9 часов назад
Senior Data Scientist (Machine Learning)
114 500 - 194 700$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Machine Learning): Building trusted datasets, data pipelines, and scalable machine learning solutions for financial services with an accent on statistical analysis, feature selection, ensemble methods, and realistic model validation. Focus on distributed training and inference, detecting dataset bias and leakage, and guiding the transition of data science prototypes into production environments.
Location: Chicago, IL, United States
Salary: $114,500–$194,700 USD annually, plus a discretionary bonus program that may include an equity component.
Company
is a Fortune 500 financial institution providing financial services and guidance to individuals, families, and institutions.
What you will do
- Develop Python software to acquire, combine, and transform data from databases, files, APIs, and other sources into training, validation, and testing datasets.
- Analyze raw datasets with descriptive statistics and collaborate with domain experts to interpret data fields.
- Build unit tests, data quality checks, and ETL-style data pipelines that ensure algorithms use trusted data.
- Develop, tune, and evaluate supervised, unsupervised, and time-series machine learning algorithms, including ensemble methods and feature selection.
- Run large-scale parallel or distributed training and inference jobs on private or public cloud infrastructure.
- Present findings to technical and business audiences, guide software teams in productionizing prototypes, and lead data science training sessions and hackathons.
Requirements
- Computer Science degree at undergraduate or graduate level with a strong statistical background.
- Strong Python knowledge, including common libraries such as NumPy, pandas, and scikit-learn.
- Experience with Linux-based operating systems, Python IDEs, source control, and basic development tools.
- In-depth conceptual and practical knowledge of machine learning algorithms, dataset validation, bias and leakage detection, and realistic train/test splitting.
- Ability to solve complex problems, exercise judgment across multiple information sources, and act as a resource for less experienced colleagues.
- Work location: Chicago, IL, United States.
Nice to have
- Experience with advanced distributed machine learning frameworks such as Keras and TensorFlow.
- Experience with Azure cloud infrastructure.
- Graduate-level Data Science coursework or work, finance-sector experience, or finance coursework.
- Experience leading small projects with manageable risks and resource requirements.
Culture & Benefits
- Flexible and collaborative work culture.
- Retirement benefits, including a 401(k) and pension.
- Medical, dental, vision, spending account, disability, life, and accident insurance benefits.
- Paid time off, parental and caregiver leave, and additional voluntary well-being benefits.
- Opportunities for internal movement, accessible senior leadership, and participation in community-focused work.
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