19 Aug
|
Astellas
|
Bengaluru
19 Aug
Astellas
Bengaluru
About Astellas
Are you driven to make a real difference in the lives of patients?
We're seeking passionate individuals who thrive in dynamic environments, embrace new ideas, and aren't afraid to take intelligent risks. People who act with unwavering integrity and are deeply committed to making a tangible impact.
Purpose and Scope:
Develop decision sciences models (e.g. simulation, optimization, machine learning etc.) to provide optimized decision recommendations to PDM functional units. Engage with stakeholders to deploy models and insights. Sustain and evolve models in alignment with changing functional needs based on latest algorithms and technologies.
Responsibilities and Accountabilities:
Decision Sciences Model Build
- Translate business requirements into Decision Sciences model selection and specifications
- Develop PoC/MVP to evaluate and optimize model performance (e.g. accuracy, quality of decision recommendations etc.)Work with business stakeholders and data teams to validate model and generate model deployment plan
Decision Sciences Full Stack Application Build
- Build code components to integrate model with inbound data pipelines and user interfaces.
Decision Sciences Model Lifecycle Management
- Monitor model performance on a regular basis based on business user feedback.
New Capabilities & Benchmarking
- Continuously monitor latest algorithmic developments by scanning publications, conferences etc.
- Run small experiments with new generations of algorithms to evaluate them.
Required Qualifications:
Education
- Master’s degree in Industrial, Systems or other Engineering disciplines with focus on Operations Research
Experience
Technical Skills
- Strong proficiency in large scale mathematical optimization (e.g. integer programming, non-linear programming etc.), discrete event simulation, time series models, machine learning etc.
- Solid proficiency in Python (advanced) and SQL. Hands on coding experience is a must
- Strong proficiency with open
📌 Decision Science Manager (Bengaluru)
🏢 Astellas
📍 Bengaluru