Postgraduate DiplomaHealth, Biomechanics, Wearables & Operational Safety Applications open

Postgraduate Diploma in Exposure Data Analysis and Reporting

Online 800-hour Postgraduate Diploma in Exposure Data Analysis and Reporting. 8 modules with UNE-EN 689 (measurement of exposure by inhalation to chemical agents), Royal Decree 374/2001 (chemical agents) and R. Assigned tutor and open enrolment.

Duration800 h
ModeOnline
LanguageEnglish
Start datesSet by the faculty
AwardSEIUM Institute diploma
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Learning outcomes

What you will be able to do

01

Characterise occupational exposure data and its sources.

02

Ensure the quality of sampling data and its traceability.

03

Apply lognormal statistics and percentiles to exposure assessment.

04

Analyse exposure time series to detect trends and peaks.

05

Build exposure models for situations without direct measurements.

06

Prepare clear reports and dashboards for decision-making.

07

Handle exposure data in line with data protection and professional ethics.

Profile

Who it's for

  • Industrial hygienist who wants to specialise in Exposure Data Analysis and Reporting.
  • Exposure data analyst who wants to specialise in Exposure Data Analysis and Reporting.
  • Occupational risk prevention technician who wants to specialise in Exposure Data Analysis and Reporting.
  • Occupational epidemiologist who wants to specialise in Exposure Data Analysis and Reporting.
  • Chemical safety consultant who wants to specialise in Exposure Data Analysis and Reporting.
  • Occupational health manager who wants to specialise in Exposure Data Analysis and Reporting.
  • Engineering or science graduates seeking to enter the chemical industry.
Standards & tools

What you'll work with

  • UNE-EN 689 (measurement of exposure by inhalation to chemical agents)
  • Royal Decree 374/2001 (chemical agents)
  • UNE-EN 482 (requirements for measurement procedures)
  • Directive 2004/37/EC (carcinogenic and mutagenic agents)
  • Regulation (EC) 1907/2006 (REACH)
  • UNE-EN ISO 9612 (noise exposure at work)
  • Royal Decree 286/2006 (noise)
Syllabus

8 modules · 800 h

  1. 1.1Physical, chemical and ergonomic agents
  2. 1.2Exposure to noise, vibration and heat
  3. 1.3Exposure to chemical agents and dust
  4. 1.4Limit values: VLA-ED and VLA-EC
  5. 1.5Sampling strategies under UNE-EN 689
  6. 1.6Similar exposure groups
  7. 1.7Personal versus area measurements
  8. 1.8Portable exposure sensors
  9. 1.9Data sources in the company
  10. 1.10Case study: exposure data inventory of a plant
  1. 2.1Noise dosimeters and their configuration
  2. 2.2Real-time particle monitors
  3. 2.3WBGT heat stress meters
  4. 2.4Exposure and location wearables
  5. 2.5Calibration and verification in the field
  6. 2.6Missing data and values below the limit of detection
  7. 2.7Sampling metadata
  8. 2.8Integration into databases
  9. 2.9Data governance and quality
  10. 2.10Laboratory: downloading and cleaning dosimeter data
  1. 3.1Lognormal distribution of exposures
  2. 3.2Geometric mean and geometric standard deviation
  3. 3.395th percentile and confidence limits
  4. 3.4Handling censored data
  5. 3.5UNE-EN 689 conformity tests
  6. 3.6Bayesian statistics with IHSTAT and Expostats
  7. 3.7Within- and between-subject variance analysis
  8. 3.8Temporal trends
  9. 3.9Tools: R and Python
  10. 3.10Practical: conformity assessment of a homogeneous group
  1. 4.1Exposure profiles over the working day
  2. 4.2Detection of peaks and critical tasks
  3. 4.3Correlation with activity and location
  4. 4.4Moving windows and averages
  5. 4.5Cumulative exposure and dose
  6. 4.6Event and alarm analysis
  7. 4.7Series visualisation
  8. 4.8Shift and seasonal patterns
  9. 4.9Predictive models
  10. 4.10Workshop: analysis of dust exposure peaks
  1. 5.1Two-zone models
  2. 5.2Occupational exposure models: ART and Stoffenmanager
  3. 5.3ECETOC TRA tools
  4. 5.4Cumulative exposure for epidemiological studies
  5. 5.5Job-exposure matrices
  6. 5.6Model uncertainty
  7. 5.7Validation against measurements
  8. 5.8Control scenarios
  9. 5.9Regulatory use under REACH
  10. 5.10Practical: estimation with a two-zone model
  1. 6.1Principles of data visualisation
  2. 6.2Exposure dashboards
  3. 6.3Tools: Power BI and Grafana
  4. 6.4Key industrial hygiene indicators
  5. 6.5Technical assessment reports
  6. 6.6Communication to workers and committees
  7. 6.7Reports for inspection
  8. 6.8Report automation
  9. 6.9Traceability of calculations
  10. 6.10Workshop: noise exposure dashboard
  1. 7.1Health data and GDPR
  2. 7.2Worker monitoring and legal limits
  3. 7.3Worker information and participation
  4. 7.4Anonymisation of exposure data
  5. 7.5Record retention
  6. 7.6Use of data for disciplinary decisions
  7. 7.7Algorithm transparency
  8. 7.8Information security
  9. 7.9Ethics in workplace surveillance
  10. 7.10Case study: data policy for a wearables programme
  1. 8.1Definition of the problem and agents
  2. 8.2Sampling plan
  3. 8.3Data capture and cleaning
  4. 8.4Statistical analysis
  5. 8.5Scenario modelling
  6. 8.6Dashboard
  7. 8.7Technical report and recommendations
  8. 8.8Data protection plan
  9. 8.9Dissertation and presentation
  10. 8.10Final review with the tutor
Methodology, software & labs

How you'll learn

Training 100 % online on the SEIUM Institute campus, with downloadable material, recorded classes and an assigned technical tutor. No fixed timetables: students progress at their own pace within the intake, which makes it possible to combine the programme with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is R, Python (pandas), IHSTAT (AIHA), Expostats, Power BI, in free, academic or evaluation versions. Assessments are based on real procedures from personal sampling campaigns, analysis of exposure databases and limit-value compliance reports. Assessment is continuous per module plus the final integrative project.

Accreditable laboratories(EN ISO/IEC 17025) with rotor test bench, EMC/Lightning pre-compliance, HIL/SIL, vibration/acoustics.
Evidence-oriented final project:safety case, test plan, compliance dossier and operating limits.
Industry-mentored:lecturers with a track record in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:safety-by-design approach, ciber-OT, DIH and compliance as pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Definition of the problem and agents

Characterise occupational exposure data and its sources.

Sampling plan

Ensure the quality of sampling data and its traceability.

Data capture and cleaning

Apply lognormal statistics and percentiles to exposure assessment.

Statistical analysis

Analyse exposure time series to detect trends and peaks.

Scenario modelling

Build exposure models for situations without direct measurements.

Career opportunities

Where this takes you

Industrial hygienistExposure data analystOccupational risk prevention technicianOccupational epidemiologistChemical safety consultantOccupational health manager
Admissions & scholarships

Requirements

  • Prior technical training or professional experience in the sector. No university degree is required.
  • Internet connection and a computer capable of running the programme's software.
  • Sufficient Spanish to follow technical regulatory reading.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme totals 800 hours, spread over 6 to 8 months. That is between 10 and 15 hours per week on average, compatible with a full-time job.

You work with R, Python (pandas), IHSTAT (AIHA), Expostats and Power BI. Free, academic or evaluation versions are used, and the tutor indicates the free alternative where one exists.

An own diploma from SEIUM Institute upon passing the continuous assessment and the integrative project. It is in-house training, not an official Ministry qualification.

Yes. Modules passed in a course or postgraduate diploma in the same area are recognised in the higher programme. Check the recognition policy when you enrol.

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