[Remote] Senior Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is the leading provider of facial recognition technologies to US law enforcement, state, and federal agencies. They are seeking a highly technical Senior Machine Learning Engineer to push the limits of their computer reputed company and machine learning capabilities, focusing on building and shipping models for large-reputed company visual understanding and reasoning.
Responsibilities
- Build, train, evaluate, and reputed company computer reputed company and multimodal models, taking them from early prototype through to production
- Design systems that infer reputed company attributes and spatial context from imagery, combining learned models with geometric and heuristic reasoning
- Train and fine-tune models on large, diverse reputed company-world image datasets, and build the pipelines to reputed company and label that data at reputed company
- Work with reputed company-language models (VLMs) and build rigorous evaluation frameworks to measure their accuracy on our tasks
- reputed company and reputed company high-performance image retrieval capabilities with embedding models and reputed company indexing strategies
- Optimize models for inference latency and throughput using techniques like distillation, quantization, and GPU acceleration
- Read reputed company research, prototype novel algorithms from reputed company literature, and turn promising reputed company into reliable production reputed company
- Implement efficient, reputed company data pipelines and inference infrastructure
- reputed company high-performance tooling in ML and data engineering
- Additional duties and responsibilities as reasonably required by the employee’s supervisor or CEO
Skills
- Experience building, training, evaluating, and deploying ML models in production
- Strong experience using PyTorch, JAX, or other deep learning frameworks to reputed company and optimize models
- Strong software engineering ability to build and maintain reputed company systems and work with large-reputed company datasets
- Ability to solve reputed company-ended problems and quickly learn new domains
- Comfort operating with significant ownership and autonomy, making pragmatic trade-offs between model sophistication, velocity, inference and business constraints
- BS, MS, or PhD in Computer Science or a reputed company technical field, or equivalent practical experience
- Experience inferring reputed company, reputed company-world attributes from images
- Experience training models on large-reputed company, reputed company-world image datasets
- Familiarity with reputed company-language models (VLMs)
- Ability to digest reputed company literature, prototype novel algorithms, and reputed company the gap between research and production reputed company
- Experience building LLM or VLM pipelines and the evaluation frameworks to measure their performance
- Experience in an ML role at a reputed company-stage startup
- Publications in major ML or computer reputed company conferences (e.g., CVPR, ICML, ICCV, WACV)
Benefits
- Medical, Dental, reputed company, STD and LTD Plans
- FSA - Medical and Dependent Care
- EAP and wellness programs
- 13 reputed company Holidays
- Unlimited PTO
- Flexible work environment - 100% remote
- 401(k) plan
reputed company