SMC Group Tech Stack

Financial services platform with emerging AI-driven trading and compliance automation

Financial Services New Delhi, Delhi 1,001–5,000 employees Founded 1994 Public Company

SMC Group operates a diversified financial services infrastructure serving Indian institutional and retail clients across equities, commodities, currencies, and wealth management. The tech stack reveals a fintech org in transition: core services run on Java/Spring Boot + PostgreSQL/MongoDB on AWS, but active adoption of Llama 3, Mistral, Gemma, and RAG tooling (LangChain, Qdrant, Milvus) alongside PyTorch signals a push toward AI-powered trading signals and compliance automation. Engineering-heavy hiring at senior levels suggests they're scaling capability to handle both existing payment/clearing system reliability and new ML model deployment.

Tech Stack 61 technologies

Core StackJava Scala Go Apache Spark PostgreSQL React Next.js MongoDB Redis AWS Python PyTorch LangChain SageMaker AWS Lambda AWS Glue C++ Ansible Puppet Spring Boot Git SQL Transformers Qdrant Milvus Bedrock AWS Fargate AWS ECR Athena Chef+26 more

AdoptingRAG Llama 3 Mistral Gemma QLoRA

What SMC Group Is Building

◆Challenges

Scaling engineering team
Technical bottlenecks
Performance issues
Ensuring compliance with financial regulations
Maintaining payment system reliability
Off-hours testing during critical releases

▲Active Projects

Trading advisory compliance automation systems
Low-latency trading signal models
Fine-tune llama 3 for rag

Hiring Activity

Accelerating5 roles · 2 in 30d

Department

Engineering

Seniority

Senior

Manager

Notable leadership hires: Tech Lead

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About SMC Group

SMC Group is a publicly listed financial services company founded in 1994, headquartered in New Delhi. The firm offers brokerage services across equities (spot and derivatives), commodities, and currencies; investment banking; wealth advisory; IPO and mutual fund distribution; depository and clearing services; insurance broking; and alternate investment funds. The 1,001–5,000 person organization serves corporate clients, institutional investors, high-net-worth individuals, and retail customers. Current infrastructure priorities include trading advisory compliance automation, low-latency signal generation, and internal AI fine-tuning for regulatory workflows.

HeadquartersNew Delhi, Delhi

Company Size1,001–5,000 employees

Founded1994

Hiring MarketsIndia

Frequently Asked Questions

What tech stack does SMC Group use?

Core stack: Java, Spring Boot, PostgreSQL, MongoDB, Redis on AWS. Data: Apache Spark, Athena, AWS Glue. ML: PyTorch, Transformers, LangChain, Qdrant, Milvus, SageMaker, Bedrock. Frontend: React, Next.js. Infrastructure: Ansible, Puppet, Chef for orchestration.

What AI models is SMC Group adopting?

Active adoption of Llama 3, Mistral, and Gemma. Current projects include fine-tuning Llama 3 for RAG workflows and low-latency trading signal models, with QLoRA optimization.