Direct message the job poster from mthree
Talent Manager for Alumni PRO & Expert at mthree | IT | Technology | Cyber Security | Business Operations
* Design and implement machine learning models for financial applications, with a focus on pricing and risk analytics
* Build scalable ML pipelines for processing large-scale financial data
* Develop deep learning architectures for time series prediction, anomaly detection, and pattern recognition in market data
* Optimize model performance through advanced techniques including hyperparameter tuning, ensemble methods, and neural architecture search
* Collaborate with quants to understand pricing model requirements and identify ML opportunities
* Develop data-driven approaches to complement traditional quantitative finance models
* Support implementation of ML solutions for derivatives pricing and risk management
Core Technical Skills
* Deep understanding of ML algorithms (supervised/unsupervised learning, reinforcement learning)
* Extensive experience with neural networks, including RNNs, LSTMs, Transformers
* Expertise in gradient boosting, random forests, and ensemble methods
* Experience with generative models (GANs, VAEs, Diffusion models)
Programming & Tools
* Expert‑level Python programming
* Proficiency with ML frameworks (PyTorch, TensorFlow, JAX)
* Experience with scikit‑learn, XGBoost, LightGBM
* Strong software engineering practices and clean code principles
Data & Computing
* Experience with big data technologies (Spark, Dask)
* SQL and NoSQL databases
Experience
* Track record of successfully deployed ML models at scale
* Experience with time series analysis and forecasting
* Experience applying ML in finance, trading, or risk management contexts
* Knowledge of stochastic processes and their applications
* General understanding of financial markets and instruments
* Basic knowledge of derivatives and their risks
* Awareness of risk management principles
Seniority level
Mid‑Senior level
Employment type
Contract
Job function
Information Technology
Industries
IT Services and IT Consulting, Financial Services, and Investment Banking
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London, England, United Kingdom
Posted 1 month ago
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