Senior Analyst, AI Implementation

Third Bridge Group; Mumbai; On-site; INR 1,800,000 - 3,000,000; Full time

Benefits offered by this job

Competitive pay

PTO & holidays

Learning & development budget

Private medical insurance

Life insurance 4x CTC

Flexible work options

Snacks & beverages

CSR days

Diversity & inclusion

Job summary

Third Bridge is seeking an AI-focused engineer in Mumbai to own production-grade software and ML tooling across AI implementations. You will design, build, and scale prompt-based workflows and retrieval pipelines, collaborating with Technology, Product, Compliance, and Data teams to ship reliable systems.

The ideal candidate has 2–5 years shipping software or data/ML systems, strong Python skills, and practical experience with LLM workflows, testing, and monitoring.

Qualifications

• 2–5 years of experience building and shipping software or data/ML systems in production.
• Strong Python and a track record of taking work from prototype to production, with testing and monitoring.
• Practical experience with LLM workflows - prompting, retrieval, and evaluation.
• Ability to work independently within a workstream and communicate trade-offs clearly to technical and non-technical partners.

Responsibilities

• Own one or more workstreams end-to-end: scope the problem, design the approach, build it in Python, and carry it through to a stable, monitored production system.
• Design and productionise prompt-based workflows, retrieval pipelines, and evaluation harnesses, focusing on quality, cost, and reliability at scale.
• Partner with Technology, Product, Compliance, and Data teams to integrate builds into the wider stack and deployment path.
• Set engineering standards for the team — code review, testing, documentation — and coach Analysts.
• Diagnose and resolve data-quality and performance issues, and make pragmatic trade-offs when internal systems impose constraints.
• Contribute to the team's roadmap by surfacing high-value opportunities and flagging risk early.

Skills

Python

LLM workflows

Testing & monitoring

Independent work

Leadership potential

Tools

Git

Docker

Monitoring tools

Job description

Third Bridge is a leading global research firm established in 2007, with a team of over 1,500 employees worldwide dedicated to fueling decisions with expert insights. We accelerate and enhance decision-making for investors and business leaders by unearthing unique expert insights across multiple sectors, geographies, and topics.

For nearly 20 years, we’ve helped clients access knowledge on demand from experts, in-person and through our Library covering over 65,000 companies.

Third Bridge produces primary research for private equity, credit, and corporate clients globally. The Private Markets Strategy function owns how that content is built, deployed, and scaled. We are integrating AI across the content lifecycle - from expert identification and vetting through transcript generation, Company Briefs, and demand-signal detection. The AI Implementation team turns those initiatives into working systems.

You Will Work Across Three Broad Surfaces

• Internal content and operations systems - tooling and data workflows that make our content cleaner, faster to produce, and easier to discover across the business.
• Client-facing AI products - the next generation of AI-powered research experiences delivered to institutional clients.
• Demand and coverage intelligence - systems that detect where content is thin, where client demand is concentrating, and which companies, sectors, or themes to prioritise next.

What You Will Do

• Own one or more workstreams end-to-end: scope the problem, design the approach, build it in Python, and carry it through to a stable, monitored production system.
• Design and productionise prompt-based workflows, retrieval pipelines, and evaluation harnesses, with an eye on quality, cost, and reliability at scale.
• Partner directly with Technology, Product, Compliance, and Data teams to integrate builds into the wider stack and clear the path to deployment.
• Set engineering standards for the team - code review, testing, documentation - and coach Analysts through their work.
• Diagnose and resolve data-quality and performance issues, and make pragmatic trade-offs when internal systems impose constraints.
• Contribute to the team's roadmap by surfacing high-value opportunities and flagging risk early.

What This Role Is Not

• Not a pure research role. The emphasis is on shipping and integrating reliable systems, not novel model development.
• Not an end-to-end infrastructure ownership role. You build in close partnership with the teams that own the underlying platforms rather than owning that infrastructure yourself.
• Not a people-management role at this level, though you will mentor Analysts and are expected to lead by technical example.

What You Bring

• 2-5 years of experience building and shipping software or data/ML systems in a production environment. Consulting (MBB or Big 4) or high-growth startup experience alongside solid technical delivery is a plus.
• Strong Python and a track record of taking work from prototype to production, including testing, monitoring, and iteration.
• Practical experience with LLM workflows - prompting, retrieval, and evaluation - and good judgement about where they do and do not fit.
• Ability to work independently within a workstream, make defensible trade-offs, and communicate them clearly to technical and non-technical partners.
• Comfort operating across functions and translating fuzzy business problems into concrete, shippable systems.
• Early signs of leadership - mentoring juniors, raising the bar on quality, and owning outcomes rather than tasks.

How You Will Be Measured

• The reliability, quality, and business impact of the systems you own end-to-end.
• Autonomy - how much can be handed to you with confidence, and how well you manage ambiguity.
• Effectiveness of your cross-functional partnerships and the strength of the Analysts you coach.

Career Path

The natural progression is toward the AI Implementation Lead (AVP) track, subject to performance, sustained ownership of production systems, growing cross-functional influence, and demonstrated coaching of Analysts.

Why work for us?

• Competitive Compensation: Enjoy a competitive salary reflective of your skills and experience.
• Time Off: Benefit from 18 days of paid time off (PTO), 8 fixed holidays, 1 floating holiday, and 8 casual leaves. PTO increases with tenure.
• Learning & Development: Receive a personal development reimbursement yearly for customised learning programs. Additionally, a dedicated budget supports studies and job-related qualifications.
• Health & Well-being: Access private medical insurance, maternity benefits, and engage in various events promoting mental health.
• Life Cover: Automatically enrolled in Life Insurance cover from your date of hire, providing coverage 4x the annual CTC.
• Flexibility: Flexible work options, such as Work from Anywhere program, hybrid work options, and flex days, offered at the company’s discretion and subject to annual review.
• Snacks & Refreshments: Stay energised with daily snacks, tea, and coffee provided.
• CSR Days: Contribute to social responsibility with 2 CSR days annually - take time off to volunteer.
• Equal Opportunity Employer: Third Bridge is proud to foster diversity and inclusion. All qualified applicants will be considered without regard to race, color, religion, sex, national origin, disability, veteran status, or any other status protected under local laws.

The successful candidate must, by the start of the employment, have permission to work in the country they are applying.

We know that to be truly innovative, we need to have a diverse team around us. That is why Third Bridge is committed to creating an inclusive environment and is proud to be an equal opportunity employer.

Third Bridge values your trust and is committed to the responsible management, use, and protection of personal information. By submitting a Third Bridge job application, I hereby provide Third Bridge (including Third Bridge's affiliates and relevant third-party suppliers) with my consent to collect, store and process my personal information for the purpose of recruitment administration, as well as to share such personal information with third parties for the same purpose, in accordance with the Candidate Privacy Notice.

Third Bridge values your trust and is committed to the responsible management, use, and protection of personal information. By submitting a Third Bridge job application, I hereby provide Third Bridge (including Third Bridge's affiliates and relevant third-party suppliers) with my consent to collect, store and process my personal information for the purpose of recruitment administration, as well as to share such personal information with third parties for the same purpose, in accordance with the Candidate Privacy Notice.