Data Scientist Predictive Maintenance

vor 7 Monaten

Heidelberg, Deutschland Heidelberg Materials AG Vollzeit

In our mission to become the first industrial tech company in the sector, we decided to bundle Data Analytics, Data Science, AI and Hyperautomation (RPA)

within our new team “Data & Insights”. We build a rock-solid foundation by putting in place the processes, organizational structures, technical infrastructure, training, and enablement to support broad adoption of our solutions. We will pave new ground to transform Heidelberg Materials to a modern data driven company.

As a Data Scientist Predictive Maintenance, you will report to the Senior Manager AI and MLOps. You will be part of the product team “HProduce Maintain” and work collaboratively with other Data Scientists and Software Engineers on the Kiln Monitoring System Software, improving, developing and implementing anomaly detection. In this role, you will have the chance to stay up-to-date with the latest machine learning technologies and create impactful solutions that help us prevent (kiln) production stoppages. Hence, with your data science models, you will contribute to reduce costs and help us meet our sustainability targets.

You will be part of a diverse and international team that values gender equity and welcomes individuals from all backgrounds and identities.

**Your next challenge**:

- Acquire in-depth knowledge into cement plant operations, sensor data and maintenance engineering to know your data
- Work with IoT data sets, sensor data, and time-series data to identify patterns, extract valuable insights, and optimize maintenance schedules.
- Utilize time-series modeling techniques (e.g. ARIMA, SARIMAX, ET, LSTM, TimeGPT, regression models) to forecast equipment failure, detect anomalies, and mitigate potential risks.
- Collaborate with cross-functional teams to develop and implement Anomaly Detection solutions for enhancing fault detection capabilities.
- Implement MLOps practices to ensure seamless model deployment, monitoring, and performance optimization.
- Leverage Databricks to analyze big data

**Your profile**:

- Master or PhD degree in Computer Science, Engineering, STEM or related
- A strong background in data science and machine learning, with hands-on experience in predictive maintenance
- Proficiency in working with IoT data, time-series data, and sensor data
- Familiarity with MLOps principles and tools for ensuring efficient model development, deployment, and maintenance
- Strong programming skills in languages such as Python, along with proficiency in data manipulation and analysis libraries.
- Excellent problem-solving skills and the ability to work collaboratively in cross-functional teams
- A solid understanding of statistical modeling, data visualization, and data-driven decision-making

Preferred Qualifications:

- Experience in the field of industrial manufacturing, equipment maintenance, or similar industries
- Knowledge of cloud platforms such as AWS, Azure, or Google Cloud

Nice to haves:

- Demonstrated expertise in building and deploying models for equipment failure prediction and anomaly detection
- Familiarity with additional tools and frameworks like TensorFlow, Keras, or PyTorch
- Experience using Databricks or similar big data processing platforms for analyzing and processing large-scale datasets and establishing MLOps workflows.

**Our offer**:
We are convinced that only those who successfully realize their personal goals can also fully contribute professionally. That's why we offer you attractive benefits, such as:

- Attractive compensation including Christmas and vacation bonuses
- Flexible working time models
- Mobile working within Germany on up to three days per week
- 30 vacation days plus additional special vacation days
- Individual onboarding with participation in the buddy program
- Support for advanced training and continuing education
- Company health management (various company sports groups, health and prevention campaigns, company doctor)
- Ergonomic workstations with height-adjustable desks
- Canteen with discounted and healthy meals
- Employer-sponsored company pension plan
- Attractive conditions and discounts at our cooperation partners (gyms, banks, online stores, etc.)
- Job ticket

...and much more.

**Job description**:
**Professional**

Entry level

**Heidelberg, Germany**

Location

**Full time**

Contract

**IT/Digital Transformation**

Category

  • Data Scientist Predictive Maintenance

    vor 7 Monaten

    Heidelberg, Deutschland Heidelberg Materials AG Vollzeit

    **Job description**: **Professional** Entry level **Heidelberg, Germany** Location **Full time** Contract **IT/Digital Transformation** Category **Any Questions?**: Florence Rueckle - Talent Acqusition Expert- **Data Scientist Predictive Maintenance (f/m/d)**: - In our mission to become the first industrial tech company in the sector, we decided to...

  • Working Student

    vor 8 Monaten

    Heidelberg, Deutschland Heidelberg Materials AG Vollzeit

    In our mission to become the first industrial tech company in the sector, we decided to bundle Data Analytics, Data Science and AI topics within our new team “Data & Insights”. We build a rock-solid foundation by putting in place the processes, organizational structures, technical infrastructure, training, and enablement to support broad adoption of our...

  • Senior Data Scientist

    vor 7 Monaten

    Heidelberg, Deutschland Orbis Vollzeit

    **Location: Heidelberg, Baden-Württemberg, Germany**: **Salary: Competitive Salary**: **Permanent**: **Titel - Senior Data Scientist** **Standort - Heidelberg oder Berlin** **Flexibilität - Hybrid** **Über das Unternehmen** Sie sind ein führendes deutsches datengetriebenes Softwareunternehmen, das für seine Kultur bekannt ist und in den drei...

  • Senior Data Scientist

    vor 7 Monaten

    Heidelberg, Deutschland HMS Analytical Software Vollzeit

    **Senior Data Scientist (mwd)**: **Berufserfahrene** *** *** **Heidelberg, Berlin, Remote** *** *** **Data Scientist** *** *** **Vollzeit, Teilzeit (mind. 80%)** *** *** **Ihre** Aufgaben**: - Als Senior Data Scientist (mwd) wirken Sie u.a. aktiv bei der Digitalisierung von Geschäftsprozessen und Produktionsanlagen durch künstliche Intelligenz...

  • Data Scientist

    vor 2 Monaten

    Heidelberg, Deutschland Baugenossenschaft Familienheim Heidelberg eG Vollzeit

    Job DescriptionAs a Data Scientist - AI Researcher, you will play a key role in driving business growth through data-driven insights.Key Responsibilities:Develop and implement AI models to drive business growthCollaborate with cross-functional teams to integrate AI solutionsAnalyze large datasets to identify trends and insightsJoin us in shaping the future...

  • Careerstart@as Data Scientist Intern

    vor 6 Monaten

    Heidelberg, Deutschland SAS Vollzeit

    : **EMEA & APAC** **Data Scientist intern** **Heidelberg-Hybrid** **Nice to meet you!** We’re the leader in analytics. Through our software and services, we inspire customers around the world to transform data into intelligence - and questions into answers. We’re also a debt-free multi-billion-dollar organization on our path to IPO-readiness. If...

  • Scientist (m/f/d) Automation and Data Management

    vor 5 Monaten

    Heidelberg, Deutschland Octapharma Vollzeit

    Scientist (m/f/d) Automation and Data Management Job ID: 58164 Location: Heidelberg, DE Job Level: Entry Level Job Category: Research and Development Employment Type: Permanent position Career Level: About OctapharmaHeadquartered in Lachen, Switzerland, Octapharma is one of the largest human protein manufacturers in the world, developing and producing...

  • Spatial Omics Research Scientist

    vor 4 Wochen

    Heidelberg, Baden-Württemberg, Deutschland DKFZ Vollzeit

    Staff Scientist for Spatial OmicsJob ID: 2024-0332Heidelberg, GermanyFull-timeSingle-cell Open LabWe are driven by our mission to combat cancer at the German Cancer Research Center. Our goal is to understand how cancer develops and identify strategies for prevention and treatment.The Single-cell Open Lab at the German Cancer Research Center is seeking a...

  • Principal/scientific Investigator, Genomic

    vor 3 Wochen

    Heidelberg, Deutschland GSK Vollzeit

    **Site Name**: UK - Hertfordshire - Stevenage, Cambridge 300 Technology Square, Heidelberg - Office, USA - Pennsylvania - Upper Providence **Posted Date**: Dec 2 2024 This position may be based at a GSK R&D site in UK (Stevenage), in USA (Cambridge Tech Square, MA; or Upper Providence, PA), or in Germany (Heidelberg). At GSK, we have bold ambitions for...

  • Senior Spatial Omics Research Scientist

    vor 4 Wochen

    Heidelberg, Baden-Württemberg, Deutschland Deutsches Krebsforschungszentrum (DKFZ) Vollzeit

    The German Cancer Research Center (DKFZ) is seeking a highly skilled Bioinformatician to support the analysis of spatial omics data. Our Single-cell Open Lab provides lab infrastructure to facilitate both single-cell and spatial omics projects, working closely with the research community in Heidelberg on various research questions.Job DescriptionWe are...

  • Staff Scientist for Spatial Omics

    vor 1 Monat

    Heidelberg, Deutschland Deutsches Krebsforschungszentrum (DKFZ) Vollzeit

    „Research for a life without cancer“ is our mission at the German Cancer Research Center. We investigate how cancer develops, identify cancer risk factors and look for new cancer prevention strategies. We develop new methods with which tumors can be diagnosed more precisely and cancer patients can be treated more successfully. Every contribution counts...

  • Scientist for The Analysis of The Tumor Immune

    vor 2 Monaten

    Heidelberg, Deutschland Deutsches Krebsforschungszentrum Vollzeit

    **Reference number**:2024-0293** - Heidelberg- Full-time- Clinical Cooperation Unit "Applied Tumor Immunity"*** **_“Research for a life without cancer" is our mission at the German Cancer Research Center. We investigate how cancer develops, identify cancer risk factors and look for new cancer prevention strategies. We develop new methods with which tumors...

  • Data Science Training Intern

    vor 3 Monaten

    Heidelberg, Deutschland European Molecular Biology Laboratory Vollzeit

    Trainee and Internships EMBL Heidelberg The Data Science Centre aims to facilitate research advances in data science, offers internal and external services, tools and resources, develops common representations (data, conventions, workflows) and contributes to training and career development. The Data Science Centre collaborates with all EMBL sites to...

  • Staff Scientist for Spatial Omics

    vor 1 Monat

    Heidelberg, Deutschland DKFZ Vollzeit

    Staff Scientist for Spatial Omics Reference number: 2024-0332 Heidelberg Full-time Single-cell Open Lab “Research for a life without cancer" is our mission at the German Cancer Research Center. We investigate how cancer develops, identify cancer risk factors and look for new cancer prevention strategies. We...

  • Research Scientist in Secure and Federated Ai for

    vor 4 Monaten

    Heidelberg, Deutschland European Molecular Biology Laboratory Vollzeit

    Research EMBL Heidelberg EMBL is Europe’s life sciences laboratory - an intergovernmental organisation with more than 110 independent research groups and service teams covering the spectrum of molecular biology. It operates across six sites in Heidelberg (headquarters), Barcelona, Cambridge, Grenoble, Hamburg and Rome. Our mission is to perform basic...

  • Junior Data Analyst for Customer Integrations with focus on timeseries-forecasting

    vor 1 Woche

    Heidelberg, Deutschland paretos GmbH Vollzeit

    Paretos is the leading AI-based decision intelligence platform to make effective, data-driven decisions across entire organizations. Our product enables business users to evaluate complex data, predict future scenarios and take optimal actions based on multi-objective recommendations via a no-code UI with no prior data science knowledge needed. As a...

  • Junior Data Analyst for Customer Integrations with focus on timeseries-forecasting

    vor 1 Woche

    Heidelberg, Deutschland paretos GmbH Vollzeit

    Paretos is the leading AI-based decision intelligence platform to make effective, data-driven decisions across entire organizations. Our product enables business users to evaluate complex data, predict future scenarios and take optimal actions based on multi-objective recommendations via a no-code UI with no prior data science knowledge needed. As a...

  • Junior Data Analyst for Customer Integrations with focus on timeseries-forecasting

    Vor 7 Tagen

    Heidelberg, Deutschland paretos GmbH Vollzeit

    Paretos is the leading AI-based decision intelligence platform to make effective, data-driven decisions across entire organizations. Our product enables business users to evaluate complex data, predict future scenarios and take optimal actions based on multi-objective recommendations via a no-code UI with no prior data science knowledge needed. As a...

  • Junior Data Analyst for Customer Integrations with focus on timeseries-forecasting

    Vor 7 Tagen

    Heidelberg, Deutschland paretos GmbH Vollzeit

    Paretos is the leading AI-based decision intelligence platform to make effective, data-driven decisions across entire organizations. Our product enables business users to evaluate complex data, predict future scenarios and take optimal actions based on multi-objective recommendations via a no-code UI with no prior data science knowledge needed. As a...

  • Working Student

    vor 6 Monaten

    Heidelberg, Deutschland Heidelberg Materials AG Vollzeit

    **Job description**: **Working Student** Entry level **Heidelberg, Germany** Location **Part time** Contract **IT/Digital Transformation** Category **Any Questions?**: Kristina John - Manager Advanced Analytics & MLOps- **Working student (f/m/d) Data Science**: - In our mission to become the first industrial tech company in the sector, we decided to...