Senior Machine Learning Scientist
QlooSalary not specified
Full Time
Senior (5 to 8 years), Expert & Leadership (9+ years)
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
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
What is the salary for this Data Scientist position?
This information is not specified in the job description.
Is this Data Scientist role remote or does it require office work?
This information is not specified in the job description.
What skills are required for the Data Scientist role?
Candidates need at least a bachelor’s degree in math, statistics, computer science or equivalent, 5+ years of experience in data modeling or algorithm development, proficiency in Python/Excel, familiarity with TensorFlow/PyTorch, mastery of algorithms like decision trees, SVMs, and neural networks, and expertise in relational databases.
What is the company culture like at Veeva Systems?
Veeva Systems is a mission-driven organization with core values of Do the Right Thing, Customer Success, Employee Success, and Speed, and it became a public benefit corporation in 2021, legally bound to balance the interests of customers, employees, society, and investors.
What makes a strong candidate for this Data Scientist position?
Strong candidates have 5+ years of experience in data modeling or algorithm development with complete project cases, proficiency in Python and ML frameworks, mastery of key algorithms, and the ability to translate business needs into data solutions while collaborating cross-functionally.
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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