Lead AI/ML Engineer — Markets Models & Agents
Macro Hive (BGC Group) is a leading independent provider of global macro strategy
We combine best-in-class human and artificial intelligence to provide institutional investors with market-leading investment opportunities
Our experts leverage large language models, such as those that power chatbots like ChatGPT, to develop innovative, data-driven solutions to complex financial problems and to build state-of-the-art models in search of alpha signals across asset classes
.
Missi
onBuild and productionise Macro Hive’s proprietary ML models and AI agents for financial market
s.
Responsibilit
* iesDevelop ML models for regimes, forecasting, event risk, sentiment and market classificati
* on.Build LLM/RAG/tool-calling agents for market intelligence and client workflo
* ws.Own model evaluation, backtesting, hallucination testing and release gat
* es.Integrate quant signals, trusted data sources and human-review contro
* ls.Benchmark model providers and open-source alternativ
es.
Must
* haveStrong Pyt
* hon.Strong ML fundamentals: classification, clustering, time series, regime detection, feature engineering and validat
* ion.Hands-on LLM/RAG/agent experie
* nce.Experience shipping models beyond notebo
* oks.Financial-market fluency: macro, FX, rates, central banks and economic d
* ata.Strong judgement on accuracy, governance and human-in-the-loop rev
iew.
Nice to
* haveForecasting/nowcasting experi
* ence.Financial NLP or fine-tu
* ning.Quant finance or systematic-strategy backgr
ound.