Applied AI Engineer (Agents) - Bengaluru

Kocoa Technologies Pvt Ltd; Bengaluru; On-site; INR 900,000 - 1,800,000; Full time

Job summary

FAFF, a Bangalore-based consumer-tech company building a human + AI personal assistant, is hiring an AI Engineer to build production-grade AI agents and agentic workflows for real-world tasks.

You will own AI problems end-to-end—from understanding to production deployment—designing reliable systems with LLMs, tools, memory, and retrieval, and iterating to improve accuracy, latency, and cost.

Qualifications

• 2–3 years experience in AI/ML engineering.
• Experience at a product-based company.
• Hands-on AI/ML system development and shipping.
• Experience building AI agents and tool-calling workflows.
• Strong knowledge of LLMs and production use.
• Strong Python programming skills.
• Ability to solve ambiguous problems and implement solutions.
• Experience with RAG, embeddings, vector DBs, evaluation, prompts, or model integration.
• Proficient debugging and problem-solving.
• Avoid surface-level GenAI/LLMs exposure.

Responsibilities

• Build and deploy AI agents and agentic workflows for real-world use cases.
• Own AI problem statements end-to-end, from understanding the problem to production deployment.
• Design reliable systems involving LLMs, tools, retrieval, memory, and structured workflows.
• Experiment with different approaches and identify what works best for the problem.
• Improve accuracy, reliability, latency, and cost of AI systems.
• Build evaluation and monitoring mechanisms for AI applications.
• Work closely with product and engineering teams to translate real-world problems into AI solutions.
• Debug failures and continuously improve production AI systems.

Skills

AI/ML engineering

AI agents / agentic workflows

LLMs in production

Python programming

Problem solving

Tools

RAG

embeddings

vector databases

prompt engineering

Job description

Join FAFF as an AI Engineer to build production-grade AI agents and solve complex real-world problem statements. We want engineers who go deep into problems, not candidates with surface-level AI knowledge.

Company Details

FAFF is a Bangalore-based consumer-tech company building a human + AI personal assistant that helps users delegate everyday tasks. Website: https://usefaff.com

Requirements

• 2–3 years of experience in AI/ML engineering or a closely related engineering role.

• Current or previous experience at a product-based company.

• Strong hands-on experience building and shipping AI/ML systems.

• Experience building AI agents, agentic workflows, tool-calling systems, or similar applications.

• Strong understanding of LLMs and their practical application in production.

• Strong programming skills, preferably in Python.

• Ability to take an ambiguous problem statement and go deep to find and implement a solution.

• Experience with RAG, embeddings, vector databases, evaluation, prompt engineering, or model integration.

• Strong problem-solving and debugging skills.

• Candidates with only surface-level exposure to GenAI/LLMs will not be a fit.

Responsibilities

• Build and deploy AI agents and agentic workflows for real-world use cases.

• Own AI problem statements end-to-end, from understanding the problem to production deployment.

• Design reliable systems involving LLMs, tools, retrieval, memory, and structured workflows.

• Experiment with different approaches and identify what works best for the problem.

• Improve accuracy, reliability, latency, and cost of AI systems.

• Build evaluation and monitoring mechanisms for AI applications.

• Work closely with product and engineering teams to translate real-world problems into AI solutions.

• Debug failures and continuously improve production AI systems.

Job Details

Bangalore, Karnataka — 6 Days, Work from Office

Interview Process

• Introductory Screening

• Technical Interview

• AI Problem-Solving Round

• Hiring Manager Round

• Founder Round