ML & BackEnd Engineer

24 hours ago

Udupi, Karnataka, India Advith ITeC Private Limited Full time ₹ 12,00,000 - ₹ 24,00,000 per year

About Advith ITeC

Join India's innovative fintech consulting company revolutionizing traditional accounting and consulting through AI and automation ITeC 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 Role

This 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, India

Experience:
3-5 years

What You'll Build (First 12 Months)

· ML & Intelligence Systems (60% of role)

· Backend & Integration Infrastructure (40% of role)

Key Technical Challenges

  1. Handling India-Specific Complexity
    : GST rules change quarterly; tax logic spans CGST/SGST/IGST/TDS with 20+ scenarios
  2. Unreliable External APIs
    : GST Portal has 60-70% uptime; you'll build resilient systems with offline fallbacks and retry logic
  3. On-Premises Integration
    : Deploy connector agents behind corporate firewalls with auto-update capabilities
  4. Data Quality at Scale
    : Process invoices with messy, inconsistent data while maintaining 95%+ accuracy
  5. Real-Time vs Batch
    : Balance instant validation needs with rate-limited APIs (100 calls/min for Zoho, unpredictable for GST Portal)

Must-Have Technical Skills

Machine Learning

  • 3+ years
    of production ML experience (preferably in OCR, NLP, or document processing)
  • Hands-on with
    AWS Textract, Tesseract
    , or similar OCR engines
  • Experience with
    GPT-4/LLM fine-tuning
    for domain-specific tasks
  • Strong understanding of
    anomaly detection
    , statistical analysis, and fraud detection algorithms
  • Proficiency in
    Python
    (scikit-learn, TensorFlow/PyTorch, pandas, numpy)

Backend Engineering

  • 4+ years
    of backend development in
    Python
    (FastAPI/Django) or
  • Strong
    REST API design
    and
    OAuth 2.0
    implementation experience
  • Database expertise:
    PostgreSQL
    (transactional integrity, audit logs) and
    Redis
    (caching, queues)
  • Experience with
    ODBC connections
    and
    XML/SOAP APIs
    (for legacy system integration)
  • Understanding of
    workflow orchestration
    , Celery, or Airflow)

Integration & Data

  • Built integrations with
    unreliable third-party APIs
    (rate limiting, retry logic, error handling)
  • Experience with
    webhook systems
    and
    real-time data sync
  • Knowledge of
    data consistency patterns
    (atomicity, idempotency, rollback mechanisms)
  • Comfortable with
    ETL pipelines
    and data validation at scale

Nice-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 deployment
  • Experience in
    fintech
    or
    financial auditing
    domains
  • Knowledge of
    Benford's Law
    and financial fraud detection
  • Background in
    security compliance
    (SOC2, audit trails, access controls)

Startup Expectations

  • Ownership
    : You'll own entire subsystems end-to-end (no hand-holding)
  • Speed
    : Ship features in weeks, not months; iterate based on pilot client feedback
  • Pragmatism
    : Choose "build vs wrapper"
  • Documentation
    : Write clear technical specs; you may hand off modules to junior engineers as team scales
  • On-Call Rotation
    : Be available for critical production issues (after Month 6)

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