Veeva41mo ago

Senior Machine Learning Engineer

BerlinRemoteFull-Timesenior

Data ScienceMachine Learning EngineerDataData & AI

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Quick Summary

Overview

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.

Key Responsibilities

Veeva Data Cloud is connected data for Life Sciences to accelerate insights and increase efficiency with better data built on a common data architecture. Within Data Cloud we are the AI team powering the entire suite of products.

Technical Tools

awsgcpkubernetespythonterraformci-cdcustomer-successetlmachine-learningmentoringsaas

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.

Veeva Data Cloud is connected data for Life Sciences to accelerate insights and increase efficiency with better data built on a common data architecture.

Within Data Cloud we are the AI team powering the entire suite of products. By building a unified set of AI tools, we enable agility and quality at a global scale. Our state-of-the-art ML and AI models complement the work of more than 3000 data stewards and thereby re-inforce each other. By combining AI with human data stewards, we are able to transform data into actionable insights so that clinical innovation can be developed faster and ultimately more patients can access the treatments they need.

We are looking for someone to work in a cross-functional team of data scientists, engineers and data product managers to productize and scale the AI tools that we build.

Veeva is a work-anywhere company which means you can work in an office or at home on any given day. It’s about getting the work done in the way and place that works best for each person.

Leverage genAI for web research and task automation

Build scalable, cost-efficient, and fault-tolerant solutions in AWS or GCP

Design, integrate, and optimize end-to-end AI pipelines using a data-driven approach

Develop and manage ML infrastructure and CI/CD pipelines to support data products

Provide engineering mentorship and guidance to data scientists

Collaborate with ML engineers, data engineers/scientists, product, and operations teams

Partner with data quality teams to develop data annotation and evaluation pipelines, monitoring solutions, and dashboards

Proven ability to take ideas into a production system at scale with cost effective emphasis

Experience in genAI frameworks and agentic development

Experience with asynchronous and batch APIs for GenAI, web search etc.

4+ years of experience in professional software development, with solid programming skills in Python and excellent debug abilities

2+ years of experience in cloud development preferably in AWS

2+ years of experience as a Machine Learning Engineer or relevant jobs

Up-to-Date knowledge of the latest ML innovations and frameworks

Experience in infrastructure automation and provisioning using Terraform or equivalent Infrastructure-as-Code (IaC) tools

Professional in ML Operationalization, including workflow/model management platforms

Great skills in Data Engineering including data pipelines and ETLs

Experience in containerization, Kubernetes, and relevant distributed computing for training and inference

Strong collaboration skills and good verbal and written communication skills in English

Experience in the life/health science industry, notably pharma

Great skills in big data technologies such as Spark

Experience with Vector databases & NoSQL

Familiarity with architectural choices, particularly for ML systems

Crawling/Webscraping, specially with AI tools

Work anywhere

Veeva charitable giving program

Fitness reimbursement

Life insurance + pension fund

#RemoteGermany

#LI-MidSenior

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 talent_accommodations@veeva.com.