Senior Data Scientist
Tasks
- Build benchmarks and red team suites and report FAR FRR ROC PR and calibration
- Conduct bias and fairness audits and align with ISO IEC 30107 best practices
- Design train and deploy computer vision and deep learning models for presentation attack detection and deepfake detection
- Own datasets end to end including collection labeling quality gates and hard negative mining
- Run ablations and adversarial stress tests
- Ship models with latency and SLA targets and collaborate on scalable inference APIs and monitoring
- Track state of the art methods and adopt techniques to improve security latency or cost
- Translate fraud patterns into model features and detection rules
Perks/Benefits
- N/A
Skills/Tech-stack
Adversarial Testing | Bias/fairness | CI/CD | CUDA | Calibration | Computer Vision | Contrastive Learning | Data labeling | Deep learning | Experiment tracking | FFmpeg | Hard Negative Mining | Inference Optimization | Latency optimization | Metric Learning | Model Monitoring | Negative mining | ONNX Runtime | OpenCV | PyTorch | Python | ROC analysis | Temporal models | TensorRT | Transformers
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Related jobs
-
Software Engineer, Data Infrastructure & Acquisition - Yogyakarta, Indonesia IDR 84000K-138000KBash | Cloud platform | Data Processing | Docker | Google CloudMid-level Full TimeYogyakarta, Indonesia18h ago
-
Credit Risk | Data Analysis | Data Cleansing | Data verification | Feature SelectionEntry-level Full TimeJakarta, Jakarta, Indonesia20h ago
-
Apache Kafka | BigQuery | Cloud PubSub | DBT | Data LakesAutonomy | Flat structure | Growth opportunities | High-impact work | TrustMid-level Full TimeIndonesia3d ago
-
API Development | Amazon Web Services | Artificial Intelligence | Azure | Cloud ComputingSenior-level Full TimeJakarta, Indonesia4d ago
-
Credit Risk | Credit risk modeling | Data Cleansing | Data Quality | Data VisualizationEntry-level Full TimeJakarta, Jakarta, Indonesia5d ago
-
Credit Risk | Credit Scoring | Credit risk modeling | Dashboards | Data QualityEntry-level Full TimeJakarta, Jakarta, Indonesia5d ago
-
Mid-level Full TimeJakarta, Jakarta, Indonesia6d ago
-
Software Engineer, Data Infrastructure & Acquisition - Bandung, Indonesia IDR 93000K-138000KBash | Cloud platform | Data Processing | Docker | GCPAsynchronous culture | Collaborative team atmosphere | Remote-friendly environmentMid-level Full TimeBandung, Indonesia7d ago
-
Mid-level Full TimeJakarta, Jakarta, Indonesia7d ago
-
Credit Risk | Credit risk modeling | Dashboards | Data Integrity | Data PreprocessingEntry-level Full TimeJakarta, Jakarta, Indonesia8d ago
-
Computer Vision | Data benchmarking | Deep learning | Model Deployment | Model QuantizationEntry-level InternshipJakarta8d ago
-
Senior-level Full TimeJakarta, Jakarta, Indonesia9d ago
-
Credit Risk | Credit risk modeling | Data Binning | Data Cleansing | Data verificationEntry-level Full TimeJakarta, Jakarta, Indonesia10d ago
-
Mid-level Full TimeDKI JAKARTA, Indonesia13d ago
-
Mid-level Full TimeJakarta, Indonesia16d ago
-
Credit Risk | Credit Risk Scoring | Dashboards | Data Cleansing | Data IntegrityEntry-level Full TimeJakarta, Jakarta, Indonesia17d ago
-
Software Engineer, Data Infrastructure & Acquisition - Surabaya, Indonesia IDR 93000K-138000KBash | Cloud platform | Data Ingestion | Data Processing | DockerAsynchronous culture | Flexible management style | Impactful product | Remote-friendly work environmentMid-level Full TimeSurabaya, Indonesia17d ago
-
Credit Risk | Credit Risk Scoring | Dashboards | Data Analysis | Data CleansingFast-paced environment | Team collaborationEntry-level Full TimeJakarta, Jakarta, Indonesia21d ago
-
Mid-level Full TimeJakarta Selatan, Jakarta, Indonesia23d ago
-
A/B | A/B Testing | Apache Hive | B testing | Clickstream analyticsBirthday leave | Flexible work hours | GrabFlex benefits | Medical insurance | Parental leaveSenior-level Full TimeJakarta, Indonesia25d ago
-
Cloud Platforms | Credit Risk | Data Analysis | Data Modeling | Feature EngineeringSenior-level Contract Full TimeJakarta25d ago
-
Credit Risk | Credit risk modeling | Dashboards | Data Validation | Data cleaningEntry-level Full TimeJakarta, Jakarta, Indonesia26d ago
-
AWS Glue | Apache Airflow | Azure Data | Azure Data Factory | BigQueryEntry-level Full TimeJakarta, Jakarta, Indonesia27d ago
-
AWS Glue | Apache Airflow | Azure Data | Azure Data Factory | BigQueryEntry-level Full TimeJakarta, Jakarta, Indonesia1mo ago
-
A/B | A/B Testing | Artificial Intelligence | B testing | Clickstream analysisBirthday leave | Flexible work arrangements | Medical insurance | Parental leave | Term life insuranceSenior-level Full TimeJakarta, Indonesia1mo ago