Senior AI/ML Engineer
Full Time
|
Ann Arbor, MI, US
|
Visto360 AI Inc.
Location: Ann Arbor, MI
Employment: Full-time, in-person position
Experience: Senior (3+ years industry experience)
US Citizenship required.
Visto 360 AI is an Ann Arbor technology company that is revolutionizing radar Artificial Intelligence.
As a Senior AI/ML Engineer, you will collaborate with our multidisciplinary team of radar and AI/ML specialists to redefine the boundaries of computer vision technologies. The team is seeking a partner that brings deep technical expertise, forward-thinking innovation, and a strategic approach to AI/ML development, enabling us to solve real-world problems with lasting solutions.
Core Technical Requirements
Proficiency in Python for developing, testing, and deploying AI/ML models.
Strong experience with PyTorch or similar deep learning frameworks (e.g., TensorFlow, JAX) for building and training neural networks.
Hands-on experience with computer vision libraries and tools (e.g., OpenCV, scikit-image, PIL) for image processing and analysis.
Knowledge of deep learning architectures for detection and classification tasks, such as CNNs, YOLO, Faster R-CNN, or Vision Transformers.
Knowledge of evaluation metrics for detection and classification tasks (e.g., mAP, precision, recall, F1-score, IoU).
Familiarity with handling imbalanced datasets and techniques like transfer learning or fine-tuning pre-trained models.
Optional: Experience with Synthetic Aperture Radar (SAR) for object detection, including image formation and handling SAR data formats (CPHD, SICD, SIDD).
Optional: Proficiency in Gaussian Splatting for 3D scene reconstruction, with skills in optimizing rendering pipelines and integrating with tools like COLMAP.
Optional: Experience with Reasoning Models or LLMs, including fine-tuning for multimodal tasks.
Optional: Expertise in optimized edge deployment using quantization, pruning, or frameworks (e.g., ONNX, TensorRT) for real-time ATR on resource-constrained devices.
Experience
Minimum of 3 years of industry experience in AI/ML software development, preferably in computer vision or related fields.
Proven track record of implementing detection and classification models for imagery (e.g., object detection, image classification, semantic segmentation).
Experience with end-to-end ML pipelines, including data collection, model training, evaluation, and deployment.
Proficiency with version control systems (e.g., Git) and collaborative development workflows.
Familiarity with deploying models in production environments using tools like Docker or Kubernetes.
Supplementary Criteria
Strong problem-solving skills and ability to translate business requirements into technical solutions.
Effective communication skills to collaborate with cross-functional teams (e.g., radar scientists, managers).
Ability to stay updated with advancements in AI/ML and computer vision research.
What We Offer
Competitive salary with comprehensive benefits package
Stock option grants available and tailored to candidate expertise
5% match on employee 401k contributions
Mission-driven environment where innovation shapes real-world problems
Job Type: Full-time
Pay: $100,000.00 - $150,000.00 per year
Benefits:
401(k) matching
Dental insurance
Health insurance
Life insurance
Vision insurance
Work Location: In person
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