Provenir · 6 hours ago
Sr Data Scientist
United States
Full-time
Remote
Senior Level
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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
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Required
Commercially minded expert in Data Science and Machine Learning
Ability to 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
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
51-200 employees
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)
Funding
Current Stage
Growth StageLeadership Team
L
Lawrence Smith
Founder and CEO
Andres Elizondo
Chief Financial Officer
Recent News
2024-04-18
Company data provided by crunchbase
