Note: The job is a remote job and is open to candidates in USA. MLabs is building a foundational layer for the next generation of financial markets focused on onchain economic activity. The role involves developing signal layers and APIs to enhance the effectiveness of autonomous trading agents by converting raw market data into structured signals. Responsibilities • Signal Engineering: Convert raw market data and trader behavior into structured, agent-readable signals and production-grade APIs • Agent Optimization: Design features specifically intended to reduce ambiguity for autonomous agents, minimizing the need for complex "prompt-wrangling." • System Ownership: Ship and maintain pipelines and services that run continuously, ensuring high availability and evolving over time • Output Delivery: Develop and refine target outputs including: • Correlation and regime detection models • Advanced trader tags and behavioral taxonomy • Candle and market structure feature sets • Real-time risk and momentum indicators • Confidence and edge scoring with rigorous schemas and validation Skills • Onchain Perps Expertise (Non-Negotiable): You must have hands-on experience with Hyperliquid or a similar onchain perpetual exchange. Candidates without specific experience in this niche will not be considered • Data Architecture: Proven ability to build robust data pipelines and services that handle high-throughput financial data • Crypto Market Literacy: A deep understanding of onchain market structure, capital flows, and the mechanics of decentralized protocols • Engineering Excellence: Experience building production APIs with a focus on low latency, schema validation, and reliability • Autonomy: A builder's mindset—you are comfortable working in the 'early and foundational' stage where you define the path forward Benefits • Foundational Impact: Join an early-stage team where your work directly shapes the product and the future of onchain perpetual markets • Cutting-Edge Tech: Work at the forefront of the Hyperliquid ecosystem and the burgeoning autonomous agent economy • Competitive Compensation: Competitive salary and equity packages • Remote-First Culture: High-autonomy environment designed for self-driven engineers • Professional Growth: Opportunity to solve complex problems at the intersection of quantitative finance and blockchain infrastructure Company Overview • MLabs is an IT company that specializes in offering blockchain, full-stack development, functional programming, and AI solutions. It was founded in 2018, and is headquartered in Birmingham, Birmingham, GBR, with a workforce of 51-200 employees. Its website is