platform will generate comprehensive reports indicating the likelihood of qualification, significantly reducing manual effort while ensuring expert oversight remains integral to the process. This is an opportunity to shape a transformative tool for the innovation sector, working alongside leadership with deep industry expertise.
Deliverables
- Design and develop a robust AI-driven web application capable of automating first-level assessments for R&D Tax Incentives and Patent Box eligibility.
- Integrate secure data collection modules for company information and document uploads.
- Implement AI models to analyze documents and extract relevant data points.
- Develop algorithms to compare findings with current government legislation and guidance.
- Generate automated, user-friendly reports indicating qualification likelihood.
- Ensure the platform supports expert review and oversight at key decision points.
- Collaborate closely with stakeholders to refine requirements and deliver a scalable, maintainable solution.
- Provide technical documentation and support for deployment and future enhancements.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
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Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Requirements
- Proven experience in developing AI-powered SaaS platforms, ideally in legal, tax, or compliance domains.
- Strong proficiency in machine learning, natural language processing, and data extraction techniques.
- Expertise in web application development using modern frameworks (e.g., React, Node.js, Django, or similar).
- Familiarity with secure data handling, privacy regulations, and best practices for sensitive information.
- Ability to interpret and encode complex legislative and regulatory requirements into technical solutions.
- Excellent problem-solving skills and attention to detail.
- Strong communication skills for collaborating with non-technical stakeholders.
- Availability for immediate engagement and capacity to deliver within tight timelines.
- Based in Hong Kong or able to work remotely with a strong understanding of the Hong Kong regulatory environment.


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About Twine
Twine is a leading freelance marketplace connecting top freelancers, consultants, and contractors with companies needing creative and tech expertise. Trusted by Fortune 500 companies and innovative startups alike, Twine enables companies to scale their teams globally.
Our Mission
Twine's mission is to empower creators and businesses to thrive in an AI-driven, freelance-first world.
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