Data Scientist

Petaling Jaya, Selangor, Malaysia

Job Description


Join us as Data Scientist and you will be responsible for supporting Omnichannel (OC) Analytics & Insights Lead by generating insightful patterns on customer behaviour that improve customer engagement. Data Scientist will develop scalable processes and tools/mechanisms to monitor and analyze the performance of OC campaigns, conduct customer segmentation, and analyze channel & content effectiveness. You will identify OC opportunities, and initiatives for which analytical models can drive the development of an appropriate solution. You will act in an individual contributor capacity. Major stakeholders: Sales, Marketing, Medical, Commercial Operations (ComOps), Tech/IT, OC POD

Primary Duties & Responsibilities:

OC Analytics & Insights

  • Identifies and understands OC problems, opportunities, and initiatives for which analytical models can drive the development of an appropriate solution. Applies knowledge of statistics, data modeling, data sciences and artificial intelligence to recognize patterns in customer behaviour, and make valuable discoveries that improve customer engagement.
  • Establishes scalable, efficient, and automated processes for large scale data analyses/insights generation and model development, validation, and implementation. Conducts customer segmentation and performs continuous refinement on it.
  • Generates insights on behaviour/ preferences/ needs of target HCPs from HCP social listening data to recommend next best action and deliver enhanced customer experience (CX)
Performance Tracking & Reporting
  • Supports in the development and execution of short and long-term measurement plans for proposed campaigns tactics, partnering with other key stakeholders as needed
  • Performs A/B testing, scenario analysis and other deep dive analyses to address business questions related to OC execution and impact
  • Develops processes and tools to monitor and analyze the performance of OC campaigns, channels, and content
  • Leverages knowledge of internal/external data sources to build a consolidated view on LOC\xe2\x80\x99s (country) OC effectiveness basis CX metrics, HCP feedback, survey responses, and campaign performance
Cross-functional Collaboration
  • Participates in cross-functional stakeholder meetings, ensuring project requirements are delivered within agreed timelines and approved budget. Collaborates with internal COEs to identify new approaches such as data science techniques and new data sources to power OC analytics and activation opportunities
Project Management and Support
  • Creates appropriate project concept documents, including data selection criteria, aggregation requirements, measurement definitions and appropriate analyses based on business requirements. Supports integration of OC dynamics with broader analytics activities to help paint full picture of commercial execution and customer engagement/experience. Maintains, updates, and communicates documentation and knowledge of statistical methods and techniques.
Why you?

We are looking for professionals with these required skills to achieve our goals:
  • Bachelor\xe2\x80\x99s Degree in Statistics, Computer Science, Information Technology, or any other related discipline.
  • 5+ years of recommended total experience, including 3+ years of relevant experience, preferably in data science, data analytics, or data engineering.
  • Preferred Certifications: Advanced Data Analytics Certifications, AI and ML Certifications, SAS Statistical Business Analyst Professional Certification, Digital Marketing Certifications, Project Management Certifications
  • Technical Skills: Predictive Modelling, Big Data Analytics, Machine Learning, System Administration, Agile Architecture Delivery, Process Automation, Database Management, Data Wrangling, Marketing Analytics & Customer Insights
  • Tools Knowledge: Working knowledge of MS Office suite, Expertise in Data engineering tools like Databricks, Data Build Tool, Azure Data Factory, Azure Synapse, Analytics, CI/CD, Automated Testing, Data Lakes, DWH, Big Data, Collibra, Unity Catalog, Power BI; Working knowledge of Project Management tools like Jira, MS Projects, Programming including CI/CD using Python, Spark, SQL, Scala, CRMs like Veeva, Salesforce; Familiarity with Marketing automation tools like SFMC, Pardot, Web Analytics tools like Google Analytics, Adobe Analytics, AEM
Why Us?

GSK is a global biopharma company with a special purpose \xe2\x80\x93 to unite science, technology and talent to get ahead of disease together \xe2\x80\x93 so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns \xe2\x80\x93 as an organization where people can thrive. Getting ahead means preventing disease as well as treating it, and we aim to positively impact the health of 2.5 billion people by the end of 2030. \xe2\x80\x8b

Our success absolutely depends on our people. While getting ahead of disease together is about our ambition for patients and shareholders, it\xe2\x80\x99s also about making GSK a place where people can thrive. We want GSK to be a place where people feel inspired, encouraged and challenged to be the best they can be. A place where they can be themselves \xe2\x80\x93 feeling welcome, valued and included. Where they can keep growing and look after their wellbeing. So, if you share our ambition, join us at this exciting moment in our journey to get Ahead Together.\xe2\x80\x8b

Important notice to Employment businesses/ Agencies

GSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK\'s commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site.

GlaxoSmithKline

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Job Detail

  • Job Id
    JD980716
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Petaling Jaya, Selangor, Malaysia
  • Education
    Not mentioned