Data Scientist at Veeva Systems

Dalian, Liaoning, China

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Life Sciences, SaaSIndustries

Requirements

At least bachelor’s degree in math, statistics, computer science or equivalent relevant working experience
5+ years of experience in data modeling or algorithm development, with complete project implementation cases
Proficient in Python/Excel, familiar with frameworks such as TensorFlow/PyTorch
Master the principles and tuning methods of algorithms such as decision trees, SVMs, and neural networks
Expertise in relational databases or data warehouse products, like MySQL, PostgreSQL, Redshift, Snowflake
Proficient in prompt word engineering, and able to skillfully use tools such as Dify for prototype verification
Strong data sensitivity and logical analysis ability
Excellent cross-team communication and results transformation capabilities
Fluent in written English and good in oral English communications

Responsibilities

Lead the design and iterative upgrades of data matching algorithms, including HCP matching, HCO matching, and other business scenarios involving matching
Be responsible for the design and monitoring of data validation results' storage functions in the main database
Manage internal and external data sources currently used in OpenData, including data source collection, data structure transformation, and update mechanism design
Utilize NLP, vectorization, and large language model technologies to design algorithms that address business team challenges, optimizing performance and efficiency in business scenarios
Collaborate with business teams to analyze production-related issues through data analysis and provide reasonable solutions
Consolidate tool requirements arising from data management processes, draft requirement documents, and coordinate development team resources to ensure timely implementation

Skills

data matching algorithms

HCP matching

HCO matching

algorithm design

AI technologies

data analysis

data validation

database management

data sources management

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.

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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