Lead AI/ML Engineer (DocAI) - R01557619 at Brillio

Bengaluru, Karnataka, India

Brillio Logo
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Technology, AI/MLIndustries

Requirements

  • Strong hands-on experience with Google Cloud Platform, especially Document AI, Cloud Storage, IAM, Vertex AI (preferred)
  • Proficient in Python, including Google Cloud SDK libraries
  • Familiarity with OCR and schema-based information extraction
  • Familiarity with Cloud Functions / Cloud Run
  • Understanding of security best practices for handling financial documents
  • Primary skills: Problem Formulation (Business problem to Data Science Problem), OKR Validation against statistical measures, Data Wrangling, Data Storytelling & Insight Generation, Problem Solving, Excel VBA, Data Curiosity, Technical Decision Making, Communication & Articulation (Vocal & Written), Business Acumen, Design Thinking, Data Literacy
  • Preferred Qualifications
  • Previous projects involving invoice or document parsing
  • Familiarity with BigQuery for analytics/reporting

Responsibilities

  • Design, deploy and maintain automated invoice extraction pipelines using GCP Document AI
  • Develop custom model training workflows for documents with non-standard formats
  • Preprocess and upload document datasets to Cloud Storage
  • Label documents using DocAI Workbench or JSONL for training
  • Train and evaluate custom processors using AutoML or custom schema definitions
  • Integrate extracted data into downstream tools (e.g., BigQuery, ERP systems)
  • Write robust, production-grade Python code for end-to-end orchestration
  • Maintain CI/CD deployment pipelines
  • Ensure secure document handling and compliance with data policies

Skills

GCP Document AI
Cloud Storage
IAM
Vertex AI
Python
Google Cloud SDK
OCR
Cloud Functions
Cloud Run
BigQuery
CI/CD
AutoML

Brillio

Technology consulting for digital transformation

About Brillio

Brillio helps businesses with their digital transformation by providing technology consulting services. The company focuses on creating customized digital solutions that utilize artificial intelligence and cloud technologies to meet the specific needs of each client. This includes improving operational efficiency and enhancing user experiences through real-time responses and better workflows. Brillio serves a variety of clients, including large Fortune 500 companies, with a strong emphasis on the healthcare sector. Unlike many competitors, Brillio's approach is centered on developing bespoke solutions that give clients a competitive advantage, aiming to help them evolve into 'generative enterprises.' The company's goal is to drive significant improvements in business operations and outcomes through its consulting services and technology implementations.

Edison, New JerseyHeadquarters
2014Year Founded
LATE_VCCompany Stage
Consulting, AI & Machine Learning, HealthcareIndustries
1,001-5,000Employees

Benefits

Remote Work Options

Risks

High competition in tech may impact Brillio's talent acquisition and service scaling.
Over-reliance on healthcare exposes Brillio to sector-specific regulatory and funding risks.
Expansion into new markets may stretch resources, leading to potential operational inefficiencies.

Differentiation

Brillio specializes in bespoke digital solutions for diverse industries, focusing on AI and cloud.
The company is recognized as an Enterprise Innovator in healthcare payer services.
Brillio's Cloud and AI Studio aims to modernize enterprise IT systems and optimize workflows.

Upsides

Increased demand for AI-driven healthcare solutions boosts Brillio's market potential.
Expansion in India enhances service delivery and innovation through a growing tech talent pool.
Recognition in Open Banking IT Services highlights Brillio's role in financial digital transformation.

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