Quality Data Scientist

2 months ago

Bengaluru Karnataka, India GSK Full time

**Site Name**: Bengaluru Luxor North Tower, Poznan Pastelowa
**Posted Date**: Nov 8 2024
**Years of Experience**:16+ Years

**Key Responsibilities**
- Lead NLP Initiatives: Drive development and implementation of advanced NLP models to analyze unstructured text data related to clinical monitoring, quality, and risk management.
- Collaborate Across Teams: Partner with cross-functional teams, including other data science business and tech teams within GSK, quality assurance, and clinical operations, to understand and solve critical business challenges.
- Ensure Model Governance: Implement and monitor best practices for model governance, accuracy, and reliability in a highly regulated environment, ensuring adherence to industry standards and regulatory requirements.
- Data Preprocessing and Cleaning: Oversee data acquisition, preprocessing, and quality control of complex datasets, working with structured and unstructured data in the R&D domain.
- Lead Data Science Projects: Mentor and guide junior data scientists and analysts, ensuring robust project management, timely delivery, and effective stakeholder communication.
- Continuous Improvement: Identify opportunities to improve data workflows, tooling, and processes for enhanced productivity and reproducibility.
- Research and Innovation: Stay abreast of industry trends and advancements in NLP, machine learning, and generative AI to drive innovation within the quality and risk management framework.
- Performance Metrics and Reporting: Establish and track key performance indicators to assess model impact and value, aligning outcomes with organizational quality and risk management goals.
- Develop Gen AI Solutions: Explore and integrate generative AI models to innovate on complex language tasks such as summarization, data synthesis, and anomaly detection.

**Education Requirements**

A bachelor's degree in computer science, statistics, mathematics

**Job Related Experience**
- Proven experience in data science, predictive modelling, and statistical analysis.
- Proficiency in programming languages commonly used in data science, such as Python, R, and SQL.
- Experience with data visualization tools like Power BI, Shiny Web Apps, and similar platforms.
- Application of machine learning algorithms and statistical modelling techniques.
- Natural Language Processing (NLP) to derive actionable insights.
- Strong problem-solving skills and the ability to translate business problems into analytical use-cases.
- Excellent communication skills to effectively interact with business stakeholders and tech partners.
- A good understanding of drug research and development and quality

**Other Job-Related Skills**
- Technical Skills: Proficiency in programming languages commonly used in data science, such as Python, R, and SQL, and experience with data visualization tools like Power BI, Shiny Web Apps, and similar platforms.

**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**

**GlaxoSmithKline does not charge any fee whatsoever for recruitment process. Please do not make payments to any individuals / entities in connection with recruitment with any GlaxoSmithKline (or GSK) group company at any worldwide location. Even if they claim that the money is refundable.

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