Senior Data Scientist, Model Risk & Data Analytics, Internal Audit

Bytedance

Singapore, Singapore

≈ 404,4 тыс.–523,6 тыс. ₽ · 5,1 тыс.–6,5 тыс. $ · 4,4 тыс.–5,7 тыс. €

6 500 – 8 417 SGD

🏢 Офис

Без опыта

Полная занятость

Продуктовая

Сингапур

Tech

Описание вакансии

Обязанности

•Assess confidence scoring and stability

•Automate continuous auditing with risk indicators

•Build analytics dashboards

•Build data warehouses

•Communicate risk findings and recommendations

•Conduct model lifecycle audits

•Define model performance metrics

•Develop ETL data pipelines

•Develop data quality checks

•Ensure model compliance and quality

•Identify model vulnerabilities and bias

•Measure hallucination rates in LLMs

•Provide audit analytics support

•Quantify bias and fairness

•Recommend remediation strategies

•Surface insights from structured and unstructured data

•Train machine learning and AI models

•Validate model performance and fairness

Условия

•Professional development

Технологии: Accuracy, Artificial Intelligence, Bias detection, Calibration, Confidence scoring, Dashboard Development, Data Quality, Data Warehousing, Data analytics, ETL, F1-score, Fairness metrics, Language Models, Language Processing, Large Language Models, Machine Learning, Model Evaluation, Natural Language, Natural Language Processing, Precisión, Python, Recall, Robustness, SQL, Statistical validation