Search by job, company or skills

Tristone Financial

Ai Engineer

Tristone Financial
Mumbai, India
Fresher
Save
new job description bg glownew job description bg glow
  • Posted 4 days ago
  • Be among the first 20 applicants
Early Applicant

Job Description

Role

  • Building & Owning the AI Agent Infrastructure
  • Designing and deploying multi-agent systems for investment research, M&A due diligence screening, and FP&A automation using Python and frameworks like LangChain or CrewAI
  • Setting up and managing a private cloud environment (AWS or Azure) where all AI workloads run ensuring client data never leaves Tristone's controlled environment
  • Building and maintaining an internal knowledge base (vector database) that indexes all past project work and makes it searchable by AI agents and analysts
  • Integrating AI agents with external financial data sources using controlled API connections with rate limiting and audit logging
  • Owning the prompt library: write, test, version-control, and continuously improve the prompts used by all agents
  • Data Privacy & Security
  • Architect a private LLM deployment self-hosted open-source models or private cloud instances so client data never passes through shared public APIs
  • Implementing data classification: tag incoming data by sensitivity and enforce routing rules so confidential data only reaches approved private models
  • Maintaining full audit logs of every AI agent action what went in, what model processed it, what came out, who accessed it
  • Enforcing role-based access controls so analysts use AI tools within defined permissions
  • Produce monthly privacy compliance reports for senior leadership
  • Coordinating with External Development Partners
  • Serving as Tristone's technical point of contact for any outsourced developers or firms building AI modules
  • Reviewing all code from external partners before deployment checking security, data handling, and quality
  • Writing technical specifications that translate analyst workflow requirements into developer briefs
  • Managing all code in a private GitHub repository with documentation Tristone always owns and controls the codebase
  • Continuous Improvement & Fine-Tuning
  • Monitoring AI agent outputs daily: track accuracy, hallucination rates, and analyst feedback then improve prompts and configurations
  • Fine-tuning models on Tristone-specific financial language over time starting with prompt engineering, progressing to RAG, and eventually supervised fine-tuning
  • Evaluating new AI tools monthly and recommend adoption where there is clear ROI
  • Training & Supporting the Analyst Team
  • Running onboarding sessions for analysts on how to use AI tools effectively practical, not theoretical
  • Building a simple internal dashboard showing team AI usage and time saved per person
  • Being the go-to person when an agent produces a wrong output diagnose it and fix it quickly
  • Complying with IT policies and procedures
  • Maintaining security of information at all times

More Info

Job Type:
Permanent Job
Industry:
Other
Function:
Ai/Technology
Employment Type:
Full time

About Company

Tristone Financial

Job ID: 148383653

Jobs by Skill - IT
Jobs by Skill - Non IT
International Jobs
Last Updated: 26-05-2026 06:29:03 PM
Homejobs in MumbaiAi Engineer

Similar Jobs

AI Engineer / GenAI Developer (Python).

Capgemini
C
Navi Mumbai, India

Skills:

Api Development, React, Python, LangChain, Anthropic, Pinecone, PGVector, prompt engineering, LangGraph, Chroma, OpenAI, Gemini, RAG architectures

2-5 Yrs | FDE AI Engineer | Mumbai | 5 Days WFO

Michael Page
M
Mumbai, India

Skills:

data engineering , Java, Typescript, Javascript, Microservices, Python, ML platforms, machine learning systems, full-stack engineering, event-driven architectures

Lead AI Engineer

Baker Hughes
Mumbai, India

Skills:

Python development, AWS, API design and versioning, containerized microservice-based architectures, DevOps practices, CI CD pipelines

Sr. AI Engineer

revvity
Thane, India

Skills:

Data Modeling, Docker, Python, Processing Techniques, Full Stack Technologies, SageMaker Studio, Generative AI, System Architectures, AWS Cloud Services, Next.JS, Prompt Engineering

AI Engineer

tata tele business services
Navi Mumbai, Mumbai, India

Skills:

Apis, Random Forest, XGBoost, Python, LangChain, embeddings, LLMs, n8n, Pinecone, Vector DBs, Semantic Kernel, Chroma, FAISS, RAG, LlamaIndex, Prompt Engineering