Senior Data Scientist

Posted 21 Hours Ago
Be an Early Applicant
Bengaluru, Bengaluru Urban, Karnataka
Senior level
Healthtech • Biotech • Pharmaceutical
The Role
Develop queries and frameworks for medication adherence using patient and provider claims data. Apply statistical methods and predictive models to generate customer segments. Identify trend shifts in patient-centric metrics. Predict events like likelihood to switch using statistical and ML models.
Summary Generated by Built In

GSK is one of the world's preeminent pharmaceutical and healthcare companies. We take pride in leading a healthcare revolution. Through disruptive approaches in R&D and commercial business processes, our Insights & Analytics team applies advanced Decision Science capabilities to drive innovation, augment decision making, and allows us to better serve our patients, healthcare professionals, and consumers.

Key Responsibilities:

  • Develop queries and framework to generate replicable output for medication adherence, source of business, co-morbidity index, patient pathway and other patient attributes using secondary patient and provider claims data(Xponent, LAAD)

  • Use statistical methods, such as Cluster Analysis, and appropriate predictive models to generate differentiated customer segments.

  • Apply business acumen to identify and quantify trend shifts in patient-centric metrics.

  • Use statistical and ML models to predict events such as likelihood to switch.

  • Maintain notebooks through clear and thorough documentation.

  • Support ad-hoc deliverables.

  • Develop PowerPoint Presentations to document major projects to enable knowledge transfer.

  • Collaborate effectively with team members to identify opportunities for enhancement to existing processes.

  • Manage stakeholder expectations through timely responses and transparent and clear expectations.

Required Qualifications:

  • Bachelor’s degree in Engineering, Statistics or a comparable quantitative field, and 7+ years of experience in pharmaceutical analytics.

  • Expertise in US Pharma databases (Xponent, Anonymized Patient Longitudinal Data, LAAD)

  • Proficiency in Python & SQL

  • Ability to work independently and prioritize effectively.

  • Mentoring team members, as needed.

Preferred Qualifications:

  • 4+ years of experience in developing ML models

  • Familiarity with emerging GenAI capabilities

  • Good written and oral communication skills

  • Certification in Data Science

Why GSK?

Uniting science, technology and talent to get ahead of disease together.

GSK is a global biopharma company with a special purpose – to unite science, technology and talent to get ahead of disease together – so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns – as an organisation where people can thrive. We prevent and treat disease with vaccines, specialty and general medicines. We focus on the science of the immune system and the use of new platform and data technologies, investing in four core therapeutic areas (infectious diseases, HIV, respiratory/ immunology and oncology).

Our success absolutely depends on our people. While getting ahead of disease together is about our ambition for patients and shareholders, it’s 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 – 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.

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.

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Top Skills

Python
SQL
The Company
HQ: Brentford
105,615 Employees
On-site Workplace

What We Do

A science-led global healthcare company with a special purpose: to help people do more, feel better, live longer.

We have three global businesses that research, develop and manufacture innovative pharmaceutical medicines, vaccines and consumer healthcare products.

We aim to bring differentiated, high-quality and needed healthcare products to as many people as possible, with our three global businesses, scientific and technical know-how and talented people.

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