Salary
≈ $39k – $101k per year (Estimated)
Location
In office (Coimbatore)
Seniority
Senior · 3+ years exp
Overview
Company
Impact
Profile match
Transient AI is an AI software firm building an operating system to help capital market professionals, hedge funds, and investment banks automate research, trading, sales, risk, compliance and operations using AI.
We are looking for an AI/ML Engineer to join our R& D/lab function and help turn emerging AI capabilities into real, marketable products. This role sits between AI research and product engineering. You will have room to investigate new models, agent architectures, evaluation techniques, reasoning approaches, and emerging AI technologies, but the goal isn't to build technology simply because it is interesting. We are looking for someone who can answer: Is this technology useful enough to become a product, and can we actually productionize it?
Responsibilities:
- Research and evaluate emerging AI/ML technologies relevant to financial services.
- Prototype new approaches quickly and determine their practical value.
- Work with the product and engineering teams to turn promising research into production capabilities.
- Experiment with LLMs and reasoning models, agent architectures, RAG and retrieval, agent evaluation, model routing, fine-tuning and model adaptation, context engineering, AI observability, cost/latency optimization, and multimodal AI.
- AI safety and guardrails: Benchmark models and approaches using measurable evaluation criteria.
- Build proof-of-concepts that can evolve into production features.
- Develop reusable AI capabilities rather than one-off demos.
- Work with real financial-services use cases and customer problems.
- Partner with engineering to productionize successful experiments.
- Help define technical differentiation for our AI platform.
- Stay current on the rapidly evolving AI ecosystem and identify technologies worth adopting.
- Clearly communicate the business/product implications of research findings.
Requirements:
- 3-7 years of experience in ML/AI/software engineering, depending on seniority.
- Strong Python skills and solid software-engineering fundamentals. - Practical experience with LLMs and modern AI/ML systems.
- Experience with frameworks such as PyTorch, Hugging Face, LangChain/LangGraph, or equivalent.
- Understanding of model evaluation and experimentation.
- Ability to build prototypes quickly but cleanly enough to transition into production.
- Strong analytical and problem-solving skills.
- Ability to read and understand research papers and translate relevant ideas into implementations.
- Strong communication and collaboration skills.
Particularly Valuable:
- Experience with financial services or enterprise AI.
- Agentic AI experience.
- LLM evaluation/evals.
- Experience with production ML/AI infrastructure.
- Understanding of AI security, governance, explainability, and compliance.
- Experience taking an AI research idea from a paper prototype to product.
The profile we're looking for:
- Research curiosity + engineering discipline + product judgment.
- We don't want someone chasing every shiny new AI technology. We want someone who can identify which 10% of emerging technology can create 10x value for customers.
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