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Machine Learning Engineer

ParadigmOnsite

Paradigm is rebuilding the clinical research ecosystem by creating a platform that enables equitable access to trials for all patients while enhancing trial efficiency and reducing the barriers to participation for healthcare providers. Incubated by ARCH Venture Partners and backed by leading healthcare and life sciences investors, Paradigm aims to break down barriers across the trial ecosystem through one seamless infrastructure implemented at healthcare provider organizations, bringing potentially life-saving therapies to patients faster.
Our team is diverse in its experience and committed to the company’s mission to create equitable access to clinical trials for any patient, anywhere. Join us, and bring your expertise, passion, creativity, and drive as we work together to realize this mission.We are looking for a Machine Learning Engineer to join our team. In this role, you will contribute to building NLP and LLM-based models to streamline trial execution activities and integrate them into provider workflows. This is an opportunity to contribute to developing innovative tools to improve protocol design, increase patient recruitment, and speed up clinical trial conduct.

Your work will positively impact the lives of patients and help move the science and practice of clinical research forward.

What You'll Do:


  • Build, test, and deploy ML models and pipelines at scale, working collaboratively with other engineers and data scientists.
  • Collaborate with clinicians, informaticists, and engineers to implement solutions that align with company goals.
  • Develop and maintain GenAI/LLM-based models to streamline trial execution activities, including gathering data, training, and evaluating models.
  • Work with engineering teams to integrate models into production systems and build tools for monitoring and improving model performance.
  • Communicate technical insights and findings to both technical and non-technical stakeholders within the company.

Who You Are:


  • Masters or PhD in statistics, computer science, or a related field.
  • 2+ years of experience as a machine learning engineer or data scientist, ideally in or adjacent to the healthcare industry.
  • Hands-on experience in training, evaluating, deploying, and fine-tuning ML models.
  • Proficiency with Python, SQL and familiarity with various machine learning algorithms and statistics.
  • Experience in working in production-level engineering architecture, including pipelines and model deployment.
  • Strong problem-solving skills and ability to collaborate effectively across teams.
  • Comfortable in a fast-paced, mission-driven startup environment.

Bonus:


  • Experience working with oncology and/or clinical trials data.
  • Familiarity with developing GenAI/LLM-based models and working with open-source frameworks for LLM applications.
  • Previous experience in an early-stage startup environment is a plus.

At Paradigm, we are committed to providing equal employment opportunities to all qualified individuals. We believe in creating a diverse and inclusive workplace that values the contributions of every employee, regardless of their race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, disability, veteran status, or any other characteristic protected by law. We are an equal-opportunity employer and do not discriminate against any employee or applicant for employment based on any of the aforementioned factors.

We encourage and welcome candidates from diverse backgrounds and perspectives to apply for our open positions. We strive to provide reasonable accommodations to qualified individuals with disabilities and to ensure that all employment decisions are based on job-related factors such as skills, experience, and qualifications.

Life at Paradigm

Paradigm is the industry leader in solving complex health care challenges and improving lives for injured workers. For almost 30 years, we've set the standard for outcomes-focused care for workers compensation cases involving the most challenging catastrophic injuries. With the most connected and experienced team in health care, Paradigm defines and delivers outcomes that exceed financial and health expectations for our clients, as well as for individuals and their families. With a mission to help as many people as possible, we work to restore an injured worker's health, their spirit, and their hope for a brighter future. At Paradigm, the ultimate measure of our success is whether we help an injured worker and their family live a better life. That's because we know that when we focus on the patient, we deliver better value for our clients as well. Paradigm extends our reach with an expanded range of innovative services that bring an expert-rich and outcomes-driven approach to a broad spectrum of complex care cases. We deliver these solutions through our Paradigm's three divisions: Catastrophic Care Management offers guaranteed outcomes for life-changing injuries at a fixed price, leveraging unparalleled catastrophic injury experience, clinical experts and data. Complex Care Solutions achieves cost-saving results for cases involving complex injuries through a broad and unique set of products and services. Specialty Networks delivers outcome-focused networks that address the most challenging, expensive and unmanaged segments of care: orthopedic and spine surgery, pain management, addiction recovery, and post-acute care. Follow us at: Facebook: https://www.facebook.com/ParadigmCorporate Twitter: https://twitter.com/ParadigmSays YouTube: https://www.youtube.com/ParadigmOutcomes
Thrive Here & What We Value• Flexible work environment• Unlimited vacation with minimum 10 days PTO annually• Competitive pay and transparent pay bands• Equal opportunity employer• Diverse, global team led by organizational principles• Missiondriven to bring on-demand liquidity for traders without compromises• Backed by top traders and investors in the space• Celebrate national holidays, floating holiday honors
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