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G1 GLOBAL (former Raytex IT Services) Reviews by Employees

Software Engineer

Raytex IT Services Reviews by Employees

Location : Hyderabad Full Time. Department : R& D Engineering. Reports To : Head of Engineering / CTO. Position Overview : We are hiring a technically hands-on Senior Architect to lead the design, development, and deployment of a modular AI-driven automation platform, integrating AI Agent framework, Rag Model solution, Large Language Models (LLMs), Machine Learning and rule-based automation engines. This platform will power intelligent workflow automation across internal operations, customer service, and enterprise integrations, enabling our clients to achieve hyper-productivity and reduce operational costs. Primary Responsibilities : Architecture & Framework Engineering : Architect an extensible, component-based automation framework capable of : - Custom AI Agent Framework - Pluggable ML/LLM pipelines - Custom event triggers and action processors - Event-driven workflows with state persistence Build core execution capabilities such as : - Workflow DAG handling - Task queues and async job coordination - Error handling, checkpointing, and retries - Define reusable microservice APIs and developer-facing SDKs. - Design scalable multi-tenant architecture for horizontal scaling. AI/LLM Integration : - Implement LLM abstraction layers using LangChain, Semantic Kernel, or similar libraries. - Integrate open and commercial LLMs such as OpenAI, Claude, Mistral, or Cohere. - Build Retrieval-Augmented Generation (RAG) pipelines using vector stores like Pinecone, Qdrant, or FAISS. Develop components for : - Prompt templates - Context memory - Chaining and orchestration of multi-step agents. Platform Engineering : - Containerize services using Docker and orchestrate with Kubernetes and Helm. - Build and maintain CI/CD pipelines using Azure DevOps, GitHub Actions, or Argo. - Implement scalable infrastructure patterns including autoscaling and service mesh networking. - Setup observability stack including structured logs, metrics, tracing, and alerting. UI/UX Enablement : - Enable low-code/no-code interfaces through backend schema-driven UI renderers. Collaborate with React + TypeScript frontend engineers to build : - Visual workflow builders - Monitoring dashboards - Ensure responsiveness and performance of UI for synchronous and long-running processes. Leadership & Collaboration : - Lead and mentor a cross-functional team of engineers. - Establish engineering best practices across design, coding, testing, and performance optimization. - Facilitate cross-team alignment with data scientists, DevOps, and product managers. - Support hiring efforts and technical onboarding. Minimum Qualifications : - Bachelors or Masters in Computer Science, Engineering, or related field. Preferred Technical Skills : - AI/LLM Technologies : OpenAI, Claude, Cohere, HuggingFace Transformers, LangChain, Semantic Kernel, Haystack, - Vector databases : Pinecone, FAISS, Qdrant - Workflow & Orchestration : Temporal, n8n, Redis Streams, RabbitMQ, Celery, Kafka, EventBridge - Backend & Platform : Python, Node.js, RESTful APIs, gRPC, Webhooks, Kubernetes, Docker, Cloud platforms Azure App Services, AWS Lambda, GCP Cloud Run - DevOps & Observability : GitHub Actions, Azure DevOps, Grafana, Loki, OpenTelemetry - Frontend (for UI integration) : React, TypeScript, Redux, TailwindCSS or Material UI. Soft Skills : - Strong communicator with documentation and architectural diagramming proficiency. - Collaborative mindset with a focus on mentorship, code quality, and engineering velocity. - Adaptability to rapidly evolving AI/LLM ecosystem.

Hyderabad

Senior Architect - Artificial Intelligence/Machine Learning (10-12 yrs)

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