Senior Machine Learning Engineer
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Requirements
• Education: Master’s or PhD in computer science, statistics, machine learning, or a related field. • Education: • Experience: 5+ years of experience as a machine learning engineer, with a proven track record in healthcare, life sciences, or a related field. • Technical Skills: Deep expertise in training, fine-tuning, and deploying ML models, including experience with GenAI/LLMs. Proficiency in Python, SQL, and familiarity with cloud infrastructure and ML engineering best practices. • Production-Level ML Expertise: Experience managing production-level pipelines, including model deployment, monitoring, and continuous integration. • Production-Level ML Expertise: • Problem Solving & Collaboration: Advanced analytical skills and a collaborative approach to solving complex challenges across teams. • Problem Solving & Collaboration: • Startup Mindset: Adaptability and experience in fast-paced, mission-driven environments with high levels of ambiguity. • Startup Mindset: • Preferred: • Healthcare/Clinical Trials Experience: Background in working with oncology or clinical trial data. • GenAI/LLM Proficiency: Hands-on experience developing and deploying GenAI/LLM-based models and open-source frameworks for LLM applications. • GenAI/LLM Proficiency: • Startup Experience: Previous involvement in an early-stage startup, ideally in health tech or life sciences, with a passion for high-growth projects. • What You’ll Receive:Paradigm Health offers a comprehensive Total Rewards package to support your well-being and success, including: • What You’ll Receive: • Competitive health, dental, and vision insurance • Mental health support for you and your family through Spring Health • Unlimited paid time off (PTO) • 16 weeks of paid parental leave • Flexible work options – remote and hybrid arrangements • Company-paid life insurance • Company-paid short-term and long-term disability coverage • One Medical membership • 401(k) plan with company match • At Paradigm, we are committed to providing equal employment opportunities to all qualified individuals. We encourage and welcome candidates from all backgrounds and perspectives to apply for our open positions. We are interested in all qualified individuals and ensure that all employment decisions are based on job-related factors such as skills, experience, and qualifications.
Responsibilities
• Model Development & Deployment: Lead the development, testing, and deployment of ML models and pipelines, with a focus on scalability and integration into production systems. • Model Development & Deployment: • Advanced GenAI/LLM Applications: Design and refine GenAI/LLM-based models to streamline and automate clinical trial operations, from data gathering to real-time performance monitoring. • Advanced GenAI/LLM Applications: • Cross-Functional Collaboration: Partner with clinicians, informaticists, data scientists, and engineers to build solutions aligned with Paradigm’s mission and goals. • Cross-Functional Collaboration: • Infrastructure & Performance Optimization: Drive improvements in model deployment infrastructure, develop monitoring tools, and refine model performance to ensure robust production-level reliability. • Infrastructure & Performance Optimization: • Technical Leadership & Mentorship: Mentor junior ML engineers, contributing to team knowledge-sharing and establishing best practices for data science and machine learning. • Technical Leadership & Mentorship: • Strategic Communication: Present complex technical insights and results to both technical and non-technical stakeholders, advocating for data science-driven strategies that align with business objectives. • Strategic Communication:
Benefits
• Unlimited paid time off (PTO) • 16 weeks of paid parental leave • Flexible work options – remote and hybrid arrangements • Company-paid life insurance • Company-paid short-term and long-term disability coverage • One Medical membership • 401(k) plan with company match • At Paradigm, we are committed to providing equal employment opportunities to all qualified individuals. We encourage and welcome candidates from all backgrounds and perspectives to apply for our open positions. We are interested in all qualified individuals and ensure that all employment decisions are based on job-related factors such as skills, experience, and qualifications. • Create a Job Alert • Interested in building your career at Paradigm Health? Get future opportunities sent straight to your email.
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