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Anycase.ai

Data Engineer

2-4 Years
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Job Description

If you've ever been frustrated by how broken Philippine government data is, this job is for you.

You know the pain. PDFs that don't copy-paste correctly. Websites that change structure without warning. Search endpoints that timeout half the time. Data that should be public but requires three FOI requests and a prayer.

We're building the legal data infrastructure the Philippines should have but doesn't. And we need someone who finds that mission exciting not just tolerable.

About Anycase

We're an angel-funded legal AI startup with 4,000+ paying users. Grew 4x just last year.

Who uses Anycase:

  • Offices from all three branches of Philippine government
  • Some of the top 20 law firms in the country
  • Public companies, insurers, and Fortune 500 subsidiaries

Our product helps lawyers find answers fast. But the hard part isn't just the AI it's getting clean, structured, trustworthy data from a system that was never designed to give it to you.

We're not building another ChatGPT wrapper. We're building national legal infrastructure a continuously maintained, human-verified legal corpus across Philippine government agencies.

Someone has to fix this. Might as well be us.

The role

You'll own the ingestion, cleaning, and structuring of legal data from government sources.

Day to day:

  • Build scraping and ingestion pipelines (crawl clean structure index)
  • Wrangle genuinely terrible data (PDFs, OCR errors, inconsistent formats, undocumented APIs)
  • Make pipelines that don't break when sources change because they will
  • Monitor, alert, backfill, retry reliability is the job
  • Care deeply about data quality (if missing commas keep you up at night, good)

This is not maintenance work. You're building core infrastructure from scratch.

You might be a fit if:

  • You have 2-4 years in data engineering, backend, or infra-adjacent roles
  • You're a workhorse you ship, you iterate, you don't wait for permission
  • You have high agency you figure things out, you don't get stuck
  • You're a little OCD about data quality messy data personally offends you
  • You think about failure modes before features
  • You've worked with Python and SQL; bonus if you know Dagster or Airflow (but willing to reskill)
  • You're excited about nation-building, not just a paycheck

This role is probably NOT for you if:

  • You prefer well-documented APIs and clean data handoffs
  • You want to maintain existing systems, not build new ones
  • You need detailed specs before you can start

Why join:

  • Mission: Build infrastructure the country actually needs
  • Ownership: Small team, big scope, your work matters immediately
  • Mentorship: Work under a senior+ DE lead who's done this at scale
  • Growth: We're at the stage where high performers get noticed fast
  • Remote-friendly: Work from anywhere in the Philippines

Compensation:

70-100k/month depending on experience

How to apply

Email beato[at]anycase.ai with subject: [Data Engineer] Your Name

Include:

  • Short intro who you are, why this role excites you
  • Resume or LinkedIn
  • Optional but encouraged: Tell us about a messy data problem you've solved (or tried to solve)

We read every application. No recruiters.

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About Company

Job ID: 138617529

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