Senior Data Scientist — Model Risk & Audit Analytics

ByteDance; Singapore; On-site; SGD 80,000 - 120,000; Full time

Benefits offered by this job

Diverse teams and inclusive environment

Opportunities for professional development

Work with innovative products

Job summary

A leading technology company in Singapore is seeking experienced Data Scientists and AI Developers to enhance their Internal Audit functions. The role involves conducting audits on ML model lifecycles and ensuring compliance with quality standards. Candidates should have a strong background in data analytics, machine learning, and experience with LLMs. The ideal applicant will collaborate with stakeholders and drive innovative data solutions to support audit processes, making it essential for applicants to possess excellent communication and analytical skills.

Qualifications

• Minimum of 5 years professional experience in applied data science or machine learning engineering.
• Hands-on experience in designing, deploying, and monitoring large-scale ML models.
• Extensive knowledge of transformer-based LLM architectures and classical ML algorithms.

Responsibilities

• Conduct audits on model lifecycle to ensure compliance with standards.
• Identify model vulnerabilities and recommend remediation strategies.
• Develop collaborative relationships with stakeholders to communicate findings.

Skills

Data Analytics

Machine Learning

Statistical Analysis

SQL

Python

AWS

ETL Processes

Data Warehousing

Education

Bachelor's degree in a quantitative discipline

PhD in a quantitative discipline

Tools

Hugging Face Transformers

TensorFlow

PyTorch

scikit-learn

Job description

A leading technology company in Singapore is seeking experienced Data Scientists and AI Developers to enhance their Internal Audit functions. The role involves conducting audits on ML model lifecycles and ensuring compliance with quality standards. Candidates should have a strong background in data analytics, machine learning, and experience with LLMs. The ideal applicant will collaborate with stakeholders and drive innovative data solutions to support audit processes, making it essential for applicants to possess excellent communication and analytical skills.