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The software company powering the path to the world’s new medicines.
The Role
As a Data Engineer, you will design, build, and maintain data pipelines for healthcare data and support AI initiatives within biopharma, ensuring scalability and integrity in data management.
Summary Generated by Built In
Veeva Systems is a mission-driven organization and pioneer in industry cloud, helping life sciences companies bring therapies to patients faster. As one of the fastest-growing SaaS companies in history, we surpassed $3B in revenue in our last fiscal year with extensive growth potential ahead.
At the heart of Veeva are our values: Do the Right Thing, Customer Success, Employee Success, and Speed. We're not just any public company – we made history in 2021 by becoming a public benefit corporation (PBC), legally bound to balancing the interests of customers, employees, society, and investors.
As a Work Anywhere company, we support your flexibility to work from home or in the office, so you can thrive in your ideal environment.
Join us in transforming the life sciences industry, committed to making a positive impact on its customers, employees, and communities.
At Veeva Link, we're building the intelligence layer for life sciences, creating connected data applications that accelerate drug development and significantly improve patient outcomes. Our core belief: combining the highest quality data with state-of-the-art software delivers immense value.
We believe execution matters most. Progress comes from speed, accuracy, and quality in what we build every day. Our engineering approach emphasizes clear product definitions leading to meticulous technical designs. We leverage a modern tech stack to deliver inherently reliable applications and a great user experience.
As a Data Engineer, you will be responsible for the life cycle of the data that defines the healthcare landscape. You will design, build, and maintain the robust data pipelines required to ingest and process global Healthcare Organization (HCO) data. You will be a key architect in managing the complex hierarchical relationships of over 4 million entities, ensuring data integrity, scalability, and seamless delivery to downstream stakeholders.
We are an AI-forward team. We actively promote and integrate AI-driven development practices, leveraging LLMs and automation to accelerate our coding, optimize our pipelines, and stay at the forefront of the rapidly evolving data landscape. We expect you to embrace these technologies to enhance both your productivity and the product's capabilities.
What You'll Do
- You will architect the “Data DNA” used by global biopharmas to power AI driven insights and accelerate medical innovation
- You will be at the forefront of enabling global AI initiatives within high-stakes, high-impact environments
- You will design PySpark pipelines and collaborate on ML models to integrate diverse data into robust Lakehouse architecture
- Identify, implement, and maintain end-to-end HCO data pipelines
- Refine data structures and processing logic to meet the rapidly changing demands of the market
- Deploy solid principles and clean patterns to data engineering tasks
- Advance the long-term architectural roadmap
- Validate high quality and availability of HCO deliveries
- Govern and optimize the underlying infrastructure
- Own monitoring, logging, and performance metrics from day one
- A proactive interest in using AI tools to streamline development and solve complex data problems
Requirements
- Experience with Python and Apache Spark/PySpark to handle massive datasets
- Expertise in building cloud-native software within AWS or GCP
- Background in designing and maintaining modern architectures, specifically Data Lakes, Lakehouses and Warehouses (DeltaLake, Redshift)
- Experience operating LLM systems in production, including third-party model providers, human/data feedback loops, and multi-model traffic orchestration
- Driving technical execution within Agile environments, utilizing strong English communication skills to align with global stakeholders
Perks & Benefits
- Comprehensive benefits package
- Fitness reimbursement
- Veeva Work Anywhere
#RemotePortugal#LI-Associate
Veeva’s headquarters is located in the San Francisco Bay Area with offices in more than 15 countries around the world.
As an equal opportunity employer, Veeva is committed to fostering a culture of inclusion and growing a diverse workforce. Diversity makes us stronger. It comes in many forms. Gender, race, ethnicity, religion, politics, sexual orientation, age, disability and life experience shape us all into unique individuals. We value people for the individuals they are and the contributions they can bring to our teams.
If you need assistance or accommodation due to a disability or special need when applying for a role or in our recruitment process, please contact us at [email protected].
Skills Required
- Experience with Python and Apache Spark/PySpark
- Expertise in building cloud-native software within AWS or GCP
- Background in designing modern architectures like Data Lakes and Warehouses
- Experience operating LLM systems in production
- Strong English communication skills within Agile environments
Veeva Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Veeva and has not been reviewed or approved by Veeva.
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Healthcare Strength — Health, dental, vision, life, disability, and mental health coverage are provided, alongside FSAs, wellness programs, and fitness stipends. These offerings present a comprehensive healthcare package relative to typical tech benefits.
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Equity Value & Accessibility — Equity is a meaningful component of total compensation, with RSUs/options cited as part of packages. Engineering examples highlight strong base pay paired with "good RSU + ISO."
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Wellbeing & Lifestyle Benefits — Work Anywhere flexibility, home‑office stipends, wellness programs, fitness reimbursements, and company‑sponsored events support day‑to‑day wellbeing. A 1% charitable giving allowance further enhances lifestyle and purpose-driven engagement.
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The Company
What We Do
Veeva is the global leader in cloud software for the life sciences industry. Committed to innovation, product excellence, and customer success, Veeva serves more than 1,000 customers, ranging from the world’s largest pharmaceutical companies to emerging biotechs. As a Public Benefit Corporation, Veeva is committed to balancing the interests of all stakeholders, including customers, employees, shareholders, and the industries it serves.
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