Experity - Data Scientist - Machine Learning

Data Scientist Location : Bangalore, India About Experity : Experity is the leading provider of software and services for on-demand healthcare in the United States. Our integrated platform powers urgent care clinics, occupational health providers, and healthcare organizations by streamlining clinical, operational, and revenue cycle workflows. At Experity, data and AI are transforming how healthcare is delivered. Our platform processes millions of patient interactions, clinical encounters, operational transactions, and healthcare workflows, creating opportunities to generate meaningful insights and intelligent automation. We are investing heavily in advanced analytics, machine learning, and generative AI to improve patient outcomes, optimize healthcare operations, enhance provider experiences, and drive innovation across our products. If you are passionate about solving real-world healthcare challenges using data science and AI, and want to build products that directly impact providers and patients, we would love to talk with you. Position Overview : We are looking for a Data Scientist to join Experitys Data & AI team. In this role, you will play a critical role in designing, developing, and deploying advanced machine learning and AI solutions across Experitys healthcare technology ecosystem. You will lead end-to-end data science initiativesfrom problem definition and experimentation to production deployment and monitoring. You will partner with cross-functional stakeholders to identify opportunities, develop predictive and generative AI solutions, and help establish best practices for scalable and responsible AI development. What You Will Do : - Design, develop, and deploy machine learning and statistical models to support product, operational, and clinical initiatives. - Apply machine learning, statistical, NLP, forecasting, and predictive analytics techniques to large-scale datasets to solve complex business problems and generate actionable insights. - Build and validate models for healthcare use cases including patient volume forecasting, clinic throughput optimization, provider productivity, patient engagement, coding and documentation intelligence, denial prediction, revenue cycle optimization, and operational decision support. - Develop and evaluate Generative AI and Large Language Model (LLM) applications. - Perform hands-on data analysis, feature engineering, and model development using structured and unstructured data. - Design and execute experiments, including A/B testing, to measure business impact and validate hypotheses. - Partner closely with Product Managers, Engineers, Analysts, and business stakeholders to develop data-driven products and features. Qualifications : Required : - Bachelors or masters degree in computer science, Engineering, Data Science, AI, or a related field. - 3+ years of experience in Data Science, Machine Learning, or Applied AI roles. - Strong expertise in machine learning algorithms, statistical modeling, and predictive analytics. - Advanced Python programming skills with experience building production-ready solutions. - Experience with machine learning frameworks such as Scikit-learn, XGBoost, PyTorch, TensorFlow, or similar. - Experience developing and deploying AI/ML solutions in cloud environments. - Strong SQL skills and experience working with large-scale datasets. - Familiarity with Docker, Kubernetes, CI/CD pipelines, and MLOps practices. - Experience with Generative AI, LLMs, RAG architectures, and vector databases. - Experience in Healthcare, HealthTech, or SaaS environments. - Familiarity with AI orchestration frameworks and agentic workflows. - Experience with distributed data processing and ML platform engineering. Why Join Experity? - Build Data Science solutions that impact millions of patient visits annually. - Work on cutting-edge technologies including Machine Learning, Generative AI, Agentic AI, and RAG. - Collaborate with talented engineers, data scientists, and product leaders. - Help shape the future of AI-driven healthcare innovation. - Grow your career in a fast-paced, mission-driven, and collaborative environment. Experity is an equal opportunity employer committed to fostering a diverse and inclusive workplace where everyone can thrive.