6 часов назад
Associate Data Scientist (AI)
100 000 - 130 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Associate Data Scientist (AI): Building and refining machine learning solutions, ETL pipelines, and production data science features for a SaaS platform that detects financial crime risk, with an accent on statistical modeling, NLP, and large-scale unstructured data. Focus on training models, implementing solutions in Scala, leveraging LLMs for data science workflows, and solving complex customer challenges.
Location: Palo Alto, California, United States; hybrid work from home and the office
Salary: $100,000–$130,000 per year
Company
is a data science technology company providing a SaaS AI platform that helps financial institutions and government agencies detect fraud, money laundering, and criminal networks.
What you will do
- Prototype and build machine learning solutions for financial crime risk management.
- Analyze large, unstructured datasets with SQL, Python, and PySpark to answer business questions and support modeling.
- Design, write, and maintain ETL pipelines for complex datasets.
- Train statistical and machine learning models, including solutions for customer-specific challenges.
- Implement data science solutions in the production Scala codebase using software engineering best practices.
- Apply large language models to data labeling, structured information extraction, and other data science tasks.
Requirements
- MS degree or higher in Statistics, Mathematics, Computer Science, or a related field.
- At least one year of professional industry experience in addition to academic experience.
- Strong knowledge of statistics, probability, machine learning, hypothesis testing, inference, regularization, and dimensionality reduction.
- Experience with supervised and unsupervised methods such as regression, classification, clustering, random forests, boosting, and neural networks.
- Strong Python programming skills plus Scala, Java, or R; experience with SQL and/or Spark.
- Knowledge of data structures, algorithm complexity, and quantitative communication for technical and non-technical audiences.
Nice to have
- Applied NLP experience with topic modeling, text classification, word embeddings, or named entity extraction.
Culture & Benefits
- Flexible hybrid work environment with a family-friendly work-life balance.
- Company equity and an exceptional benefits package.
- Flexible vacation and paid time off.
- Employer-matched 401(k) plan.
- Lunch provided for employees in the Palo Alto office.
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