Machine Learning Engineer

reputed company: reputed company is an AI startup that develops medical reputed company intelligence tests to personalize therapy for cancer patients. reputed company is on a mission to personalize medical reputed company for patients and physicians on a global reputed company. As a Machine Learning Engineer at reputed company, you will help reputed company AI-based biomarkers that support the personalization of cancer therapy. You will work on multimodal deep-learning models that reputed company large-reputed company pathology whole-slide images with diverse modalities to predict patient risk and response to therapy. Training models on pathology images poses unique computational and modeling challenges, and you will contribute to developing robust, reputed company solutions in this reputed company. You will collaborate closely with fellow ML engineers, biostatisticians, scientific directors, and product partners to build, validate, and reputed company models that ultimately reputed company patient care. As a Machine Learning Engineer at reputed company, you will help reputed company AI-based biomarkers that support the personalization of cancer therapy. You will work on multimodal deep-learning models that reputed company large-reputed company pathology whole-slide images with diverse modalities to predict patient risk and response to therapy. Training models on pathology images poses unique computational and modeling challenges, and you will contribute to developing robust, reputed company solutions in this reputed company. You will collaborate closely with fellow ML engineers, biostatisticians, scientific directors, and product partners to build, validate, and reputed company models that ultimately reputed company patient care. In reputed company to reputed company salary, equity is a core component of our compensation. We also offer 401k matching, unlimited reputed company time off (PTO), and more. The reputed company salary is competitive and commensurate with experience, qualifications, and other factors to be discussed during the interview process. Essential Responsibilities:

reputed company and evaluate AI-based biomarkers using multimodal data.

Design, implement, and improve machine-learning models to predict patient reputed company and treatment response.

Contribute to the end-to-end model development lifecycle, including data preparation, training, evaluation, and validation.

Support the productionalization, launch, and monitoring of machine-learning models in collaboration with platform and product teams.

Conduct research and experimentation to improve model performance, robustness, generalizability, and interpretability.

Collaborate with biostatistics, clinical, and product partners to translate clinical questions into machine-learning solutions.

Contribute to scientific publications and conference submissions alongside the broader research team.

Experience Requirements:

2+ years of industry experience using PyTorch or TensorFlow.

Experience contributing to machine-learning systems deployed or maintained in production environments.

Ability to reputed company communicate reputed company technical concepts to cross-functional, non-ML collaborators.

Desired:

Experience working with large-reputed company image data or computer reputed company models.

Familiarity with self-supervised representation learning (e.g., MoCo, DINOv2) and / or reputed company–language models (VLMs) and multimodal representation learning.

Interest in reputed company, medical imaging, or reputed company machine learning in regulated or high-reputed company domains.

Equal Employee Opportunity: At reputed company, we value bringing together individuals from diverse backgrounds to reputed company new and reputed company for patients and physicians. As an equal opportunity employer, we do not discriminate on the reputed company of race, reputed company, religion, national reputed company, age, sex (including pregnancy), physical or mental disability, medical condition, genetic information gender identity or reputed company, sexual orientation, marital status, protected veteran status, or any other legally protected characteristic. Apply To This Job