赛诺菲
DTC/P AA & AI, Data Analyst
DTC/P AA & AI, Data Analyst
发布于 大约 2 个月前普通员工/个人贡献者
Morristown, New Jersey Cambridge, Massachusetts
高级经验
全职员工
仅现场办公
本科
数据分析与科学
Data Analytics
Digital Media
Liveramp
Power BI
SQL
AI 估算 · 50k–90k
Based on 5+ years experience, data analytics role at large pharma company in US, market salary around $120k annual, converted to
职位详情
关于这个职位
This role supports the DTC/P Advanced Analytics & AI team, focusing on digital experience analytics for consumers and patients. You will design measurement and insights capabilities, activate audiences, collaborate with cross-functional teams, and drive data-driven decisions to enhance Sanofi's digital transformation using AI.
最低要求
Basic Qualifications:
Bachelor's degree in any domain. Master's a plus.
Minimum of 5+ years of experience in data analytics and/or digital media analytics or related roles.
Familiarity with descriptive and predictive analytics.
Proficiency with business intelligence tools like Tableau, Power BI for creating dashboards and visualizations.
Experience with data visualization libraries in Python or R.
Experience ensuring data accuracy, completeness, and consistency across datasets, building trusted data foundations that enable reliable decision making.
High proficiency in SQL with experience creating data models for analysis and reporting.
Ability to rapidly understand key business processes and their corresponding data assets, data flows.
Proficiency in segmentation testing, A/B testing methodologies, and experimental design for impact assessments.
Knowledge of KPIs, hierarchies, and the understanding of data relationships.
Functional knowledge of data consumption layers and consumption ready datasets to inform measurement and intelligence.
工作职责
Main Responsibilities:
Design, operationalization, and interpretation of measurement and insights capabilities of the DTC/P ecosystem.
Innovation of cross media intelligences measurement and reporting.
Impact assessment of key digital direct consumer/patient experience products.
Collaborate with cross-functional teams to gather requirements and drive measurement and insight strategy.
Activate Use Case audiences to publisher platforms.
Support agile pod Use Case development teams with segmentation, test & control, and audience builds.
Provide data quality control testing and insight upon data feeds.
Reporting & visualization for key stakeholders.
Support DTC/P Insights and Measurement Product Owner through data mining and insights for ad hoc requests.
Standardize digital products with focus on consumer/patient experience analytics and AI.
Promote architectural consistency and usability standards.
Define KPIs, reporting insights, and dashboard designs with the team.
Create processes for measurement and insights reporting and provide optimization recommendations.
优先资格
Preferred experience:
Pharmaceutical experience, e.g., knowledge of healthcare data privacy & compliance regulations is a strong plus.
Experience in data analytics from a media intelligence perspective.
Hands-on experience with LiveRamp (or equivalent) Safe Haven data collaboration & clean room audience build, media activation, and measurement environment is a strong plus.
Experience with model-based audience creation; look-a-like modeling; test and control; segmentation.
Experience with digital media performance insights and measurement.
Experience in Agile development processes and DevOps methodology / principals.
Foundational data experience. Data dictionary, Taxonomy, Naming Conventions.
AI 洞察
优缺点分析
优点
- Work at a leading global biopharma company focused on AI and digital innovation.
- Gain exposure to cutting-edge data analytics and AI applications in healthcare.
- Collaborate with cross-functional teams and impact real patient experiences.
- Competitive compensation and comprehensive benefits including parental leave.
- Requires deep knowledge of digital media and measurement in a regulated industry.
- Must navigate complex data environments and ensure compliance with healthcare privacy.
- Fast-paced agile environment with multiple stakeholders and priorities.
- This role is ideal for data analysts with a passion for digital media analytics, who enjoy working in a cross-functional, mission-driven environment and are excited about leveraging AI to improve healthcare outcomes.
缺点 / 挑战
暂无明显挑战项
角色解读
- Advance to Senior Data Analyst or Analytics Manager within the DTC/P team.
- Move into broader AI/Data Science roles driving digital transformation at Sanofi.
- Lateral opportunities across global digital business units or other pharma companies.
- Design and operationalize measurement frameworks for digital consumer/patient experience analytics.
- Activate audience segments on publisher platforms and support test/control builds.
- Collaborate with cross-functional teams to drive data-driven insights and strategy for DTC/P ecosystem.
- Ensure data quality and build reporting dashboards with BI tools like Tableau and Power BI.
- Strong SQL skills and experience with data models for analysis.
- Proficiency in BI tools (Tableau, Power BI) and data visualization libraries in Python or R.
- Knowledge of descriptive/predictive analytics, A/B testing, and segmentation.
- Ability to translate business requirements into measurement and insights solutions.
申请策略
- Tailor your cover letter to show passion for using data and AI to solve healthcare challenges.
- Research Sanofi's digital transformation initiatives and mention how your skills align.
- Emphasize experience with audience activation, media measurement, and A/B testing.
- Showcase proficiency in SQL, Tableau/Power BI, and data visualization libraries.
- Highlight any pharma or healthcare data analytics experience, including privacy regulations.
- Include examples of building trusted data foundations and translating data into business impact.
- If not already familiar, study LiveRamp or clean room environments for audience activation.
- Deepen knowledge of digital media KPIs and measurement frameworks (e.g., MMM, MTA).
面试指南
- For measurement frameworks: Start with business objectives, then define KPIs, data sources, and reporting cadence.
- For A/B testing: Discuss hypothesis formulation, random assignment, sample size, and statistical significance.
- For data quality: Mention validation rules, cross-checking, and documentation of data lineage.
- How would you design a measurement framework for a multi-channel digital campaign?
- Describe your experience with A/B testing or experimental design in a media context.
- How do you ensure data quality and consistency across multiple data sources?
- Explain how you have used SQL to build data models for reporting and analysis.
- Review basic data analytics concepts and be ready to discuss real project examples.
职位点评
73
综合评分
Digital data analyst role at a top pharma company with strong growth prospects, high social impact, but limited work flexibility.
从薪资福利、成长空间、工作节奏和岗位方向综合评估，方便横向比较。
更适合这类人
This role is best suited for candidates who prioritize career growth and working with cutting-edge analytics in a purpose-driven industry, and are comfortable with potential on-site requirements.
表现最好
成长发展
相对薄弱
工作生活
薪资福利75
成长发展85
工作生活50
使命价值80
薪资福利
75中等
Sanofi is a large company with competitive pay and comprehensive benefits, though salary is not disclosed. Benefits include healthcare, parental leave, and wellness programs.
薪资信号未披露（AI估算：50K-90K/月）
福利待遇high-quality healthcare、prevention and wellness programs、at least 14 weeks’ gender-neutral parental leave
成长发展
85较高
The role involves working with modern data analytics and AI tools, with clear growth opportunities mentioned in the JD (promotions, lateral moves).
技术前沿前沿/新兴技术
技术栈AI、data analytics、predictive analytics、Tableau、Power BI、Python、R、SQL、LiveRamp
成长机会endless opportunities to grow your talent、promotion or lateral move、drive your career
业务类型ambiguous
工作生活
50较低
Work mode is not specified, likely on-site at Morristown or Cambridge. No mention of flexible hours or remote work, which may limit work-life balance options.
工作模式未明确
办公地点未明确
加班情况未提及（无法判断）
使命价值
80较高
Working at a biopharma company focused on improving patient lives through digital innovation provides a strong sense of purpose. The industry is stable and socially impactful.
行业发展稳定成熟行业
社会影响正向社会影响力较高
使命信号improving people's lives、chase the miracles of science
创新程度积极采用新技术
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