Data Engineering Lead
Data Engineering Lead
About RhythmX AI
RhythmX AI is a generative AI-native health company driving a paradigm shift in hyper-personalized care. RhythmX AI’s precision care platform helps physicians pioneer a new era of whole-person care through generative and predictive AI-powered copilots. An SAIGroup company, RhythmX AI leverages SAIGroup assets, including the advanced Eureka AI platform and longitudinal data related to 300 million patients, more than 4.4 billion total annual claims, and more than 1.8 million healthcare professionals at more than 300 thousand facilities. RhythmX AI comprises healthcare and technology experts, operators, and the industry’s leading clinical advisors. https://rhythmx.ai/
Job Overview
We are seeking an experienced Data Engineering Lead with a solid foundation in Python, MongoDB, PostgreSQL, Apache Airflow and other data management tools to join our innovative team. This role is critical for building and managing robust data pipelines that extract and process data from health system EHR systems, supporting our AI-driven healthcare applications.
Key Responsibilities:
- Data Pipeline Construction: Develop and optimize data pipelines for the efficient extraction, transformation, loading and management of large-scale healthcare and clinical guidelines data.
- Healthcare Data Handling: Manage sensitive healthcare data adhering to FHIR, HL7 standards, as well as the version and variability of Epic Clarity extracts, Quality Measures, Drug Formularies and Clinical Guidelines ensuring compliance with data regulations and client needs.
- Data Orchestration: Use Airflow, Temporal or other similar AI-native next generation tools to manage complex data and knowledge workflows essential for processing healthcare data at scale.
- Assessments and Collaboration: Support data scientists and backend developers by integrating and maintaining data systems across the organization. As well as in assessment and validation of large-scale Gen-AI based systems using tools such as RAGAs, Opik etc.
- Innovative Problem-Solving: Apply technical skills to address unique challenges in the healthcare sector, contributing to solutions that enhance patient care.
Minimum Qualifications
- Bachelor’s degree in Computer Science, Engineering, Data Science, or a related field.
- Minimum of 12 years of experience in data engineering, with proficiency in Python, PostgreSQL or other variant, MongoDB and Milvus Vector DB.
- Experience building and managing data pipelines using healthcare data from hospital EHR systems and other clinical data sources such as HIEs and clinical standards bodies (CMS, NCQA etc).
- Demonstrated experience with data lakes, ensuring robust and scalable data storage solutions.
Highly Preferred Qualifications
- Azure technology stack expertise to improve data processing and storage capabilities.
- Experience with clinical data quality management and validation to ensure the accuracy and reliability of data solutions.
- Knowledge of anomaly and outlier detection techniques in large datasets.
- Proficiency in querying massive datasets using database queries to drive insights and decisions.
- Experience in building and maintaining RESTful Web Services to support data integration and accessibility.
- Experience with Large Scale Recommendation Systems and managing the lifecycle of recommended items that receive end-user clinical feedback. Experience with learning systems (Reinforcement Learning) that use feedback as an input to Machine Learning.
Benefits
- Competitive salary and performance-based bonuses, plus Provident Fund.
- Opportunities for professional development and advancement within a rapidly growing company.
- Collaborative and inclusive work environment.
- Cutting-edge technology projects with real-world impact.
Company History and Leadership
RhythmX AI is a new company chaired and invested by Romesh Wadhwani (Chairman of SymphonyAI Group) and is fully owned by the SAIGroup.
SAIGroup is one of the largest, fastest-growing players in enterprise AI. Our portfolio includes SymphonyAI and ConcertAI, both founded in 2017 and both are working with several hundred of the Fortune 1000, generating hundreds of millions in revenues, and employing 4000 employees globally. ConcertAI is the leader in real-world data and enterprise AI for life sciences and healthcare and recently at $1.9 billion valuation. SymphonyAI is the leader in enterprise AI for key vertical sectors, including retail, financial services, manufacturing, and IT operations, and has hundreds of millions of dollars in revenue.
Now, for his third pillar under the SAIGroup, Dr. Romesh Wadhwani is starting a company called RhythmX AI and fully anticipates it, too, will become a unicorn- joining his first two successful companies SymphonyAI and ConcertAI. Deepthi Bathina, formerly a Chief Product Officer at Humana, and Senior Executive & GM of Operations at Nuance Communications and COO of Wolter Kluwers HealthTech division, has joined as CEO, bringing years of healthcare, AI and business experience to the team.
Prior to founding SAIGroup, Dr. Wadhwani was the founder and CEO of Symphony Technology Group, a strategic private equity firm that builds great software and technology-enabled services companies. Dr. Wadhwani founded STG in 2002, growing it from startup to $ 2.5 billion in combined revenue and 15,000 employees. Dr. Wadhwani was the founder and CEO of Aspect Development Inc., a B2B software firm. Aspect Development was acquired in 2000 for $9.3 billion, the largest software acquisition at the time. TIME Magazine recently recognized our Chairman Romesh as one of the Top 100 Most Influential AI leaders in the world.
Under the highly engaged leadership of successful Silicon Valley serial entrepreneur Dr. Romesh Wadhwani who has committed $1B of his personal capital to SAIGroup’s growth and the success of our clients, we are launching RhythmX AI to market with a clear path to a minimum $1+ billion value outcome. We need passionate and purpose-driven leaders who want to change the trajectory of healthcare for generations to come to be part of our leadership team.
Some articles/links about our firm - Symphony AI Group (SAIGroup):
- SAIGroup commits to $1 Billion capital, an advanced AI platform that currently processes 300M+ patients, and 4000+ global employee base to solve enterprise AI and high priority healthcare problems. Our website - SAIGroup - Growing companies with advanced AI
- RhythmX AI launch and funding: New Generative AI-Native Health Company RhythmX AI Announces Precision Care Platform for Doctors to Deliver Hyper-Personalized Care to the Right Patient at the Right Time (prnewswire.com)
- Bio of our chairman Dr. Romesh Wadhwani: Team - SAIGroup (Informal at Romesh Wadhwani - Wikipedia)
- TIME Magazine recently recognized our Chairman Romesh as one of the Top 100 AI leaders in the world - Romesh and Sunil Wadhwani: The 100 Most Influential People in AI 2023 | TIME
- $1 Billion investment from our chairman into AI: https://www.cnbc.com/2023/12/08/75-year-old-tech-mogul-betting-1-billion-of-his-fortune-on-ai-future.html
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