Data Scientist II – Model Validation and Monitoring

Essential Functions

• Lead model monitoring activities, including tracking performance metrics, detecting model and data drift, identifying data quality issues, providing root cause analysis, and recommending remediation strategies.
• Conduct rigorous model validation by providing effective challenges during model development phases, including performance testing, benchmarking, provide remediation plan, and documentation to ensure models meet business, technical, and regulatory standards.
• Explore and aggregate data independently to uncover data anomalies that impact algorithm performance
• Write production level code in a dynamic, start-up environment
• Solve complex problems using terabyte size data sets
• Apply a variety of machine learning techniques to a business problem to arrive at optimal approach
• Partner with Product and Engineering teams to solve problems and identify trends and opportunities
• Explain and visualize results and algorithm performance to non-technical audiences

Minimum Qualifications

• A minimum of 2 years of data science, engineering, mathematics, or related work experience is required.
• Experience developing data science pipelines & workflows in Python, R or equivalent programming language. Experience in writing and tuning SQL. Experience handling terabyte size datasets with Spark language.
• Experience applying various machine learning techniques, and understanding the key parameters that affect model performance
• Experience using ML libraries, such as scikit-learn, mllib, etc.
• Experience using data visualization tools
• Able to write production level code, which is well-written and explainable
• Ability to effectively communicate findings from complex analyses to non-technical audiences.

Preferred Qualifications

• Experience of using advanced ML algorithms building, testing, and deploying fraud models.
• Hands-on experience with PySpark
• Industry experience in building or validating machine learning models
• Experience exploring data and finding hidden patterns and data anomalies

Compensation

$60.00 - $65.00 per hour

About the role

Vytwo Technologies is a global leader in enterprise application integration, delivering end-to-end IT consulting and business services for mid to large-scale organizations. We offer a comprehensive suite of solutions including business and technology consulting, Cloud, e-business and digital transformation services, system integration, custom application development, re-engineering, and long-term application support.

Benefits

We offer competitive compensation, comprehensive benefits, and a supportive work environment.

Pay

$60.00 - $65.00 per hour

Schedule

Full Time