08 Nov
|
atologist infotech
|
Surat
08 Nov
atologist infotech
Surat
On-site: Surat
Experience: 4+ years of experienceYou will work closely with a highly team-oriented team to build AI-native systems leveraging LLMs, contextual memory, tool orchestration, and autonomous workflows, going beyond traditional ML pipelines.
Key Responsibilities
AI Agent System Development
- Design and implement agent-oriented systems supporting task decomposition, memory handling, and contextual planning.
- Build agents capable of autonomous reasoning and goal-driven execution.
Framework Engineering
- Develop and enhance our in-house AI Agent Framework with reusable components such as tools, memory modules, and orchestration logic.
- Ensure modularity, extensibility, and performance.
Contextual Intelligence
- Implement vector search, semantic retrieval, and long-term memory systems.
- Enable persistent, context-aware, and goal-oriented agent behavior.
Natural Language Interfaces
- Integrate LLMs (e.g., OpenAI, Anthropic) with NLP/NLU layers.
- Enable natural task inputs, reasoning chains, and autonomous decision-making.
API Engineering
- Design and develop RESTful APIs using FastAPI, Flask, or Django .
- Expose agent capabilities and integrate with internal and external systems.
System Architecture
- Architect scalable, event-driven,
microservice-based systems optimized for AI-native workloads.
- Ensure reliability, observability, and performance at scale.
Ethical AI
- Build responsible AI systems with a strong focus on safety, transparency, privacy, and user trust .
Required Skills & Qualifications
- Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence , or a related field.
- Strong software engineering skills in Python (3.x) .
- Solid understanding of async programming, system design, and type safety .
AI / LLM Experience
- Hands-on experience with LLMs for reasoning, prompt engineering, chaining, or agent-based systems
Frameworks & Tools
- Web frameworks :FastAPI, Flask, or Django :
- Agent frameworks: LangChain, LlamaIndex , or similar
- Vector databases :FAISS, Weaviate, Pinecone :
- Data & messaging: PostgreSQL, Redis, Celery, RabbitMQ
Version Control & Testing
- Proficient with Git workflows :
- Experience writing tests using Pytest or similar frameworks
Bonus Skills (Nice to Have)
- Experience with autonomous agents, tool-calling, or memory-driven task systems
- Familiarity with cognitive architectures or symbolic reasoning :
- Contributions to open-source AI frameworks or tooling
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📌 Ai Engineer (Surat)
🏢 atologist infotech
📍 Surat