Principal Data Scientist

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Job Description

The Future Begins Here

At Takeda, we are leading digital evolution and global transformation. By building innovative solutions and future-ready capabilities, we are meeting the need of patients, our people, and the planet.

Bengaluru, the city, which is India’s epicenter of Innovation, has been selected to be home to Takeda’s recently launched Innovation Capability Center. We invite you to join our digital transformation journey. In this role, you will have the opportunity to boost your skills and become the heart of an innovative engine that is contributing to global impact and improvement.

At Takeda’s ICC we Unite in Diversity

Takeda is committed to creating an inclusive and collaborative workplace, where individuals are recognized for their backgrounds and abilities they bring to our company. We are continuously improving our collaborators journey in Takeda, and we welcome applications from all qualified candidates. Here, you will feel welcomed, respected, and valued as an important contributor to our diverse team.

OBJECTIVES/PURPOSE

• Collaborate with business users in different functions including Marketing, Operations, Supply Chain/Manufacturing to understand the current state and identify opportunities to transform the business into a data-driven organization.

• Translate processes, and requirements into analytics solutions and metrics with effective data strategy, data quality, and data accessibility for decision making.  Operationalize decision support solutions and drive use adoption as well as gathering feedback and metrics on Voice of Customer in order to improve analytics services.

• Understand the analytics drivers and data to be modeled as well as apply the appropriate quantitative techniques to provide business with actionable insights and ensure analytics model and data are access to the end users to evaluate “what-if” scenarios and decision making. 

• Evaluate the data, analytical models, and experiments periodically to validate hypothesis ensuring it continues to provide business value as requirements and objectives evolve.

• Technical leadership of a team of Data scientists.

ACCOUNTABILITIES

• Collaborates with business partners in identifying analytical opportunities and developing BI-related goals and projects that will create strategically relevant insights.

• Work with internal and external partners to develop analytics vision and programs to advance BI solutions and practices.

• Understands data and sources of data.  Strategizes with IT development team and develops a process to collect, ingest, and deliver data along with proper data models for analytical needs.

• Interacts with business users to define pain points, problem statement, scope, and analytics business case.  Develops solutions with recommended data model and business intelligence. Technologies including data warehouse, data marts, OLAP modeling, dashboards/reporting, and data queries.

EDUCATION, BEHAVIOURAL COMPETENCIES AND SKILLS:

• Bachelors’ or higher degree, from an accredited institution in Data Science, Statistics, Computer Science, or related field.

• 7+ years of experience with statistical modeling such as clustering, segmentation, multivariate, regression, etc

• Proficiency in programming languages such as Python, R, and experience with deep learning frameworks like TensorFlow, PyTorch, or Keras.

• Experience in developing and applying predictive and prescriptive modeling, deep-learning, or other machine learning techniques a plus.

• Experience in BI application development, and experience with data warehousing and reporting tools. Knowledge of SQL, PySpark, Databricks, and basic Power BI (or similar BI tool).

• Great numerical and analytical skills, as well as basic knowledge of Python Analytics packages (Pandas, scikit-learn, stats models).

• Ability to build and maintain scalable and reliable data pipelines that collect, transform, manipulate, and load data from internal and external sources.

• Ability to use statistical tools to conduct data analysis and identify data quality issues throughout the data pipeline.

• Experience and proficiency with BI and Visualization tools (f. e. Qlik, Power BI), ETL, NoSQL and proven design skills a plus.

• Well-developed organizational skills and the ability to manage multiple projects simultaneously.

• Excellent written and verbal communication skills including the ability to interact effectively with multifunctional teams.  Demonstrated aptitude for collaboration with other strategic partners.

• Lead the development and implementation of cutting-edge Generative AI models, leveraging state-of-the-art methodologies to drive innovation in artificial intelligence applications.

• Design, build, and optimize advanced algorithms and architectures of Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and other generative models to solve complex business problems.

• Conduct research and stay up-to-date with the latest advancements in Generative AI, applying best practices to enhance model performance, scalability, and efficiency.

• Assists in defining requirements and facilitates workshops and prototyping sessions.

• Develops and applies technologies such as machine-learning, deep-learning algorithm to enable advanced analytics product functionality.

• Defines learning and development strategy for data science team.

• Contributes to the data science community.

WHAT TAKEDA ICC INDIA CAN OFFER YOU:

• Takeda is certified as a Top Employer, not only in India, but also globally. No investment we make pays greater dividends than taking good care of our people.

• At Takeda, you take the lead on building and shaping your own career.

• Joining the ICC in Bengaluru will give you access to high-end technology, continuous training and a diverse and inclusive network of colleagues who will support your career growth.
  

BENEFITS:

It is our priority to provide competitive compensation and a benefit package that bridges your personal life with your professional career. Amongst our benefits are:

• Competitive Salary + Performance Annual Bonus

• Flexible work environment, including hybrid working

• Comprehensive Healthcare Insurance Plans for self, spouse, and children

• Group Term Life Insurance and Group Accident Insurance programs

• Health & Wellness programs including annual health screening, weekly health sessions for employees.

• Employee Assistance Program

• 3 days of leave every year for Voluntary Service in additional to Humanitarian Leaves

• Broad Variety of learning platforms 

• Diversity, Equity, and Inclusion Programs

• Reimbursements – Home Internet & Mobile Phone

• Employee Referral Program

• Leaves – Paternity Leave (4 Weeks), Maternity Leave (up to 26 weeks), Bereavement Leave (5 calendar days)

ABOUT ICC IN TAKEDA:

• Takeda is leading a digital revolution. We’re not just transforming our company; we’re improving the lives of millions of patients who rely on our medicines every day.

• As an organization, we are committed to our cloud-driven business transformation and believe the ICCs are the catalysts of change for our global organization.

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