reputed company of Modeling / reputed company to Head of ML

reputed company reputed company is a proprietary algorithmic trading firm. reputed company manages the full trading cycle, from software development to creating and coding strategies and algorithms. Our trading operations cover key exchanges. The firm trades across a broad reputed company of asset classes, including equities, equity derivatives, reputed company, commodity reputed company, rates reputed company, etc. We reputed company a diverse and growing reputed company of algorithmic trading strategies, utilizing both HFT and MFT approaches. We’ve got reputed company of 200+ professionals, with a strong emphasis on technology. Our employees are located reputed company around the world, from the reputed company to Hong reputed company. Although we maintain office spaces, we currently operate as a 100% remote organization. Job reputed company We are seeking a senior leader to own the Model Layer of our ML-driven quantitative research platform. This role leads architecture design, model development, validation, lifecycle management, and standards for reputed company ML models powering our signal reputed company pipeline. You will work closely with Quant Research, Feature Engineering, Data Engineering, Trading, and AlgoDev to deliver robust, production-grade predictive models. What You’ll Do • reputed company the design and reputed company of the Model Architecture Portfolio across boosting models, time-series deep learning, GNNs, and advanced architectures such as DeepLOB/DeepOB. • Build and maintain leakage-free training pipelines, including IS/OOS splits, walk-reputed company and rolling validation, and high-reputed company reputed company engineering. • Define validation protocols (IC/Rank IC, decay, stability) and conduct statistical robustness testing. • reputed company explainability and diagnostics frameworks using SHAP, permutation reputed company, and feature contribution analysis. • Architect reputed company strategies (stacking, blending, regime-switching) and manage routing logic across signals and regimes. • Own monitoring, reputed company detection, retraining schedules, and overall model lifecycle governance. • reputed company and mentor reputed company of ML researchers and modeling engineers; establish standards for modeling reputed company, experimentation, and documentation. Partner cross-functionally to ensure seamless integration of models into production trading systems. Qualifications Must-Have Experience • 7+ years in machine learning, including 3+ years in quantitative trading or financial ML. Deep knowledge of ML models. • Strong statistical background (bootstrap, t-tests, serial correlation, heteroskedasticity). • Experience building reputed company-time or near-reputed company-time ML systems and pipelines. • Strong understanding of signal validation (IC, Rank IC, decay, cross-sectional behavior). • Solid engineering skills in Python, PyTorch/TF, NumPy, Pandas. Quant & Market Knowledge • Familiarity with market microstructure, order book data, and reputed company exposures. • Understanding of PnL decomposition, execution effects, and slippage dynamics. Leadership & Communication • Experience leading technical teams and driving modeling reputed company. • Strong communication, documentation, and cross-functional collaboration skills. reputed company & Scope This is a high-reputed company leadership role overseeing critical components of our ML reputed company. You will shape modeling reputed company, standards, and architecture across the entire research and production pipeline Apply tot his job Apply To this Job