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Machine Learning Engineer - IV (Computer Vision)

Jumio
Location
India (remote)
Posted
2 months ago
Department
Machine Learning
What they actually want (must-haves)
  • Strong industry experience in Machine Learning, dedicated to Biometrics or Face Analysis
  • Deep expertise in computer vision and biometrics, especially face recognition
  • Understanding of algorithmic bias in Computer Vision and experience in measuring and mitigating disparate impact
  • Expert proficiency in Python and machine learning/vision libraries such as Pillow, OpenCV, PyTorch
  • Experience designing end-to-end ML pipelines and working with workflow orchestrators like Airflow
  • Hands-on experience scaling training jobs on multi-GPU clusters and deploying services on AWS
Nice to have
  • Research Publications in CVPR, ICCV, ECCV, or FG related to face recognition or fairness
  • Experience with vector databases and approximate nearest neighbor search algorithms
  • Familiarity with privacy, security, and compliance in biometric systems
  • Experience porting models to edge or mobile devices
  • Experience using GANs or diffusion models to generate synthetic faces for training
What the job really is

The Machine Learning Engineer IV role focuses on leading the design and development of computer vision systems, particularly for biometrics and face recognition. Responsibilities include building and training models, optimizing ML pipelines, conducting fairness analysis, and mentoring other engineers. The position also involves deploying models on AWS and ensuring low-latency inference.

Things to weigh
  • No salary listed
  • Role involves mentoring, which may appeal to candidates looking for leadership opportunities
  • The final job level will be determined post-interview, which may affect expectations and responsibilities
Job score2/5
Benefits1/5
Freshness1/5
Career value4/5
Role clarity4/5
Pay transparency0/5

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