
Principal Analytics Professional
5 days ago
We are seeking a highly motivated Data Scientist to drive advanced analytics initiatives across the organization.
About the Role- Lead end-to-end analytics projects, encompassing data wrangling, model development, validation, and deployment.
- Collaborate with scientific and operational teams to identify opportunities for data science applications in drug discovery, development, and manufacturing.
- Interact with domain experts and clients to understand data, business challenges, and implement robust, scalable solutions.
- Design and implement machine learning models, statistical analyses, and data visualizations to solve real-world problems.
- Develop predictive models for reaction outcomes, process optimization, and quality control.
- Work with structured and unstructured data from lab equipment, sensors, and other scientific instruments, as well as enterprise applications (CRM, ERP, etc.).
- Build and maintain data pipelines and dashboards for real-time monitoring and reporting.
- Implement AI workflows to enhance decision-making processes.
- Education: MS/MTech in Mathematics, Statistics, Computer Science.
- Experience: 3+ years in data science or advanced analytics.
- Proficiency in Python, R, SQL, and data visualization tools (e.g., Power BI, Tableau).
- Experience with machine learning frameworks (e.g., scikit-learn, TensorFlow, PyTorch).
- Familiarity with cheminformatics or bioinformatics tools (e.g., RDKit, KNIME) is beneficial.
- Strong problem-solving skills and ability to work in a fast-paced, collaborative environment.
- Solid understanding of statistical and machine learning algorithms and applications.
- Expertise in using Python for machine learning and complex data analysis.
- Experience with cloud platforms (AWS, Azure, GCP).
- Knowledge of FAIR data principles and data governance in scientific environments.
- Exposure to digital lab tools like ELN, LIMS, or CDS.
- Understanding of regulatory requirements in pharma (e.g., GxP, 21 CFR Part 11).
- Knowledge of Computer Vision and Gen AI approaches.
- Excellent storytelling and presentation skills.
- Ability to work in a dynamic multidisciplinary environment.
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