Information Technology
Data Modeler
Address: Bengaluru, Bengaluru, Karnātaka, 560066, India
Job ID: R0254268
Location Type: Hybrid
- Overview
- Job Description
- Success Profile
- Rewards
- Connect
As a Clinic Manager at Fresenius Medical Care, you’ll manage the daily operations of our outpatient centers. More importantly, you’ll be the key driver in carrying out our mission: To deliver superior care that improves the quality of life of every patient, every day, setting the standard by which others in the health care industry are judged. This is accomplished by hiring, developing and inspiring a multi-disciplinary team, collaborating with physicians, tracking and delivering superior patient outcomes and monitoring regulatory and safety requirements. Strong management skills are required and prior direct patient care experience is needed for occasions when the team needs a helping hand.
Patient Care Technicians (PCTs) at Fresenius Medical Care support and collaborate with RNs to provide dialysis treatment to several patients at a time while maintaining the functionality of the clinic. This involves prepping and testing equipment, reviewing treatment sheets, and opening the clinic at 4am for first shift. PCTs have a combination of technical skills and genuine passion needed to develop deep relationships with patients and improve their quality of life. Qualified candidates have prior customer service, healthcare and direct patient care experience, and will have the opportunity to learn the discipline of dialysis.
Fresenius Medical Care nurses are on the front line of patient care, improving the quality of life of every patient, every day. That means providing dialysis care to 10-12 patients at any given time, and collaborating with our multi-disciplinary team to deliver a unique care plan to each one of them. This role is all about relationships and the bond you’ll create with patients and their families. Prior dialysis nursing experience is helpful, but many successful candidates come from a background in ICU, PCU and/or surgery.
Inpatient RNs at Fresenius Medical Care perform dialysis treatments on an acute patient population in a hospital setting, including ICU, ER, Rehab, and Med/Surg units. What makes this role truly unique is the level of autonomy you’ll enjoy. Inpatient nurses are specifically accountable for administering and assessing each patient’s treatment plan. And because dialysis is a critical treatment for many hospital procedures and health conditions, you’ll have the opportunity to work with a wide variety of patients. Ideal candidates possess leadership skills and independence needed to make quick decisions in a fast-paced environment. Must be capable of educating patients and providing exceptional customer service to our partners. Six months to one year of dialysis experience or some form of critical care nursing experience are also required.
Job Description
Role Overview
We are seeking a Data Modeler to design, develop, and maintain high‑quality conceptual, logical, and physical data models that support analytics, reporting, AI/ML, and GenAI use cases. This role partners closely with data engineers, governance teams, analytics, and business stakeholders to ensure data structures are scalable, performant, governed, and aligned with business semantics across AWS and Azure data platforms.
Key Responsibilities
Data Modeling & Design
Design and maintain conceptual, logical, and physical data models to support enterprise analytics, reporting, and AI use cases.
Develop dimensional, relational, and hybrid models (e.g., star, snowflake, data vault where applicable).
Translate business requirements into well‑structured, reusable data models.
Ensure data models support both batch and near‑real‑time use cases.
Cloud Data Platforms & Analytics
Design data models optimized for Snowflake, including performance, scalability, and cost efficiency.
Partner with data engineering teams to implement models in Databricks (Spark) environments.
Support cloud data storage solutions such as S3 and ADLS Gen2.
Ensure models align with analytics and BI consumption patterns.
Data Integration & Transformation Alignment
Collaborate with data engineers to ensure data pipelines correctly populate and maintain models.
Define source‑to‑target mappings and transformation logic.
Ensure consistency of data definitions across source systems and downstream consumers.
AI / ML & Advanced Analytics Enablement
Design data and feature models that support ML and GenAI workloads using SageMaker and Amazon Bedrock.
Partner with data scientists to ensure feature usability, consistency, and lineage.
Enable explainability, traceability, and reuse of data assets for AI initiatives.
Data Governance & Quality
Work closely with data governance teams to align models with:
Business glossaries
Metadata and lineage standards
Data quality rules and validation checks
Ensure models reflect data ownership, domain boundaries, and stewardship responsibilities.
Documentation & Standards
Maintain comprehensive documentation for data models, definitions, and relationships.
Contribute to modeling standards, best practices, and design guidelines.
Support impact analysis for changes to data structures.
Collaboration & Stakeholder Engagement
Engage with business users, analysts, and product owners to validate data requirements.
Support analytics and reporting teams in understanding and using data models effectively.
Act as a subject matter expert for enterprise data structures.
Required Skills & Experience
Technical Skills
Strong expertise in data modeling concepts (conceptual, logical, physical).
Proficiency in SQL; familiarity with Python is a plus.
Hands‑on experience with Snowflake data modeling and performance optimization.
Experience working with Databricks / Spark‑based data platforms.
Understanding of cloud data architectures on AWS and/or Azure.
Familiarity with data integration, ETL/ELT processes, and analytics workloads.
Understanding of data needs for AI/ML and GenAI platforms (SageMaker, Bedrock).
Soft Skills
Strong analytical and problem‑solving skills.
Ability to translate complex business concepts into clear data structures.
Excellent communication skills with both technical and non‑technical stakeholders.
Detail‑oriented with a focus on data consistency and usability.
Education Requirements
Bachelor’s degree in Computer Science, Information Systems, Data Management, Engineering, or a related field.
Master’s degree is a plus.
Experience Requirements
5+ years of experience in data modeling, analytics engineering, or related roles.
3+ years supporting enterprise‑scale data platforms in cloud environments.
Experience modeling data for analytics, reporting, and AI use cases.
Preferred Qualifications
Experience in regulated industries (e.g., healthcare, life sciences, finance).
Familiarity with data governance, metadata, and lineage tools.
Experience with large, complex data ecosystems and multi‑domain modeling.
Exposure to real‑time or event‑driven architectures.
Success Profile
What makes a successful member of our team? Check out the top traits we are looking for and see if you have the right mix.
Leadership
Communicator
Compassionate
Problem-solver
Motivational
Good Listener
Success Profile
What makes a successful member of our team? Check out the top traits we are looking for and see if you have the right mix.
Commpassionate Patient Care
Empathetic
Team Player
Detail Oriented
Efficient
Responsible
Success Profile
What makes a successful member of our team? Check out the top traits we are looking for and see if you have the right mix.
Communicator
Compassionate
Detail Oriented
Relationship Expertise
Facilitator
Leadership
Success Profile
What makes a successful member of our team? Check out the top traits we are looking for and see if you have the right mix.
Compassionate
Flexible
Independent
Quick-thinking
Patient
Responsible
“I successfully completed the RN program and went on to hold the position of Staff RN, Charge Nurse, and finally Clinical Manager.”
Rosalyn,
Clinical Manager
Clinical Manager
“Every day I walk in I am changing lives for the better and working to inspire my patients.”
Andrew,
Patient Care Technician
Patient Care Technician
“I am a member of an outstanding team that helps patients gain more control, achieve tangible goals, and live better lives.”
Tony,
Outpatient Services RN
Outpatient Services RN
“My goal is to make sure that our patients keep their mobility and quality of life. This goal is really personal for me. My own father always had really bad vasculature in his leg and never had access to the kind of care we offer — eventually he lost blood flow and mobility. Knowing what he went through makes me even more committed to our mission.”
Warren J.
Azura Regional Vice President
Azura Regional Vice President
We've got your back.
We fully believe that dedication and passion should be recognized and rewarded. That’s why we offer a competitive compensation and benefits package to all of our employees. Our benefits provide the flexibility, choice and support you need to be at your best as you play a vital part in helping patients live longer, better and healthier lives.
Healthcare
Continuing Education
Paid Time Off
Collaborative Environment
Additional Perks
401(k) Retirement Saving
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