AI/RAG Engineer

Job Description

Tech Stack: Programming Language: Python Framework: Django/Django REST Framework LLM: Claude Sonnet 4.6 (prompt caching + Batch API for cost efficiency) Vector DB: Weaviate Embedding Model: Cohere Embed v4 (128k context window) What the AI automatically does when a case is submitted: Reads the case and writes a short summary Gives the case a risk score from 0 to 100 Pulls out the key legal issues and tags from the case details Weaviate Schema: Vectorizer: Cohere Embed v4 | Purpose: AI-powered search and lawyer matching Cases Collection: Embedded: title, description, category, tags, jurisdiction Metadata: postgres_id, case_id, client_id, status, visibility, risk_score, ai_summary, created_at Lawyers Collection: Embedded: firm_name, specialization, practice_areas, jurisdiction, bio Metadata: postgres_id, lawyer_id, rating_score, years_of_experience, approval_status, created_at Legal Documents — Post-MVP: Embedded: extracted_text Metadata: postgres_id, document_id, case_id, index, file_name, file_type, uploaded_by, created_at

Qualifications

Features: 1. Automated Case Analysis: When a case is submitted, the AI automatically: Reads the case and writes a short summary Gives the case a risk score from 0 to 100 Extracts the key legal issues and tags 2. Auction-Triggered Lawyer Matching: Lawyer matching does not happen during case analysis. It runs separately only when the client opens the auction. 3. AI-Assisted Certificate Verification: When a lawyer signs up, the AI checks their certificate first. The admin then reviews the result and makes the final approval decision 4. AI Case Description Assistant: A generate button inside the case creation form allows clients to get AI help writing their case description.

Preferred

• Preference given to candidates with experience in fintech-related business execution and projects • Master's or Ph.D. degree or higher (relevant major) - Experience in setting up ORM environments in production services • Candidates who practice TDD and DDD • Experience in conducting the entire testing process for Relesase • Ability to provide and implement independent feedback based on performance benchmarking results • Experience in incrementally improving legacy systems • Experience in server infrastructure and security improvements • Proficiency in using English development documentation and references

Etc

E-7 Visa Support Continuous visa management and visa type upgrades provided through an exclusive agency Dormitory provided

Preferred Visas

Benefits

Cover Letter

Optional