Lead, AI

Ensemble Health Partners; Hyderabad; Hybrid; INR 4,000,000 - 7,000,000; Full time

Benefits offered by this job

Healthcare coverage

Paid time off

Retirement benefits

Mentorship opportunities

Job summary

Ensemble Health Partners India is seeking a Lead – Analytics to join our AI Innovation group in Hyderabad/Bengaluru. This senior IC role focuses on building production-grade AI/ML systems to transform healthcare revenue cycle management, leading engineering excellence across analytics platforms and driving agentic AI development.

You will mentor engineers, reduce technical debt, and collaborate with architecture, product, compliance, and security teams to deliver scalable, secure AI solutions

Qualifications

• 8+ years of overall software engineering experience.
• 5+ years in analytics, data science, or ML engineering roles.
• 2+ years in a senior IC or technical lead role.
• Expert-level Python development with strong focus on production-quality code.
• Proven experience designing, deploying, and operating ML systems in production.
• Strong background in code reviews, quality standards, and engineering best practices.
• Hands-on experience with ML pipelines, ETL workflows, and data platforms.

Responsibilities

• Agentic AI Development: Design and implement agentic AI architectures that autonomously execute complex RCM workflows and integrate with enterprise data platforms.
• Radical Simplification & Execution: Lead ML model consolidation, simplify pipelines, and reduce operational complexity across analytics.
• Code Craftsmanship & Engineering Excellence: Enforce coding standards, build exemplar libraries, and drive automated testing and CI/CD.
• Technical Debt Reduction: Assess and reduce technical debt with static analysis and metrics.
• Cross-Functional Collaboration: Align with Architecture, Product, Compliance, and Security to deliver compliant AI solutions.

Skills

Python

ML engineering

Data pipelines

ETL

Code reviews

Production ML

Tools

Azure ML

Databricks

Azure Data Factory

Job description

Thank you for considering a career at Ensemble Health Partners India! Ensemble Health Partners - The single solution for a frictionless revenue cycle with the purpose of redefining the possible in healthcare by empowering people to be the difference. Our India Office is an extension of Ensemble’s team and culture designed to augment and enhance our talent and skill base in Revenue Cycle Management in addition to our long-standing presence in technology. Leveraging our platform of services, technology, business intelligence and analytics, our teams are creating and maintaining innovative products and systems to help our revenue cycle operators achieve the most efficient, ideal outcomes for our clients. Our teams are certified in revenue cycle best practices and are supporting end-to-end RCM operations. We are at the forefront of innovation using cutting-edge technology to drive meaningful impact in the Revenue Cycle Management landscape. As a leading player in the industry, we offer an environment that fosters growth, creativity, and collaboration, where your expertise will be valued, and your contributions will make a difference.

The Opportunity: Job Title: Lead, AI Experience: 8-11 Years Location: Hyderabad and Bengaluru Shift timing: 2:30 PM IST - 11:30 PM IST

Position Summary: Ensemble Health Partners is looking for a highly experienced Lead – Analytics to join our AI Innovation group. This is a senior individual contributor and technical leadership role, focused on building production-grade AI and ML systems that transform healthcare revenue cycle management (RCM). In this role, you will lead engineering excellence across analytics and ML platforms, drive agentic AI development, execute radical simplification of complex ML pipelines, and systematically reduce technical debt. You will work closely with architecture, product, compliance, and engineering teams to deliver scalable, secure, and high-impact AI solutions. This role is ideal for someone who combines deep hands-on technical expertise with strong influence, mentorship, and a passion for clean, maintainable, and high-quality engineering.

Key Responsibilities

• Agentic AI Development Design and implement agentic AI architectures that autonomously execute complex, multi-step RCM workflows Build decision-making systems with strong guardrails, observability, and control mechanisms Integrate autonomous AI agents with enterprise data platforms and revenue cycle systems Evaluate and implement LLM-based and multi-agent frameworks for orchestration Establish production-grade monitoring, logging, and incident response for AI agents Partner with governance and compliance teams to ensure responsible AI deployment
• Radical Simplification & Execution Lead large-scale model consolidation initiatives, reducing client-specific ML models into generalized, reusable architectures Simplify ML pipelines and reduce operational complexity across the analytics platform Drive migration from self-managed Airflow to managed orchestration Solutions Identify and eliminate redundant systems, code, and processes to improve scalability and reliability Document and evangelize simplification patterns across the organization
• Code Craftsmanship & Engineering Excellence Own and lead rigorous code review practices with a focus on quality, security, and maintainability Create and maintain exemplar code libraries showcasing best practices and performance optimization Define, implement, and enforce coding standards, design patterns, and Clean Architecture principles Drive adoption of automated testing, CI/CD pipelines, and quality tooling Champion security, Explainable AI (XAI), and responsible engineering as core principles Mentor and upskill engineers through workshops, demos, and hands‑on code reviews
• Technical Debt Reduction Conduct detailed technical debt assessments using static analysis and quality metrics Prioritize and execute debt reduction initiatives aligned with business impact Prevent future debt through strong engineering discipline and design reviews Track and report technical debt metrics to leadership on a regular cadence
• Cross-Functional Collaboration Work closely with Architecture Leads to ensure alignment with Clean Architecture standards Partner with Product, Compliance, and Security teams to deliver compliant AI solutions Translate complex technical work into clear progress updates for business stakeholders Lead cross-team knowledge sharing and technical communities of practice

Required Qualifications

• 8+ years of overall software engineering experience
• 5+ years in analytics, data science, or ML engineering roles
• 2+ years in a senior IC or technical lead role
• Expert-level Python development with strong focus on production-quality code
• Proven experience designing, deploying, and operating ML systems in production
• Strong background in code reviews, quality standards, and engineering best practices
• Hands‑on experience with ML pipelines, ETL workflows, and data platforms

Preferred Qualifications

• Experience in healthcare revenue cycle management (RCM)
• Exposure to agentic AI frameworks (e.g., LangGraph, AutoGen, CrewAI, Semantic Kernel)
• Experience with cloud-based ML platforms (Azure ML, Databricks, Azure Data Factory, or similar)
• Strong understanding of Clean Architecture and system design (C4 or equivalent)
• Experience with model generalization techniques (ensembles, transfer learning, multi-task learning)
• Familiarity with AI governance and compliance frameworks (NIST AI RMF, ISO 42001, HITRUST)
• Experience quantifying and remediating technical debt using static analysis tools

Why Choose Ensemble India?

People First, Last + Always We believe in putting people at the heart of everything. Our culture is rooted in collaboration, growth and innovation—where your contributions are valued, your voice is heard and your potential is nurtured.

A Place to Thrive Whether you're just starting out or looking to grow your career, Ensemble India is a place where you can do your best work and be your best self. We offer structured career paths, paid professional certifications, tuition reimbursement and mentorship opportunities to help you advance.

Comprehensive Total Rewards

• Healthcare coverage for associates and their immediate families including parents
• Paid time off plans
• Retirement benefits
• Recognition and wellness programs
• Market competitive pay rates

Inclusive Culture

Our organization is deeply committed to fostering a positive environment and culture where we celebrate and reward merit and contribution and where every associate feels valued, included, and empowered to succeed.

Purpose-Driven Impact

We proudly partner with local communities through philanthropic initiatives—from school supply drives to health awareness campaigns—because giving back is part of who we are.

Equal Employment Opportunity

Ensemble Health Partners is an equal employment opportunity employer. It is our policy not to discriminate against any applicant or employee based on race, color, sex, sexual orientation, gender, gender identity, religion, national origin, age, disability, military or veteran status, genetic information or any other basis protected by applicable federal, state, or local laws. Ensemble Health Partners also prohibits harassment of applicants or employees based on any of these protected categories.

Ensemble Health Partners is a leading provider of technology-enabled revenue cycle management solutions for health systems, including hospitals and affiliated physician groups. They offer end-to-end revenue cycle solutions as well as a comprehensive suite of point solutions to clients across the country. Our India Office is an extension of Ensemble’s team and culture designed to augment and enhance our talent and skill base in Revenue Cycle Management in addition to our long-standing presence in technology. Leveraging our platform of services, technology, business intelligence and analytics, our teams are creating and maintaining innovative products and systems to help our revenue cycle operators achieve the most efficient, ideal outcomes for our clients. Our teams are certified in revenue cycle best practices and are supporting end-to-end RCM operations. We are at the forefront of innovation using cutting-edge technology to drive meaningful impact in the Revenue Cycle Management landscape. As a leading player in the industry, we offer an environment that fosters growth, creativity, and collaboration, where your expertise will be valued, and your contributions will make a difference.