Du entwickelst und verbesserst prädiktive Modelle und leitest lokale Datenwissenschaftsinitiativen in Zusammenarbeit mit verschiedenen Teams.
Anforderungen
- •University degree in science or business
- •Advanced degree in quantitative field
- •2+ years work experience in data analysis
- •Hands-on experience in Artificial Intelligence/Deep Learning, Machine Learning
- •Fluent in English
- •Strong expertise in Big Data and Digital Analytics
- •Programming knowledge in Python/R/C required
- •Proficiency in SQL for database languages
- •Compositional data analysis and time series analysis
- •Experience with distributed computing and stochastic modelling
- •Familiarity with Explainable Artificial Intelligence methods
- •High-level project management skills
- •Grasp of trends in artificial intelligence and data science
- •Partnership with local functions and Global Data Science team
- •Patient-centered data science approach
- •Day-to-day operation of local data science function
- •Ability to interface with international stakeholders
- •Change management complexity understanding
Deine Aufgaben
- •Entwickeln von prädiktiven/modellierenden Modellen mit Fachleuten
- •Verwalten und Ausführen lokaler Datenwissenschaftsinitiativen
- •Identifizieren lokaler Datenwissenschaftsmöglichkeiten zusammenarbeiten
- •Bereitstellen der Verbindung zwischen lokalem und globalem Datenwissenschaftsteam
- •Umsetzen der GMS-Datenwissenschaftsstrategie vorantreiben
- •Diagnosemodell erstellen, pflegen und verbessern
- •Prädiktivmodell erstellen, pflegen und verbessern
- •Schulungen und Coaching durchführen
- •Projektmanagement übernehmen
- •Unterstützung bei Untersuchungen bieten
Original Beschreibung
# Process Data Scientist
Full time
CHE - Neuchatel, Switzerland
## **Job Description**
**Job Title: Process Data Scientist**
**Location: CHE \- Neuchâtel**
**Primary duties:**
* Develops predictive/prescriptive models (CQAs, yield) with SME’s throught adequate tools like Simca to improve process robustness and efficiency.
* Owns, manages, executes and maintain local data science initiatives.
* Gathers and identifies local data science possibilities/initiatives/requests in collaboration with local team, IT, Engineering, Quality and global GMS data science.
* Provides the local link between local and global GMS data science, local functions, Quality, IT, Engineering in the respective region/Operational Business Unit.
* Drives the local execution and implementation of GMS Data Science strategy and initiatives.
**Responsabilties:**
* Diagnostic model: create, maintain and improve
* Predictive model: create, maintain and improve
* Training and coaching
* Project management
* Investigation support
**Education and Experience Requirements**
* University degree of science/business:
* Advanced degree (Master/MBA and/or PhD) in highly quantitive field, e.g. in Engineering, Mathematics, IT, Economics or Physics with focus on either Control Theory/Statistics/Mechatronics, Information/Operation, Management/Strategy/Economics, Technology and Innovation Management
* 2\+ years work experience in data analysis related position or equivalent academic experience/course record.
* Hands\-on experience in applying and executing Artificial Intelligence/Deep Learning, Machine Learning, Big Data and Digital with respective programming knowledge
* Fluent in English
**Digital \& Data Science Skills:**
* Strong expertise and experience in Artificial Intelligence/Deep Learning, Machine Learning, Big Data and Digital
* Respective programming knowledge in Python/R/C is required. Further programming experience is advantageous
* Proficiency in database languages (SQL), understanding of data models and databases
* Compositional data analysis and analyzing time series data
* Distributed computing, stochastic modelling, sampling methods and randomized algorithms
* Explainable Artificial Intelligence methods
**Complexity and Problem Solving**
**Technical/Functional (Line) Expertise** *(Breadth and depth of knowledge, application and complexity of technical knowledge)*
* Strong expertise and experience in Digital/Big Data Analytics/ Artificial Intelligence/Machine Learning algorithms, respective programming knowledge
* Capabilities to translate business needs into data analytics concepts and the other way
* Hands\-on, able to implement and execute data science initiatives, analysis, machine learning
* High level project management skills
**Leadership**
* A firm grasp of industry, scientific and digital, artificial intelligence, machine learning and data science trends and market conditions, to develop solutions enhance compliance and quality of life for patients
* Role requires partnership with local functions, IT, Engineering, Quality and Global Data Science team.
* Provide patient\-centered best in class GMS Data science, enhance local data science
**Decision\-making and Autonomy**
* Responsible for day to day operation of local data science function, covering all data science levels and related technologies
**Interaction**
* Role requires partnership across local, functional and global GMS Data Science, IT, Engineering and GMS region
* Clear partnership with Quality is required to ensure alignment for data science processes.
**Innovation**
* Translate data science, artificial intelligence and machine learning trends and technologie into execution
**Complexity**
* Impact across GMS portfolio
* Ability to interface with international stakeholders and to connect internal and
external data analytics experts of both academia and industries
* Change management complexity
* Capabilities to translate business needs into data analytics concepts and the other way
* Hands\-on, able to implement and execute initiatives
**Internal and External Contacts**
* Digital and Data Science \- Global Manufacturing Science
* Global IT (OSIPi, Simca, PAS\-X)
* Supplier of mathematical computing software (Mathworks)
* Supplier of Data analytics tools and real time monitoring tools (Sartorius)