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Data Scientist,D&T

4 months ago

Bengaluru, India West Pharmaceutical Services Full time

Job Summary

:


The Data Scientist, D&T will work with a multidisciplinary team to design and develop innovative data-driven analytical products and solutions for business problems using advanced analytics, data mining, and machine learning.

Essential Duties and Responsibilities:
• Work with stakeholders throughout the organization to identify opportunities for leveraging novel statistical and machine learning techniques on data problems to solve strategic business questions
• Manage the retrieving, compiling, and formatting of large volumes of data from internal and external sources
• With guidance assess the effectiveness and accuracy of data sources and data gathering techniques
• Perform data mining on large datasets (structured and unstructured), design algorithms, build models, and do analysis using advance modeling techniques to qualitatively understand the data and use results to implement change.
• With guidance establish scalable, efficient automated processes for large-scale data analyses, model development, model validation, and model implementation.
• Develop processes and tools to monitor and analyze model performance and data accuracy
• Communicate data-driven insights and recommendations to a broad range of stakeholders
• Visualize data for concise, clear delivery of highly relevant insights
• Collaborate closely with internal experts to operationalize data-driven solutions
• Experience using statistical computer languages to manipulate data and draw insights from large data sets
• Experience working with and creating data architectures.
• Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
• Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, and proper usage, etc.) and experience with applications
• Independent and creative approach to problem-solving
• Ability to work in a global and virtual environment and to effectively prioritize and execute tasks
• Ability to work in a fast-paced environment and utilize sound judgment with an ability to operate with a sense of urgency
• Aware of all relevant SOPs as per Company policy as they are related to the position covered by this Job Description.

Education and Experience:
• Bachelor’s in computer science/math/stats or another quantitative field
• 3-6 years of relevant experience.

Knowledge, Skills and Abilities: 
o Distributed Computing
o Python and SQL
o NLP/Computer Vision
o GenerativeAI
o CUDA / cuDNN
o Tensorflow
o How to evaluate/test AI models
o How to apply statistical methods in a distributed fashion


Physical and Travel Requirements
• 15% travel, including global travel