[High Salary] Senior Data Scientist

3 days ago

Bengaluru, India VIDA Digital Identity Full time

Senior Computer Vision & Deep Learning Scientist — Liveness & Deepfake Detection Our mission is to create innovative, robust, and user-friendly digital identity solutions. We are looking for a passionate and skilled Computer Vision & Deep Learning AI Scientist specializing in Liveness and Deepfake detection to join our dynamic team. Your work will directly impact the security and reliability of VIDA's identity verification systems. Responsibilities: - Design, train, and deploy CV/DL models for presentation attack detection (PAD) and deepfake detection (print/replay, 2D/3D masks, screen replays, injection, face-swap/GAN/diffusion). - Own datasets end-to-end: collection strategy, labeling specs, quality gates, hard-negative mining, bias/fairness audits. - Build realistic benchmarks and red-team suites; report metrics (FAR/FRR), ROC/PR, calibration; run ablations and adversarial stress tests. - Ship models with clear latency/SLA targets; partner with engineers on scalable inference APIs and monitoring (drift, false-positive hot spots). - Translate fraud patterns into model features and detection rules; collaborate with product, fraud ops, and key customers. - Track state-of-the-art CV/DL and adopt techniques that improve security, latency, or cost; align with ISO/IEC 30107 (PAD) best practices. - Work independently or in a team to solve complex problem statements Requirements: - Advanced degree in a quantitative field or equivalent experience, and 3+ years building/launching computer vision & deep learning models (biometrics, PAD, or deepfake detection preferred). - Strong CV/DL fundamentals: modern backbones/transformers, temporal models, contrastive/metric learning, robustness techniques. - Proficient in Python and PyTorch (or TensorFlow); OpenCV/FFmpeg; proven track record taking models from notebook → production with experiment tracking, CI/CD, and post-deploy monitoring. - Clear communication, ownership mindset, and bias to ship. Nice to have: - Deepfake forensics (GAN/diffusion artifacts, watermark/signature checks). - On-device/low-latency inference (TensorRT, ONNX Runtime, TFLite, Core ML, NNAPI), CUDA kernels, or inference compilers. - Familiarity with cloud platforms like AWS, GCP, or Azure for model deployment. - Familiarity with ISO/IEC 30107 (PAD), ISO/IEC 19795 (biometric performance), ISO/IEC 39794 (biometric data interchange). - Synthetic data/simulation to cover rare attacks. About VIDA Digital Identity - VIDA is a government-licensed certificate authority (CA) operating under Indonesia’s Ministry of Electronics and Information Technology. Our key offerings include: - Legally valid digital signatures ensuring secure and scalable identity solutions. - Trusted identity verification services for industries such as BFSI, eCommerce, telecommunications, and healthcare. - Advanced AI-driven fraud prevention: VIDA leverages sophisticated AI models to detect and prevent deepfake frauds, enhancing security and trust in digital interactions. - Seamless integration to help businesses reduce onboarding friction while prioritizing user privacy and data security. - For more information, you may visit our website at https://vida.id

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