Pilot Preventive Maintenance Machine Learning Internship

vor 5 Monaten


RischRotkreuz, Schweiz Roche Vollzeit

The Position

Internship for 6 Months Project: 

Machine Learning / automated analysis of production data and anomaly detection for predictive maintenance applications

Task:

Roche operates a so-called data warehouse in which all production data is collected and analyzed to a certain degree. The data is obtained from hundreds of test fixtures that use various measurement techniques to ensure that the produced instruments and submodules adhere to their specifications. 

Currently the webinterface of this data warehouse allows to display said data and the backend provides basic functionality that can automatically detect anomalies in the measurement results and trigger alarms. Following an alarm, a production engineer reviews the data and determines whether further action has to be taken or whether the alarm can be ignored. 

The tasks for this internship are:

Understand the existing methodology and interface to the data warehouse

Expand the existing algorithms such that predictions can be made when specification limits are going to be exceeded. Include this information in the automated alarms

Evaluate the possibility of distinction between anomalies that require maintenance activities and anomalies that hint towards problems with devices under test

Implement a machine learning algorithm that takes the feedback of production engineers and improves the anomaly detection

Suggest improvements to data collection and analysis, identify gaps in the current implementation

Requirements

Ability to program in one of the languages python, R, java or java script

Technical background familiar with measurement methods and processes

Knowledge of statistical data analysis methods

Fluent German (due to existing documentation) and English

Preferred:

Pre-existing knowledge in the fields predictive/preventive maintenance

Studies in engineering or science

Ability to work independently with little supervision

What you can expect

Modern infrastructure of highest ecological and ergonomic standards

Flexible working environment (in offices as well as home office)

Flat hierarchies where input is appreciated

Opportunity to operate in a vast and diverse network, to realize projects together and get insights in various areas

Working in a fast responsive core team with globally operating stakeholders
 

Your complete application includes the following documents

A Current CV and a Motivation Letter

A certificate of enrollment (if you are currently studying). If you want to use this opportunity to do a Master’s or Diploma thesis, please highlight this in your application

Due to regulations, non-EU/EFTA candidates must provide a certificate issued by their university stating that an Internship is mandatory for the studies, and be continuosly enrolled at the university
 



  • Rotkreuz, Zug, Schweiz Roche Vollzeit

    The OpportunityWe are seeking a highly motivated and skilled intern to join our team at Roche and contribute to the development of predictive maintenance solutions using machine learning.About the ProjectThe project involves the analysis of production data and anomaly detection for predictive maintenance applications. The data is collected from hundreds of...


  • Rotkreuz, Zug, Schweiz Roche Vollzeit

    The OpportunityWe are seeking a highly motivated and skilled Machine Learning Intern to join our team at Roche. As a key member of our team, you will be responsible for developing and implementing machine learning algorithms to improve predictive maintenance applications.Key Responsibilities:Develop and implement machine learning algorithms to predict...


  • Rotkreuz, Zug, Schweiz Bechtle Direct AG Rotkreuz Vollzeit

    Job DescriptionAs a key member of our team, you will be responsible for designing and implementing AI and machine learning solutions. Your primary focus will be on developing and maintaining complex algorithms and models that drive business growth and innovation.Key Responsibilities:Design and develop AI and machine learning models and algorithmsCollaborate...


  • Rotkreuz, Schweiz ITech Consult Vollzeit

    Project:For our customer Roche Diagnostics International AG based in Rotkreuz we are looking for a Maintenance Technical Support Engineer Background:The TechSupport department (DODRL) is looking for an experienced Technical Support Engineer (m/f/d) with a strong focus on analysis and troubleshooting, life cycle support, as well as maintenance and calibration...


  • Risch-Rotkreuz, Schweiz Roche Vollzeit

    The Position Das Manufacturing Science & Technology (MSAT)-Team im Bereich Sensor & Cartridge (S&C) Operations unterstützt die Herstellungsprozesse und die Qualitätskontrolle von Roche-Blutgas- und Elektrolytsensoren (BG&E) und Reagenzien, die in BG&E-Systemen (z. B. cobas b123 Blutgas System) verwendet werden. Blutgas- und Elektrolytsysteme (BG&E)...


  • Rotkreuz, Schweiz AB InBev Vollzeit

    Seniority Level: Internship - Are you ready for the challenge?_ **Responsibilities**: - Complete on one 11-week project focused on supply chain. Specific topics could include: finding ways to better support our breweries in maintenance, energy, or fluids; financial planning for our global supply chain; working with the breweries to improve the quality of...

  • Ai Programmer

    vor 5 Monaten


    Rotkreuz, Schweiz Aequor Vollzeit

    For our customer we are looking for a AI programmer (M/F/d) to support us in Rotkreuz. **Responsibilities** - Executes on the data science and predictive analytics/generative AI strategy for our customer - Collaborate with data scientists and business analysts to interpret data and adjust models accordingly - Participate in code reviews and contribute to...

  • Research Associate

    vor 6 Monaten


    Rotkreuz, Schweiz Coopers Group AG Vollzeit

    **Research Associate** You will focus on performing in vitro and ex vivo biological assays to characterize the activity of new molecules and understand their mode-of-action which special focus on characterization of cellular and molecular mechanisms underlying Cytokine Release Syndrome (CRS) upon T cell engaging therapies and alternative strategies for...


  • Rotkreuz, Zug, Schweiz Roche Vollzeit

    The PositionDas Manufacturing Science & Technology (MSAT)-Team im Bereich Sensor & Cartridge (S&C) Operations unterstützt die Herstellungsprozesse und die Qualitätskontrolle von Roche-Blutgas- und Elektrolytsensoren (BG&E) und Reagenzien, die in BG&E-Systemen (z. B. cobas b123 Blutgas System) verwendet werden.Blutgas- und Elektrolytsysteme (BG&E) von Roche...


  • Rotkreuz, Zug, Schweiz Roche Vollzeit

    The RoleAt Roche, we are seeking a highly motivated and detail-oriented individual to join our Post Market Quality team as an intern. As an IT Product Complaint Investigator, you will play a critical role in ensuring the timely and competent evaluation, investigation, and resolution of inquiries and complaints related to our Hospital/Laboratory Information...

  • MSAT Product

    vor 2 Wochen


    Rotkreuz, Schweiz ITech Consult Vollzeit

    Project :For our customer Roche Diagnostics International AG based in Rotkreuz we are looking for an MSAT Automation Engineer (m/f/d). Background : As an Automation Engineer, you will be part of the Manufacturing Science and Technology (MSAT) Automation Chapter. You will support production in the Sensors and Cartridges (S&C) Operations area in several areas....

  • Production Employee

    vor 1 Monat


    Rotkreuz, Schweiz ITech Consult Vollzeit

    **Project**: For our customer Roche Diagnostics International AG based in Rotkreuz we are looking for a **production employee for shift work** (M/F/d). **Background**: **Tasks & Responsibilities**: - work on the production facilities - Ensuring the flow of information between layers - Support with cleaning, troubleshooting and maintenance work -...

  • Production Worker

    vor 2 Monaten


    Rotkreuz, Schweiz ITech Consult Vollzeit

    **Production employee (M/F/d) - Diagnostics / Production environment / GMP / (2-shift) / Process and technical understanding / German and English** **Project**: For our customer Roche Diagnostics International AG based in Rotkreuz we are looking for a production employee (M/F/d). **Background**: We are looking for 2 people to support production in...


  • Rotkreuz, Schweiz Novartis Vollzeit

    389997BR **AI Integration Project Manager**: Switzerland **About the role** At Novartis Switzerland, the AI Integration Project Manager is central to the success of our AI-driven technological advancements in the pharmaceutical sector. This role is specifically designed to complement and enhance the work of our AI Architect and Developer roles, ensuring...


  • Rotkreuz, Schweiz Work Selection Vollzeit

    **Beschreibung**: For our international medical partner, Roche Diagnostics Int Ltd. based in Rotkreuz, we are looking for a qualified and motivated **Innovation Manager with focus on Knowledge Management** for one year with option for extension. Roche Diagnostics Solutions (RDS) is the market leader in the In-Vitro Diagnostics business. Within that...


  • Rotkreuz, Schweiz AlignTech Vollzeit

    **Join a team that is changing millions of lives.** Transforming smiles, changing lives. At Align Technology, we believe a great smile can transform a person’s life, so we create technology that gives people the confidence to take on whatever’s next. We revolutionized the orthodontic industry with the introduction of the Invisalign system, and we have...


  • Rotkreuz, Schweiz AlignTech Vollzeit

    **Join a team that is changing millions of lives.** Transforming smiles, changing lives. At Align Technology, we believe a great smile can transform a person’s life, so we create technology that gives people the confidence to take on whatever’s next. We revolutionized the orthodontic industry with the introduction of the Invisalign system, and we have...


  • Rotkreuz, Schweiz AlignTech Vollzeit

    **Join a team that is changing millions of lives.** Transforming smiles, changing lives. At Align Technology, we believe a great smile can transform a person’s life, so we create technology that gives people the confidence to take on whatever’s next. We revolutionized the orthodontic industry with the introduction of the Invisalign system, and we have...

  • Industrial Designer

    vor 5 Monaten


    Rotkreuz, Schweiz Work Selection Vollzeit

    **Beschreibung**: For our international medical partner, Roche Diagnostics Int Ltd. based in Rotkreuz, we are looking for a qualified and motivated **Industrial** **Designer **for one year with option for extension. Roche Diagnostics’ Global Customer Experience and Solution Design Team (CXSD team) is looking for an Industrial Designer to expand and...

  • Program Leader CDS

    Vor 5 Tagen


    Rotkreuz, Schweiz F. Hoffmann-La Roche Gruppe Vollzeit

    Roche fosters diversity, equity and inclusion, representing the communities we serve. When dealing with healthcare on a global scale, diversity is an essential ingredient to success. We believe that inclusion is key to understanding people’s varied healthcare needs. Together, we embrace individuality and share a passion for exceptional care. Join Roche,...