Veeva Systems

DS/ML Engineer

London, England, United Kingdom

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
SaaS, Enterprise SoftwareIndustries

Requirements

Candidates must possess 5+ years of experience in developing data and analytics products such as sentiment analyzers, translation engines, and summarizers, with expertise in Machine Learning, Modeling, and development using Python. They should also have experience with MLOps, demonstrated proficiency with at least one platform like MLflow, Kubeflow, or SageMaker, and strong communication skills. A Bachelor’s degree in computer science, engineering, or information systems is required, along with knowledge of relevant regulations in AI/ML and incorporating compliance into MLOps processes.

Responsibilities

As a DS/ML Engineer at Veeva Systems, you will develop innovative services to help clients bring products to market faster, working within a cross-functional application team to build scalable language services utilizing NLP, NLU, and NLG. You will contribute to building and grooming an experiment backlog, developing and optimizing models for production, automating deployments, testing, and monitoring (MLOps), and mentoring other team members. Furthermore, you will assist in the development of GenAI and LLM solutions, and leverage AWS offerings for AI and ML.

Skills

Python
Machine Learning
NLP
NLU
NLG
MLflow
Kubeflow
SageMaker
GenAI
LLMs
Recommendation Engines
AWS AI/ML

Veeva Systems

Quality and regulatory software solutions provider

About Veeva Systems

Veeva Systems offers software solutions for quality, regulatory, and advertising claims management, focusing on consumer products and chemical companies. Their cloud-based platform provides visibility and traceability throughout the product journey, ensuring compliance with regulations and accelerating time-to-market. Unlike competitors, Veeva has specialized expertise in both the Life Sciences and Chemical sectors, allowing them to effectively address industry-specific challenges. The company's goal is to help clients efficiently bring safe and compliant products to market.

Key Metrics

Pleasanton, CaliforniaHeadquarters
2007Year Founded
$6.8MTotal Funding
IPOCompany Stage
Enterprise Software, Healthcare, Consumer GoodsIndustries
5,001-10,000Employees

Benefits

Parental leave
PTO
Free food
Health, dental, & vision insurance
Gym membership reimbursement

Risks

Manual processes in medtech content management risk compliance issues and market delays.
GenAI features in Vault CRM may face data privacy and security challenges.
Rapid product expansion could lead to integration challenges and customer dissatisfaction.

Differentiation

Veeva Systems specializes in cloud-based software for the life sciences industry.
The company offers a subscription-based model ensuring continuous updates and improvements.
Veeva's Vault CRM Suite connects sales, marketing, and medical for customer-centric engagement.

Upsides

Veeva Compass Patient platform supports patient journey analysis and market sizing.
GenAI features in Vault CRM enhance field productivity with contextual task automation.
Veeva's digital HACCP solution improves safety and efficiency in compliance processes.

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