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Heirloom Fair Legal

Investor Reporting Platform Engineer

London
Posted 1 day ago
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Investor Reporting Platform Engineer

Heirloom Fair Legal Finance

Company Description

www.hflfinance.com provides bespoke financing solutions to regulated professional services, including legal and insolvency practitioners. The firm leverages technology and efficient business processes to underwrite high-volume/low-value collateral, offering a competitive edge over other funders due to its ability.

Backed by a family office, we have a strong and stable internal capital base unaffected by fundraising cycles. Our founding team combines over 20+ years of expertise in law, legal finance, and related domains.


Role Description

We are developing a next-generation, AI-native investment reporting platform to support our legal finance business.

Previously, we built an in-house loan servicing platform using Supabase and Python and maintain our accounts on Xero.

Now, we are constructing the next layer of our platform: a sophisticated investor reporting system that transforms operational and financial data into high-quality portfolio, fund, and investor reporting.

This is not a traditional reporting or business intelligence role. Instead, you will be responsible for designing and building an intelligent reporting platform capable of:

  • Automating complex financial calculations.
  • Consolidating data from multiple sources (Supabase, Xero, and Excel).
  • Producing investor-grade reports with minimal manual intervention.
  • Direct collaboration with senior stakeholders, influencing architecture, technology choices, and platform growth.

What You Will Build

Develop a modern reporting platform with the following capabilities:

  • Data Integration
    • Seamless integration with an AI-powered loan servicing platform (Supabase/Python).
    • Accounting data syncing via Xero.
  • Existing Model Utilization
    • Incorporate current financial models and Excel-based calculations where suitable.
  • ** Reiterative Reporting**
    • Portfolio-, fund-, and investor-level calculations.
    • Automated investor reports.
    • Legal entity financial reporting.
    • Management and board reporting.
    • Valuation and performance reports.
  • Regulatory and Compliance Support
    • Efficiently enable future reporting requirements.
  • AI-Enhanced Automation
    • Data validation, reconciliation, commentary generation, and report production.

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.

P

Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your 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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It searches the market for you

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.

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Strong

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.

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Strong

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.

Core Objective: Establish a automated, data-driven system, easily transforming raw source data into detailed, clean, and easily digestible reports aimed at investors, management, and regulators.


Key Responsibilities

  • Platform Construction & Collaboration
    • Design and develop the investor reporting platform, leveraging either Supabase/Python or Xero-linked tools such as Syft.
    • Automate data workflows between operational systems, accounting systems, and reporting outputs.
  • Calculation & Accountancy
    • Construct portfolio- and investor-level calculation engines.
    • Develop valuation and performance reporting methodologies.
    • Automate data validation and reconciliation processes.
  • Technology & Governance
    • Design reporting data models.
    • Use AI tools to extract insights/organise data for informed decision-making.
    • Dashboard Development
      • Build interactive dashboard systems.
      • Engineer automated reporting workflows.
  • Output Production
    • Ensure professional investor reports for institutional clients.
    • Continuously optimize reporting systems by reducing manual processes.
  • Collaboration & Innovation
    • Work cohesively with finance, legal, investment, and operations teams.

Requirements and Expectations

What We Need

Look for individuals who enjoy building scalable platforms over conventional reporting:

  • Technical Capabilities
    • Finance Knowledge: Comfort with financial data, complex calculations, and technical financial modeling.
    • Software Development: Develop automated reporting systems at scale.
    • Data Integration: Manage relationships between operational systems, data sources.
    • AI Proficiency: Leverage AI for development acceleration, efficiency gains, and data automation.
    • Independent Work: Capability to lead platform architecture with minimal oversight.

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Communication

  • Technical & Business Stakeholders: Ensure clarity in communication among engineers, senior management, and non-technical teams.

---### Nice to Have (Preferred)

  • Specialized Experience
    • Preference for candidates experienced with loan servicing platforms, portfolio management systems, and investor reporting.
    • Additional knowledge in:
      • Fund accounting
      • Valuation methodologies
      • Data warehousing
      • Document generation, PDF automation
      • AI agent frameworks
      • Financial modeling

Measurable Success (Milestones)

First 3 Months

  • Build a platform that:
    • Automates data consolidation from internal platforms.
    • Reduces manual intervention for accurate portfolio- and investor-level calculations.
    • Generates professional-grade investor reports.

Within 6 Months

  • Upgrade system to scale:
    • Use AI to support data anomaly detection, self-healing reconciliation processes, and interpret explanations.
    • Establish an investor portal with real-time/accessible historical reports.
    • Build an expandable foundation for diverse investment entities with hundreds of investors.

Why Join Us?

  • Opportunity: Build a greenfield platform with cutting-edge AI technologies without legacy system burdens.
  • Autonomy: High levels of independence, direct access to decision-makers.
  • Impact: Shaping future-proof technology and growing the leading AI-driven investor reporting systems in the legal finance landscape.
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Skills

Python
Supabase
Xero
AI
Data Integration
Financial Reporting
Automation
Data Validation
Reconciliation
Dashboard Development
Portfolio Management
Valuation
Performance Reporting
Financial Modelling
Investor Reporting
Document Generation

Location

London, England, United Kingdom

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