обновлено 10 дней назад
Senior Machine Learning Engineer (Fintech)
154 275 - 199 650$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Fintech): Developing and deploying ML models and AI applications for market surveillance with an accent on high-volume financial data processing and regulatory compliance. Focus on building production-quality data pipelines, training sequence models, and operationalizing LLM-based agent systems within a highly regulated environment.
Location: Chicago, Illinois, United States; hybrid schedule with four days in the office.
Salary: $154,275–$199,650 base salary annually, plus possible incentive compensation and equity programs.
Company
provides financial market infrastructure, trading, clearing, and investment solutions across equities, derivatives, FX, and digital assets.
What you will do
- Prototype, train, deploy, and monitor machine learning models for order book analysis, alert detection, and sequential financial data.
- Develop and operate production AI agent systems and LLM-based software workflows.
- Own ML training and deployment infrastructure on Snowflake.
- Build production-quality data pipelines processing terabytes of daily financial market data.
- Develop explainability and process-compliance solutions for AI and ML systems.
- Provide architecture guidance, code reviews, mentorship, documentation, and collaboration across engineering teams.
Requirements
- Bachelor’s degree in a quantitative field.
- Production machine learning experience with time-series or sequential data, including model training, deployment, and monitoring at scale.
- Deep learning experience with temporal or representation problems, such as sequence models or time-series embeddings.
- Five or more years of software engineering experience, primarily with Python, plus version control, automated testing, CI/CD, Docker, and enterprise cloud data platforms.
- Strong SQL skills and experience working with large-scale datasets.
- Must be legally authorized to work in the United States without current or future employer sponsorship; this position is not eligible for visa sponsorship.
Nice to have
- Experience with PyTorch, custom training loops, distributed multi-GPU ML, and experiment tracking.
- Experience building production applications with LLM APIs, agent orchestration, and coding agents.
- Knowledge of TCNs, transformers, time-contrastive learning, ARIMA, scikit-learn, anomaly detection, or weakly supervised clustering.
Culture & Benefits
- Four-day in-office work model supporting team connection and collaboration.
- Health, dental, vision, telemedicine, and mental health benefits.
- Paid vacation, personal, sick, parental, and community service leave.
- 401(k) match, employee stock purchase plan, tuition assistance, and charitable giving match.
- Complimentary meals, snacks, coffee, on-site gyms, and fitness discounts.
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