Job description
AI Engineer
Employment Type: Full-TimeLocation: Remote, SingaporeLevel: Mid to Senior (PhD Required)
Employment Type:
Location
Level:
Transform AI Research into Real-World Impact
Transform AI Research into Real-World Impact
Transform AI Research into Real-World Impact
About the Role
About the Role
About the Role
As an AI Research Engineer at Pixalate, you'll bridge the gap between fundamental AI research and production systems that protect the digital ecosystem. Working with our Research team (AFAC) that has uncovered more than $100M in ad fraud and national security threats, you'll have the autonomy to pursue groundbreaking research while seeing your innovations deployed at scale within months, not years.You'll lead research in emerging AI paradigms including autonomous agent systems, test-time compute optimization, and multimodal understanding - all applied to real-world challenges in digital safety and fraud detection.
Key Research Areas & Responsibilities
Key Research Areas & Responsibilities
Key Research Areas & Responsibilities
Agentic AI Systems Development
Agentic AI Systems Development
Agentic AI Systems Development
Design and implement multi-agent architectures for autonomous fraud detection and analysis
Design and implement multi-agent architectures for autonomous fraud detection and analysis
Develop sophisticated agent coordination systems using frameworks like LangChain, AutoGen, or custom architectures
Develop sophisticated agent coordination systems using frameworks like LangChain, AutoGen, or custom architectures
Create tool-integrated AI agents capable of complex reasoning and decision-making
Create tool-integrated AI agents capable of complex reasoning and decision-making
Research novel approaches to agent safety and alignment in production environments
Research novel approaches to agent safety and alignment in production environments
Advanced Reasoning & Test-Time Compute
Advanced Reasoning & Test-Time Compute
Advanced Reasoning & Test-Time Compute
Implement state-of-the-art reasoning systems inspired by recent breakthroughs (o1, DeepSeek-R1)
Implement state-of-the-art reasoning systems inspired by recent breakthroughs (o1, DeepSeek-R1)
Optimize inference-time compute allocation for complex analytical tasks
Optimize inference-time compute allocation for complex analytical tasks
Develop chain-of-thought and verification mechanisms for high-stakes decision making
Develop chain-of-thought and verification mechanisms for high-stakes decision making
Research novel approaches to scaling reasoning capabilities efficiently
Research novel approaches to scaling reasoning capabilities efficiently
Multimodal AI & Knowledge Systems
Multimodal AI & Knowledge Systems
Build advanced multimodal models for analyzing video, image, text, and behavioral data
Build advanced multimodal models for analyzing video, image, text, and behavioral data
Develop sophisticated RAG (Retrieval-Augmented Generation) architectures:Design high-performance vector databases and hybrid search systemsImplement advanced chunking strategies and semantic understandingCreate context-aware retrieval mechanisms for complex documents
Develop sophisticated RAG (Retrieval-Augmented Generation) architectures:
Design high-performance vector databases and hybrid search systems
Design high-performance vector databases and hybrid search systems
Implement advanced chunking strategies and semantic understanding
Implement advanced chunking strategies and semantic understanding
Create context-aware retrieval mechanisms for complex documents
Create context-aware retrieval mechanisms for complex documents
Research cross-modal learning for fraud pattern detection