Senior Data Scientist — Model Risk & Analytics

TikTok; New York (NY); On-site; USD 129,600 - 296,400; Full time

Benefits offered by this job

Medical, dental, and vision insurance

401(k) savings plan with company match

Paid parental leave

Paid personal time

Life insurance

Wellbeing benefits

Job summary

A leading technology company in New York seeks data scientists and AI developers to enhance internal audit processes. Candidates should possess a Bachelor's degree in a quantitative field and at least 5 years of data science experience, with proficiency in ML model auditing. Responsibilities include identifying risks in ML models and developing data solutions, while supporting auditors with data analytics services. A competitive compensation package, including benefits and flexible working arrangements, is offered.

Qualifications

• Bachelor’s degree in a quantitative discipline such as Mathematics, Statistics, Computer Science, Financial Engineering, Operations Research, or Economics.
• Minimum of 5 years of experience in applied data science, machine learning engineering, or AI research.
• Hands-on experience in designing, deploying, and monitoring large-scale ML models.

Responsibilities

• Conduct audits on the model lifecycle ensuring compliance with quality, performance, fairness, and risk-management standards.
• Identify model vulnerabilities including bias, fairness violations, and harmful hallucinations.
• Provide data support and guidance for audit engagements, including data quality checks and deriving insights.

Skills

Model Evaluation & Audit Frameworks

Risk Identification & Mitigation

Measurement Metrics & Statistical Validation

Communication & Collaboration

Data Analytics Services

Data Warehousing

AI-Driven Automation and Insights

Professional Development

Education

Bachelor’s degree in a quantitative discipline

Tools

SQL

Python

Hugging Face Transformers

TensorFlow

PyTorch

scikit-learn

Job description

A leading technology company in New York seeks data scientists and AI developers to enhance internal audit processes. Candidates should possess a Bachelor's degree in a quantitative field and at least 5 years of data science experience, with proficiency in ML model auditing. Responsibilities include identifying risks in ML models and developing data solutions, while supporting auditors with data analytics services. A competitive compensation package, including benefits and flexible working arrangements, is offered.