AI / Machine Learning Engineer
1Kosmos · Iselin, NJ · 2 mo ago
On-siteEngineeringFull-time
Key Responsibilities
- Design and implement AI models for image classification, object detection, OCR, and feature extraction
- Create and maintain data pipelines for collecting, cleaning, augmenting, and labeling datasets
- Implement model optimization techniques for mobile (on-device) and cloud inference
- Apply fraud detection methods to identify tampering, forgeries, or replay attacks in visual data
- Integrate ML models into production-grade APIs and mobile SDKs
- Monitor, evaluate, and continuously improve model accuracy and performance
- Collaborate with product and engineering teams to align AI capabilities with business goals
Requirements
- Bachelor's or Master's degree in Computer Science, AI/ML, or related field (or equivalent experience)
- 3+ years of experience building and deploying ML models in production
- Proficiency in Python and ML frameworks (PyTorch, TensorFlow, or similar)
- Experience with computer vision libraries (e.g., OpenCV) and OCR technologies
- Strong understanding of deep learning architectures for image and text recognition
- Familiarity with cloud platforms (AWS, GCP, or Azure) and API development
- Strong problem-solving skills and ability to work in fast-paced environments
Preferred Qualifications
- Experience with model quantization and optimization for mobile deployment
- Knowledge of synthetic data generation and data augmentation techniques
- Background in security, liveness detection, or anomaly detection
- Exposure to compliance and data privacy regulations (GDPR, CCPA)
- Contributions to open-source ML projects or published research