Amber Group Tech Stack

Crypto trading and financial services for institutions and HNWIs

Financial Services Singapore 201–500 employees Founded 2017 Privately Held

Amber Group operates a digital asset trading and liquidity platform serving institutional and high-net-worth clients globally. The tech stack reveals a heavy emphasis on AI/ML research (PyTorch, TensorFlow, CLIP, LLaVA, GPT, Claude, Llama) paired with core trading infrastructure (Go, Python, Java, C++), suggesting active investment in autonomous trading and multimodal AI agents. Hiring is decelerating across most functions, but research and security roles remain active—aligned with listed projects around AI agent development and compliance infrastructure (transaction monitoring, reconciliation tools).

Tech Stack 27 technologies

Core StackGo Python Java C++ SAS MATLAB PyTorch TensorFlow Pandas NumPy FastAPI Microsoft Office Google Workspace GPT Claude Llama SPSS Excel PowerPoint Visio LinkedIn X OpenCV CLIP LLaVA Gradio Streamlit

What Amber Group Is Building

◆Challenges

Detecting financial crimes
Onboarding bottlenecks
Expanding distribution channels
Complex cases
Maximizing profitability
Accelerating institutional adoption of on-chain finance
Capital raising initiatives
Market perception
Low institutional adoption of defi
Operational inefficiencies in client operations

▲Active Projects

Multimodal research and development
Onboarding strategy
Incubated defi protocol project
Deal sourcing pipeline
Autonomous ai agents
Onboarding and integrating external transaction monitoring systems
Optimizing system parameters for transaction monitoring
Streamlining reconciliation processes
Developing reconciliation tools
Integration of external monitoring systems

Hiring Activity

Decelerating30 roles · 8 in 30d

Department

Finance

Ops

Legal

Marketing

Sales

Research

Security

Seniority

Manager

Intern

Mid

Senior

Junior

Lead

Notable leadership hires: Onboarding Lead

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About Amber Group

Amber Group is a Singapore-based digital asset company founded in 2017, operating as a liquidity provider and financial services firm for institutions and high-net-worth investors. The core business spans trading infrastructure across major exchanges, wealth management, lending, and investment products. The company runs a 24/7 global operation with embedded compliance (SOC 2 Type II, ISO 27001 certified) and positions security as a foundational architectural priority. Current strategic initiatives include onboarding optimization, DeFi protocol incubation, autonomous AI agent development, and transaction monitoring system integration—indicating a pivot toward both AI-driven operations and decentralized finance expansion.

HeadquartersSingapore

Company Size201–500 employees

Founded2017

Hiring MarketsChina, Singapore, United Arab Emirates, United States, Canada

Frequently Asked Questions

What is Amber Group's tech stack?

Core languages: Go, Python, Java, C++. Data/ML: PyTorch, TensorFlow, Pandas, NumPy, OpenCV. LLMs: GPT, Claude, Llama. Analytics: SAS, SPSS, MATLAB. Productivity: Microsoft Office, Google Workspace.

What is Amber Group working on?

Multimodal AI research, autonomous AI agents, DeFi protocol incubation, onboarding strategy refinement, transaction monitoring system integration, reconciliation tool development, and deal sourcing automation.