187 applicants

Company

Provenir · 2 days ago

Data Scientist

Full-time

Remote

Mid Level

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AnalyticsBanking

H1B Sponsor Likely

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Responsibilities

Interface with stakeholders within the business to understand analytical requirements and opportunities

Research new machine learning algorithms and statistical techniques to solve problems in the detection and prevention of financial risk

Contribute to the productionisation of new analytical features through prototyping, requirements setting and implementation

Provide expert input into future analytical strategies and product development

Share knowledge of analytical techniques and tooling across engineering and wider business teams

Developing statistical models and algorithms for integration with Provenir products

Working with development teams to support and enhance the analytical infrastructure

Working with QA teams to advise on effective analytical testing

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Data ScienceMachine LearningPythonLGBmXGBoostDecision TreesAnomaly DetectionBayesian TheoryScikit-learnPandasNumpyScipyStatistical ModelsAnalytical TechniquesCross-ValidationOverfittingBiasLIMESHAP

Required

Knowledge of algorithms such as LGBm, decision trees, XGBoost, K means anomaly detection, Bayesian theory, etc.

Understanding of evaluation and explanation techniques in machine learning, e.g., overfitting, bias, cross-validation, LIME, SHAP, etc.

Experience and proficiency with Python and machine learning tools libraries like scikit-learn, pandas, numpy, etc, and statistical packages, e.g., Scipy

Benefits

Comprehensive health and wellness plans

Paid time off

Company holidays

Flexible and remote-friendly opportunities

Maternity/paternity leave

Company

Provenir

A Software Company that Helps Financial institutions automate loan origination, Credit risk analysis, Merchant onboarding and KYC

Founded in 2004

Parsippany, New Jersey, USA

51-200 employees

http://www.provenir.com/

H1B Sponsorship

Provenir has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2023 (1)

2022 (3)

2021 (2)

2020 (3)