Vector database production implementation: indexing, retrieval optimization, performance tuning
Evaluation & metrics for RAG systems & chatbots
Build document processing pipelines with intelligent chunking, metadata extraction, and multi-format handling
Requirements
genai
fastapi
hybrid search
sentence-transformers
llm integration
fine-tuning
Experience building GenAI applications from scratch including custom chunking strategies, metadata extraction, multi-format document processing pipelines, indexing, context management, memory management, fine-tuning techniques, model compression techniques, etc. (Must be able to demonstrate through technical justification and code)
Knowledge of deployment, monitoring, ethics, and governance principles; RESTful API development with FastAPI including error handling
Built and implemented enterprise-level GenAI chatbots capable of natural-language search over extensive document repositories and databases.
Embeddings and semantic search: sentence-transformers, similarity search, distance metrics implementation
Production LLM integration / hosting: context management, token optimization, streaming responses, citation systems
Benefits
Opportunity to mentor and shape GenAI practices across the organization
Training + Development
Information not given or found
Interview process
Information not given or found
Visa Sponsorship
Information not given or found
Security clearance
Information not given or found
Company
Overview
Founded 2003
Year Established
The company was established in 2003 with a focus on revolutionizing capital project delivery through cloud software.
$84M Revenue
Annual Revenues
Recent annual revenues were estimated to be around $84 million, growing alongside public infrastructure funding.
90% Staff in India
Global Workforce
Nearly 90% of the company's staff are based in India, driving global product innovation from there.
1,000 Staff Goal
Headcount Expansion
Plans to double the headcount in Mysore from ~500 to over 1,000 within a few years, reflecting rapid scaling.
The company digitizes the full construction lifecycle—planning, bidding, safety, quality, maintenance—for owners of bridges, roads, transit, and water systems.
Its flagship Masterworks suite supports infrastructure projects such as large highway upgrades, transit infrastructure, water utility overhauls, and public building programs.
The company has signed major multi-year SaaS contracts with state DOTs and utilities across North America, managing over $300 billion in capital programs.
India serves as a major R&D hub, with centers in Bangalore and Mysore developing core features and AI-driven tools.
Culture + Values
Emphasizes good work culture and work-life balance
Encourages freedom to innovate and explore
Values accountability, fostering careful and responsible work
Promotes an open culture with transparent and open communication
Provides excellent learning opportunities to nurture talent
Environment + Sustainability
Opened a global R&D center in Bangalore featuring wellness, recreational spaces, advanced demo rooms and ergonomic workstations designed to support hybrid work and employee well-being, promoting resource-efficient workspace usage
No publicly stated net-zero target date found on official channels or LinkedIn
Engages in community initiatives in India via "Aurigo Cares" (local universities, charities, business community partnerships)
Inclusion & Diversity
CEO Approval 95%
Glassdoor Rating
CEO receives high approval from employees based on Glassdoor reviews.
Employee Ratings
By Gender and Race
Glassdoor demographic ratings show that 4.5 stars (Men), 3.7 stars (Women), and 4.6 stars (Asians) across various review counts.
Senior leadership described as listening to junior folks, fostering open dialogue and feedback culture (Indeed reviewer)
Colleagues described as polite and working harmoniously across gender (Engineering lead Glassdoor review)