Senior ML/CV research engineer в Diagnocat

Diagnocat is the global technological leader in the field of AI/ML solutions for Dentistry. Our imaging solutions enable dentists to reduce diagnostic errors and save time by integrating computer vision into their workflow. We are at the forefront of innovation and have recently embarked on developing new products for implant and orthodontics planning.

Diagnocat is the global technological leader in the field of AI/ML solutions for Dentistry. Our imaging solutions enable dentists to reduce diagnostic errors and save time by integrating computer vision into their workflow. We are at the forefront of innovation and have recently embarked on developing new products for implant and orthodontics planning.

Diagnocat holds multiple patents, has obtained a CE mark and IRB approval in the US. Additionally, we are currently in the process of undergoing FDA review. We operate in multiple countries and have hundreds of clinics worldwide as our paying customers.

Diagnocat is currently seeking a Senior ML/CV research engineer with experience or a strong interest in the Software-as-a-Medical-Device industry. This role involves working on cutting-edge AI/ML products in Dentistry, pushing the boundaries of technology to advance the field.

Main responsibilities:

• Developing state-of-the-art 2D/3D detection, segmentation, classification, landmark and object detection models for x-rays, photos, CBCTs (volumetric images), and point clouds;
• Integrating models into the production pipeline;
• Creating robust pipelines for data preparation;
• Providing support for models deployed in production, ensuring accountability for individual contributions;

Requirements:

• 3+ years of experience in CV with a proven track record of designing and building commercial solutions;
• Proficiency with Python, PyTorch, NumPy, SciPy and other standard libraries used for ML development;
• A solid understanding of how DL frameworks work including memory utilization, identifying bottlenecks, optimization techniques, and leveraging features to improve training and generalization;
• Competence in Linux, git, docker, bash, and other related tools;
• Strong technical English communication skills;
• Possess an inquisitive mindset, always eager to explore new approaches and seek improved solutions;

What we offer:

• Competitive salary and the opportunity to receive stock options;
• An opportunity to develop SOTA solutions and co-author scientific papers and patents;
• Flexible working hours, including the option for a hybrid office and remote setup, with the possibility of discussing full remote work;
• An opportunity to make a significant and meaningful difference quickly. At Diagnocat, you won't find yourself stuck with mundane tasks that go unnoticed. We place a high priority on rapidly deploying our solutions into production, ensuring that your work has a visible and immediate impact on improving patients' lives.