Ml & backend engineer

1 day ago


Udupi, India Advith ITeC Private Limited Full time

About Advith ITe CJoin India's innovative fintech consulting company revolutionizing traditional accounting and consulting through AI and automation ITe C stands for Information Technology enabled Consulting. We have a dedicated team of individuals that are trained on tasks related to finance consulting and compliance management. We are now expanding our Technology vertical and here is an opportunity to join us.About the RoleThis is a high-impact, individual contributor role where you'll own critical ML models and backend systems from Day 1, working directly with the founding team to shape product architecture.Location: Udupi or Mangalore, Karnataka, IndiaExperience: 3-5 yearsWhat You'll Build (First 12 Months)·        ML & Intelligence Systems (60% of role)·        Backend & Integration Infrastructure (40% of role)Key Technical ChallengesHandling India-Specific Complexity : GST rules change quarterly; tax logic spans CGST/SGST/IGST/TDS with 20+ scenariosUnreliable External APIs : GST Portal has 60-70% uptime; you'll build resilient systems with offline fallbacks and retry logicOn-Premises Integration : Deploy connector agents behind corporate firewalls with auto-update capabilitiesData Quality at Scale : Process invoices with messy, inconsistent data while maintaining 95%+ accuracyReal-Time vs Batch : Balance instant validation needs with rate-limited APIs (100 calls/min for Zoho, unpredictable for GST Portal)Must-Have Technical SkillsMachine Learning3+ years of production ML experience (preferably in OCR, NLP, or document processing)Hands-on with AWS Textract, Tesseract , or similar OCR enginesExperience with GPT-4/LLM fine-tuning for domain-specific tasksStrong understanding of anomaly detection , statistical analysis, and fraud detection algorithmsProficiency in Python (scikit-learn, Tensor Flow/Py Torch, pandas, numpy)Backend Engineering4+ years of backend development in Python (Fast API/Django) or Node.jsStrong REST API design and OAuth 2.0 implementation experienceDatabase expertise: Postgre SQL (transactional integrity, audit logs) and Redis (caching, queues)Experience with ODBC connections and XML/SOAP APIs (for legacy system integration)Understanding of workflow orchestration (Temporal.io, Celery, or Airflow)Integration & DataBuilt integrations with unreliable third-party APIs (rate limiting, retry logic, error handling)Experience with webhook systems and real-time data syncKnowledge of data consistency patterns (atomicity, idempotency, rollback mechanisms)Comfortable with ETL pipelines and data validation at scaleNice-to-Have (But Not Required)Prior experience with Indian accounting systems (Tally, Zoho Books, Busy, Vyapar)Understanding of Indian tax compliance (GST, TDS, e-invoicing)Familiarity with on-premise connector agents or desktop application deploymentExperience in fintech or financial auditing domainsKnowledge of Benford's Law and financial fraud detectionBackground in security compliance (SOC2, audit trails, access controls)Startup ExpectationsOwnership : You'll own entire subsystems end-to-end (no hand-holding)Speed : Ship features in weeks, not months; iterate based on pilot client feedbackPragmatism : Choose "build vs wrapper"Documentation : Write clear technical specs; you may hand off modules to junior engineers as team scalesOn-Call Rotation : Be available for critical production issues (after Month 6)


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