10 Aug
|
West Pharmaceutical Services
|
Bengaluru
10 Aug
West Pharmaceutical Services
Bengaluru
JOB SUMMARY
The Data Scientist, D&T; will be part of a multidisciplinary team responsible for
designing and developing cutting-edge data-driven analytical solutions. This role
will leverage advanced analytics, Machine Learning, NLP, Computer Vision, and
Generative AI to address complex business challenges and deliver measurable
value.
ESSENTIAL DUTIES AND RESPONSIBILITIES
* Partner with stakeholders across functions to uncover and prioritize use
cases where ML, statistical modeling, or GenAI/Agentic AI solutions can
create business impact.
* Lead end-to-end model/agent lifecycles: from problem definition, data
exploration, feature engineering, and model/agent design to deployment,
monitoring, and continuous improvement.
* Ingest, integrate, and preprocess large-scale structured, semi-structured,
and unstructured datasets, ensuring high standards of data quality and
integrity.
* Develop and enhance scalable data pipelines and infrastructure; proactively
detect and mitigate data drift, bias, or quality gaps.
* Drive development of specialized computer vision solutions (e.g.,
object
detection, classification, OCR, segmentation) for business-critical
applications such as manufacturing, quality control, and compliance
monitoring
* Design and operationalize CI/CD and AgentOps workflows: model/dataset
versioning, reproducibility, automated testing, deployment, rollback, and
governance.
* Define, implement, and monitor evaluation metrics (accuracy, robustness,
fairness, latency, safety, etc.) for both offline and production
environments.
* Conduct error analysis, monitor live model/agent performance, and ensure
compliance with AI governance and ethical standards.
* Create intuitive dashboards, reports, and data visualizations (e.g., Power
BI, Fabric) to communicate insights to technical and non-technical
stakeholders.
* Translate technical findings into actionable business recommendations;
clearly communicate risks, performance, and opportunities to decision-makers.
* Colla
📌 Data Scientist, D&T (Bengaluru)
🏢 West Pharmaceutical Services
📍 Bengaluru