Application Architect
Tech Mahindra
8 - 13 years
Bengaluru
Posted: 01/01/2026
Job Description
Experience - 8-13 years
Location - Open
We are seeking an experienced Application Architect to lead the design, development, and evolution of large-scale digital products, AI/ML platforms, and enterprise systems. The ideal candidate is a hands-on technologist with strong experience in end-to-end product engineering , solution architecture , AI/ML systems , and cloud-native platforms .
This role requires a technical leader capable of working across UI/UX, middleware, microservices, data engineering, MLOps, and agentic AI ecosystems.
Key Responsibilities
1. Architecture & Technical Leadership
- Design end-to-end enterprise systems spanning UI frameworks, API layers, microservices, middleware, databases, and cloud infrastructure .
- Lead design and development of AI/ML platforms , agentic frameworks , automation workflows , and advanced analytics systems .
- Translate business requirements into scalable, secure, and maintainable technical architectures.
- Make high-impact decisions on system design, technology selection, performance, and fault tolerance.
2. Product Engineering & Development
- Oversee architecture and engineering of complex digital productsweb, mobile, cloud, and data-intensive platforms.
- Guide teams in building highly available systems using Python, FastAPI, Django, Node.js, React, React Native , and related technologies.
- Architect data processing, ETL/ELT, and AI pipelines using Airflow, NiFi, Beam, MLFlow , etc.
3. AI/ML & Agentic Systems
- Design multi-agent systems using LangGraph, AutoGen, CrewAI, Google ADK, MCP, A2A .
- Build GenAI workbenches, guardrail systems, RAG architectures, vector databases, embeddings, and model-driven workflows.
- Integrate LLMs, SLMs, and cloud AI platforms such as AWS Bedrock, Vertex AI, OpenAI, DeepSeek, Llama, Mistral .
4. Cloud Architecture
- Architect scalable systems across AWS, Azure, and GCP leveraging services such as EC2, EKS, S3, RDS, Redshift, Glue, CloudSQL, Spanner, Synapse, ADLS, and more.
- Implement cloud security, monitoring, cost optimization, and distributed application deployments.
5. Stakeholder & Delivery Management
- Collaborate with clients, business teams, and senior leadership to define technical strategies and roadmaps.
- Lead agile delivery, sprint planning, technical reviews, and release management.
- Drive end-to-end execution for platforms supporting large user bases and mission-critical workloads.
6. Team Leadership
- Lead, mentor, and manage large cross-functional teams of developers, data scientists, and engineers.
- Foster best practices in coding, architecture reviews, DevOps, testing, and CI/CD pipelines.
Required Skills & Expertise
Technical Skills
- Architecture & Design: Microservices, distributed systems, event-driven architectures, API design.
- Languages & Frameworks: Python, Node.js, JavaScript, React/Redux, Django, FastAPI, DRF, GraphQL.
- AI Ecosystem: LangChain, LangGraph, LlamaIndex, vLLM, Triton, DeepSpeed, guardrails, vectorDBs (Milvus, Chroma, Faiss).
- ML Ecosystem: Scikit-Learn, PyTorch, TensorFlow, HuggingFace Transformers, MLFlow, ONNX Runtime, HF Tokenizers, BERT/DistilBERT pipelines, model quantization (INT8/FP16), model distillation, pruning.
- Mobile Ecosystem: React Native, Flutter, Native Android, Hybrid App Development.
- Cloud Platforms: AWS, Azure, GCP, Digital Ocean.
- Databases: PostgreSQL, MongoDB, MySQL, Redis, ElasticSearch, Neo4J, GraphDB.
- Data Engineering: Airflow, NiFi, Beam, MLFlow, Airbyte.
- DevOps: CI/CD, containerization, Kubernetes, monitoring, logging frameworks.
Soft Skills
- Excellent stakeholder communication and client management.
- Strong analytical thinking and problem-solving ability.
- Demonstrated leadership in large-scale delivery.
- Ability to drive innovation, transformation, and platform thinking.
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