Role Overview
Confidential is hiring a mid-level AWS Engineer - Fully Remote. This is a full-time hybrid role, based in Pune. Full responsibilities, required qualifications, and the apply link are listed in the description below.
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Job Description
We are looking for LLM Engineers to design and build the reasoning, tool-use, and chaining logic that powers our AI framework. This role focuses on how large language models think, plan, decide, and act—including prompt strategies, reasoning chains, tool invocation, and structured outputs.
Job Title: LLM Engineer – Agent Reasoning & Tooling
Location: Bangalore, Hyderabad, Pune
Experience: 5–10+ years overall experience, with strong hands-on depth in LLM-based systems
Key Responsibilities:
- Design and implement reasoning chains (plan–execute–reflect, ReAct, self-consistency, decomposition strategies)
- Build structured chain-of-thought abstractions without exposing internal reasoning unnecessarily
- Optimize reasoning flows for accuracy, latency, and cost
- Translate architectural patterns into concrete agent behaviors
- Implement memory usage patterns (short-term, long-term, contextual retrieval)
- Support multi-agent interactions through well-defined interfaces and protocols
Required Skills
- Hands-on experience with LLMs and agent frameworks such as GPT, Claude, Mistral, or similar
- Strong programming skills in Python (or equivalent)
- Strong understanding of reasoning patterns (ReAct, CoT, Tree-of-Thoughts, planner–executor)
- Experience implementing tool-augmented LLM workflows
- Experience with APIs, async workflows, and distributed systems concepts
- Ability to write clean, testable, and maintainable code
- Experience with LangChain, Semantic Kernel, AutoGen, CrewAI, or similar
- Experience with RAG, vector databases, or hybrid retrieval approaches
- Strong Python programming with experience in Hugging Face transformers, LangChain,OpenAI SDK
Frequently Asked Questions
How do I apply for the AWS Engineer - Fully Remote position at Confidential?
Use the Apply button above to submit your application directly to Confidential. Most applications take less than 5 minutes if your resume and contact details are ready, and you'll be routed to the employer's official application system to finish.
Is the AWS Engineer - Fully Remote role at Confidential remote or in-office?
This is a hybrid role based in Pune. Expect a mix of in-office and remote days, with the specific cadence set by the hiring manager.
What does a AWS Engineer - Fully Remote at Confidential earn?
Confidential has not disclosed a salary range in this posting. Many employers share specifics later in the interview process; you can also ask during a recruiter screen if compensation transparency is important to you.
When was the AWS Engineer - Fully Remote role at Confidential posted?
This role was posted on April 15, 2026 (54 days ago). It's still listed as actively hiring; we re-confirm openings against the source system multiple times per day and remove closed roles.
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