Senior ML Ops Engineer

October 25, 2024

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Deep 6 AI

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Deep 6 AI is a leader in precision research software, providing an AI-powered, real-time ecosystem for clinical trial acceleration. The company specializes in precision patient matching by mining millions of patient records, including unstructured data such as physician notes, to quickly identify eligible patients for clinical trials. By eliminating manual data validation and utilizing advanced Natural Language Processing (NLP) technologies, Deep 6 AI optimizes clinical trial design, site selection, and patient recruitment, especially in fields like oncology and precision medicine. Their platform connects over 8,000 researchers and 1,100 facilities, supporting faster and more efficient clinical trials with a focus on real-time patient visibility and participation.

healthcare analytics • unstructured data • data science • artificial intelligence • machine learning

11 - 50 employees

Founded 2015

🤖 Artificial Intelligence

⚕️ Healthcare Insurance

💊 Pharmaceuticals

💰 $17M Series A on 2019-11

📋 Description

• Deep 6 AI is a fast-growing tech startup shaping artificial intelligence platforms • Transforming clinical trials to speed up life-saving treatments and innovate healthcare • Building a SaaS platform connecting researchers, physicians, patients, and sponsors with real-world data

🎯 Requirements

• Deep knowledge of traditional ML concepts (e.g., LSTMs, RNNs, GMMs, SVMs, trees, boosting) • Proficiency in JVM languages • Familiarity with CI/CD tools and methodologies • Proficiency with containerization (e.g., Docker) and orchestration tools • Experience with cloud-based ML platforms (e.g., Amazon Sagemaker) • Experience with common JVM search and linguistics frameworks (e.g., Lucene, StanfordNLP) • Experience using a Deep Learning Framework (e.g., Tensorflow, PyTorch, Keras) • Mature theoretical grasp of different neural networks on large-scale datasets • Deep understanding in signal processing concepts • Positive, collaborative attitude and strong sense of ownership • Familiarity with clinical data, concepts and language • Experience in model training automation with Supervised, Unsupervised, and Reinforcement methods

🏖️ Benefits

• Competitive salary • Unique opportunity to thrive at a growing company • Generous PTO plan including sick and vacation days • Employer-paid medical, dental, vision, life insurance and long-term disability coverage • 401k plan