| Senior Applied AI Solutions Engineer Original source |
AISkills suggested- Machine learning development
Source passageYou've worked with enterprise ML teams — whether as a solutions engineer, customer engineer, or an ML engineer who collaborated closely with customers - LLM application engineering
Source passageYou've fine-tuned large models, debugged distributed training jobs, built production RAG or agentic pipelines, and optimized inference on GPU infrastructure — not just read about it - Model service operations
Source passageBuild prototypes and demos across the product portfolio — serverless inference, databases, MLflow, MLOps, and vertical use cases in Physical AI and HCLS — that become assets for sales, product, and engineering teams
Framework links7 proposed e-CF links. Links are suggestions and do not assess skill levels. | AI Needs review Skills suggested- Machine learning development
Source passageYou've fine-tuned large models, debugged distributed training jobs, built production RAG or agentic pipelines, and optimized inference on GPU infrastructure — not just read about it - LLM application engineering
Source passageYou've fine-tuned large models, debugged distributed training jobs, built production RAG or agentic pipelines, and optimized inference on GPU infrastructure — not just read about it - Model service operations
Source passageYou're fluent in the modern ML stack: PyTorch, HuggingFace, CUDA fundamentals, Kubernetes for ML, MLflow or equivalent, vector databases - Needs and results communication
Source passageYou communicate with calibration: you can explain activation checkpointing tradeoffs to an ML engineer in the morning and the cost implication to a CTO in the afternoon - AI system evaluation
Source passageSupport new customers hands-on through POC design, technical onboarding, and validation; act as the bridge between their ML team and the platform during the critical first months
Framework links9 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Director, Solutions Architecture EMEA Original source |
No Data or AI scope Needs review Skills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | AI Needs review Skills suggested- Needs and results communication
Source passageAbility to operate effectively across both the technical and business dimensions of complex customer engagements and influence C-level and senior stakeholders
Framework links1 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| AI Science Writer, Nebius Academy (Contract) Original source |
No Data or AI scope Needs review Skills suggested- AI application use
Source passageYou will be expected to develop clear, engaging infographics, diagrams, charts, and other multimedia elements, creating them yourself by using AI tools where appropriate or working with designers and multimedia producers.
Framework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | AI Needs review Skills suggested- Information reporting
Source passageWrite and edit across formats, including analytical reports, features, interviews, explainers, newsletters, webinar scripts, and social content. - Data visualisation
Source passageTurn model architectures and complex technical ideas into clear visual narratives by developing infographics, diagrams, charts, and other multimedia components for your stories. - Needs and results communication
Source passageInterview researchers, engineers, founders, and scientific leaders. - Workflow automation
Source passageExperiment with models, agents, coding, and automation to improve research, editorial, and visual-production workflows. - AI application use
Source passageWrite with precision and flair, using LLMs to support your work, not to do the writing for you. - Machine learning development
Source passageHave professional or academic experience in AI/ML research, machine learning engineering, or a closely related technical field.
Framework links7 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Technical Program Manager - New Data Center Launches Original source |
No Data or AI scope Needs review Skills suggested- Information reporting
Source passageMaintain clear and structured reporting on progress, risks, and blockers.
Framework links1 proposed e-CF links. Links are suggestions and do not assess skill levels. | No Data or AI scope Needs review Skills suggested- Information reporting
Source passageMaintain clear and structured reporting on progress, risks, and blockers. - Needs and results communication
Source passageCommunicate effectively with technical teams.
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Technical Program Manager, Data Centers Original source |
No Data or AI scope Needs review Skills suggested- Information reporting
Source passageBuild reporting mechanisms and dashboards that give leadership clear visibility into site health, SLA performance, maintenance status, and open risk across the portfolio.
Framework links1 proposed e-CF links. Links are suggestions and do not assess skill levels. | DataSkills suggested- Business intelligence reports
Source passageExperience building reporting mechanisms, dashboards, or operational scorecards for infrastructure health and risk.
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Site Selection & Colocation Manager – Data Centers Original source |
No Data or AI scope Needs review Skills suggested- Information reporting
Source passageMaintain documentation for audits, reporting, and internal approvals.
Framework links1 proposed e-CF links. Links are suggestions and do not assess skill levels. | DataSkills suggested- Data analysis
Source passageAnalytical skills in market research, cost modeling, and risk assessment. - Needs and results communication
Source passageExcellent communication, negotiation, and stakeholder management skills.
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Senior Technical Program Manager - New Data Center Launches Original source |
No Data or AI scope Needs review Skills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | No Data or AI scope Needs review Skills suggested- Information reporting
Source passageProvide structured program reporting, including dashboards, documentation, and executive updates. - Needs and results communication
Source passageCommunication and stakeholder management skills; able to translate complex topics clearly.
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Senior Software Engineer (Data Platform, C++) Original source |
No Data or AI scope Needs review Skills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Programming
Source passageStrong C++ skills (you’ll write core code). - Python programming
Source passageWorking knowledge of Python and/or Go (you don’t have to be expert, but should be comfortable navigating them). - Needs and results communication
Source passageOn our team, engineering work is expected to be connected to real users and outcomes — you’ll regularly align with internal stakeholders, clarify requirements, and help drive prioritization. - Data pipelines
Source passageCompute & ETL: a cluster-wide job scheduler (tens of thousands of cores), MapReduce, YQL for SQL-like data processing, and SPYT (Spark over YTsaurus) for modern data engineering. - SQL data queries
Source passageMake CHYT interactive SQL faster and more predictable at high load via performance work like data-skipping / min-max-style indexes and improved execution introspection.
Framework links6 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Senior Data Engineer Original source |
Data Needs review Skills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | DataSkills suggested- Data pipelines
Source passageProven experience independently delivering complex data pipelines or data-platform capabilities from problem definition through production operation. - Python programming
Source passageStrong Python and SQL skills, including writing maintainable production code and optimizing non-trivial queries. - SQL data queries
Source passageStrong Python and SQL skills, including writing maintainable production code and optimizing non-trivial queries. - Workflow automation
Source passageHands-on experience with workflow orchestration tools such as Airflow, Prefect, or Dagster. - Needs and results communication
Source passageAbility to make technical decisions under ambiguity, explain trade-offs clearly, and collaborate effectively with engineers and non-technical stakeholder - Responsible data handling
Source passageExperience with data governance, access control, privacy, and compliance requirements such as GDPR or SOC 2.
Framework links9 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Product Data Analyst Original source |
Data Needs review Skills suggested- Information reporting
Source passageYou’ll work end-to-end: from shaping raw data into reliable datasets, to creating dashboards stakeholders actually trust to running deeper analyses that clarify what’s happening and what to do next.
Framework links1 proposed e-CF links. Links are suggestions and do not assess skill levels. | DataAISkills suggested- Information reporting
Source passageMaster Product Analytics data and metrics & provide insights & consultancy to stakeholders and senior Management. from Product & Business domains. - SQL data queries
Source passageStrong proficiency in Python and SQL, and confidence using Excel when it’s the fastest tool for the job. You can write readable queries/code and validate your outputs. - Python programming
Source passageStrong proficiency in Python and SQL, and confidence using Excel when it’s the fastest tool for the job. You can write readable queries/code and validate your outputs. - Spreadsheet data work
Source passageStrong proficiency in Python and SQL, and confidence using Excel when it’s the fastest tool for the job. You can write readable queries/code and validate your outputs. - Statistical reasoning
Source passageSolid grounding in statistics and analytical thinking: descriptive statistics, hypothesis testing, regression fundamentals, and the ability to choose the right approach for the question. - Data visualisation
Source passageExperience producing clear, accurate visualizations and explaining what matters in plain language. - Data cleaning and quality
Source passageHigh attention to detail and data quality mindset: you notice inconsistencies, validate definitions, and build checks instead of relying on hope. - Data analysis
Source passageStructured problem solving: Turns vague business questions into clear metrics, hypotheses, and actionable analysis. - Needs and results communication
Source passageClear stakeholder communication: Explains insights simply, aligns definitions, and delivers concise summaries people can act on. - Business intelligence reports
Source passageExperience with BI tools (e.g., Tableau, Power BI, Looker, Superset). - Data pipelines
Source passageFamiliarity with modern data stacks (DBT, Airflow, BigQuery/Snowflake/Postgres, etc.). - AI system evaluation
Source passageAI-driven analytics. Help design, test, and refine analytical AI agents that streamline reporting, standardize repetitive analysis, and proactively flag anomalies. Participate in evaluation (quality checks, false positives/negatives) and iterate based on feedback.
Framework links14 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Stage ecologie Kaderrichtlijn Water Original source |
No Data or AI scopeSkills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Data analysis
Source passageervaring met data-analyse (R, Python of Excel) is een pre
Framework links1 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Verwerker Artikelstamdata & Codificatie Original source |
No Data or AI scope Needs review Skills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Data cleaning and quality
Source passageartikelstamdata controleert, corrigeert, verrijkt en verwerkt; - Needs and results communication
Source passageknelpunten en verbetermogelijkheden signaleert en hierover adviseert.
Framework links3 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Product Owner Original source |
No Data or AI scopeSkills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Needs and results communication
Source passageJe kunt technische mogelijkheden vertalen naar begrijpelijke keuzes voor de organisatie en de behoefte van de organisatie duidelijk maken aan IV- en IT-professionals.
Framework links1 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Afstudeerstage digital twin chemische waterkwaliteit Westerschelde Original source |
DataSkills suggested- Data analysis
Source passageJe hebt kennis van of interesse in data-analyse en het werken met verschillende databronnen.
Framework links1 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Data analysis
Source passageJe hebt kennis van of interesse in data-analyse en het werken met verschillende databronnen. - Needs and results communication
Source passagegebruikerswensen ophalen en vertalen naar functionele eisen en een conceptueel model - Information reporting
Source passageOp basis van je onderzoek werk je toe naar een conceptuele opzet of dummy van een digital twin die aansluit bij de digitale omgeving van Rijkswaterstaat. Je brengt daarin data en gebruikersbehoeften samen en adviseert Rijkswaterstaat over de verdere ontwikkeling.
Framework links3 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Senior Medewerker Analyse en Kwaliteit Original source |
No Data or AI scope Needs review Skills suggested- Information reporting
Source passageStrategisch Advies: Je vertaalt ingewikkelde datastromen naar glasheldere (ad-hoc) dashboards en rapportages (o.a. - Data cleaning and quality
Source passageJe adviseert het Management Team (MT) proactief over datakwaliteit en procesinrichting.
Framework links3 proposed e-CF links. Links are suggestions and do not assess skill levels. | Not available |
|---|
| Data analist Centraal Meldpunt Sancties Original source |
DataSkills suggested- Information reporting
Source passageJouw expertise ligt op de technische kant van de data analyse, zoals het bouwen van dashboards. - Data analysis
Source passageAls technisch data analist ben jij, samen met de strategisch data analist/plaatsvervangend hoofd, een senior beleidsonderzoeker, twee tactisch data analisten, de informatiemanager en twee beleidsondersteuners, nauw betrokken bij de doorontwikkeling van het IT-systeem dat moet wordt ingericht om meldingen in ontvangst te nemen, te analyseren en te delen. - Programming
Source passageJe hebt ervaring met programmeren en het verwerken, combineren en analyseren van grote datasets, waarbij je in staat bent relevante patronen, trends en onderlinge verbanden te herkennen.
Framework links3 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Data analysis
Source passageJe hebt ervaring met programmeren en het verwerken, combineren en analyseren van grote datasets, waarbij je in staat bent relevante patronen, trends en onderlinge verbanden te herkennen. - Business intelligence reports
Source passageJe kunt gegevens uit verschillende bronnen samenbrengen en de uitkomsten vertalen naar heldere en toegankelijke informatieproducten, zoals grafieken, rapportages en dashboards. - Data visualisation
Source passageJe weet onderzoeksresultaten op een begrijpelijke en visueel aantrekkelijke manier te presenteren; ervaring met Tableau is daarbij een pré. - Programming
Source passageJe hebt ervaring met programmeren en het verwerken, combineren en analyseren van grote datasets, waarbij je in staat bent relevante patronen, trends en onderlinge verbanden te herkennen. - Needs and results communication
Source passageJe kunt gegevens uit verschillende bronnen samenbrengen en de uitkomsten vertalen naar heldere en toegankelijke informatieproducten, zoals grafieken, rapportages en dashboards.
Framework links6 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Data analist "De Vraag Vooruit" Original source |
DataSkills suggested- Spreadsheet data work
Source passageIn jouw functie werk je veel met Excel, SAS en Access. - SQL data queries
Source passageje beschikt over kennis over het werken met SQL, bij voorkeur SAS; - Data analysis
Source passageWil jij als data analist een bijdrage leveren aan het verzamelen, analyseren en interpreteren van gegevens voor onderzoeken vanuit het programma "De Vraag Vooruit" en vanuit de invulling van handhavingsregie IH niet-winst voor het team Landelijke Regie Particulieren?
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Data analysis
Source passageje hebt minimaal 3 jaar ervaring met het verwerken en analyseren van databestanden; - Spreadsheet data work
Source passageje beschikt over uitgebreide kennis van Excel; - SQL data queries
Source passageje beschikt over kennis over het werken met SQL, bij voorkeur SAS;
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Stage GeoViewer projecten Maas Original source |
DataSkills suggested- Spreadsheet data work
Source passageJe kunt werken met Excel. - Data analysis
Source passageJe volgt een mbo- of hbo-opleiding, bijvoorbeeld Geo, Data & Design, Aarde, Data-analyse & Visualisatie of Geografie & Datavisualisatie. - Data visualisation
Source passageJe volgt een mbo- of hbo-opleiding, bijvoorbeeld Geo, Data & Design, Aarde, Data-analyse & Visualisatie of Geografie & Datavisualisatie.
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. | DataSkills suggested- Spreadsheet data work
Source passageJe kunt werken met Excel. - Data analysis
Source passageJe vindt het leuk om informatie te verzamelen, structureren en analyseren. - Needs and results communication
Source passageJe werkt zelfstandig, maar zoekt ook actief de samenwerking op met collega's en stakeholders.
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Data Scientist Workforce Management Original source |
DataAISkills suggested- Machine learning development
Source passageAls data scientist WFM speel je een belangrijke rol in de ontwikkeling, toepassing en professionalisering van machine learning binnen de NVWA.
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. | Not available |
|---|
| Data Engineer Workforce Management Original source |
Data Needs review Skills suggested- Information reporting
Source passageJe ontsluit en koppelt gegevens uit verschillende systemen en zorgt ervoor dat deze betrouwbaar, actueel en bruikbaar beschikbaar zijn voor analyses, dashboards en verdere datagedreven toepassingen. - Data pipelines
Source passageJe bent een ervaren data engineer die zelfstandig technische oplossingen kan ontwikkelen en daarbij verder kijkt dan alleen de techniek.
Framework links3 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Data pipelines
Source passageDatapijplijnen bouwen en beheren. Je ontwikkelt en onderhoudt datapijplijnen op Azure, zodat gegevens uit verschillende systemen betrouwbaar worden verwerkt en beschikbaar gesteld. - Python programming
Source passageGoede kennis van Python en SQL. - SQL data queries
Source passageGoede kennis van Python en SQL. - Responsible data handling
Source passageVeilige gegevensverwerking waarborgen. Je houdt rekening met privacy en informatiebeveiliging. Met onder andere dataclassificatie en rolgebaseerde toegangsrechten zorg je ervoor dat persoonsgegevens alleen toegankelijk zijn voor bevoegde medewerkers.
Framework links6 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| .NET Developer Data Opslag Original source |
No Data or AI scope Needs review Skills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | No Data or AI scope Needs review Skills suggested- Programming
Source passageAls ervaren .NET developer bij de afdeling COC2/I&V ga je, samen met je collega ontwikkelaars, aan de slag om functionele requirements te vertalen naar concrete ontwikkel werkzaamheden op het gebied van (door)ontwikkelen van .NET webapplicaties binnen een Cloudomgeving. - Needs and results communication
Source passageWe zoeken een ervaren .NET developer die analytisch en communicatief sterk is, veel ervaring heeft met integraties met andere systemen en het leuk vindt om zelfstandig analyses uit te voeren & ontwerpen te maken. Je bent een teamspeler, neemt initiatief om iets geregeld te krijgen en zoekt graag de samenwerking op met andere stakeholders (binnen en buiten de afdeling).
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Technisch specialist Data & Cloud Original source |
No Data or AI scope Needs review Skills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | Not available |
|---|
| Stage datamodelleur IV-services en data governance Original source |
No Data or AI scope Needs review Skills suggestedFramework links0 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Data analysis
Source passageJe hebt affiniteit met data, informatiemodellen, metadata en/of data governance. - Data visualisation
Source passageMet visualisaties maak je complexe informatiemodellen begrijpelijk en inzichtelijk. - Needs and results communication
Source passageJe bent analytisch en kunt jouw bevindingen helder overbrengen.
Framework links3 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Senior data engineer Original source |
DataSkills suggested- SQL data queries
Source passageJe hebt sterke SQL-kennis (SQL Server, MySQL): je kunt query's schrijven, lezen, debuggen en optimaliseren. - Data cleaning and quality
Source passageJe waarborgt de datakwaliteit door data-issues te analyseren en op te lossen, validatie- en normalisatieregels te implementeren en afwijkingen te signaleren en te onderzoeken. - Data pipelines
Source passageJe ontwerpt, bouwt en beheert betrouwbare ETL-/ELT-datapipelines die consistente, schaalbare en hoogwaardige dataverwerking waarborgen. - Python programming
Source passageJe hebt minimaal 5 jaar recente en relevante werkervaring als data-engineer, ETL developer of in een vergelijkbare rol, waarin je ervaring hebt opgedaan met de implementatie van datawarehouses of dataplatformen en met ETL/ELT-processen, zoals SSIS, pipelineorkestratie en custom scripts in PowerShell en Python.
Framework links6 proposed e-CF links. Links are suggestions and do not assess skill levels. | Data Needs review Skills suggested- Data pipelines
Source passageJe hebt minimaal 5 jaar recente en relevante werkervaring als data-engineer, ETL developer of in een vergelijkbare rol, waarin je ervaring hebt opgedaan met de implementatie van datawarehouses of dataplatformen en met ETL/ELT-processen, zoals SSIS, pipelineorkestratie en custom scripts in PowerShell en Python. - Python programming
Source passageJe hebt minimaal 5 jaar recente en relevante werkervaring als data-engineer, ETL developer of in een vergelijkbare rol, waarin je ervaring hebt opgedaan met de implementatie van datawarehouses of dataplatformen en met ETL/ELT-processen, zoals SSIS, pipelineorkestratie en custom scripts in PowerShell en Python. - SQL data queries
Source passageJe hebt sterke SQL-kennis (SQL Server, MySQL): je kunt query's schrijven, lezen, debuggen en optimaliseren. - Data cleaning and quality
Source passageJe waarborgt de datakwaliteit door data-issues te analyseren en op te lossen, validatie- en normalisatieregels te implementeren en afwijkingen te signaleren en te onderzoeken. - Business intelligence reports
Source passagePower BI en/of SSAS: je kunt semantische modellen bouwen en snapshots van complexe analytische requirements realiseren. - Needs and results communication
Source passageJe bent communicatief vaardig en klantgericht. Je vertaalt complexe technische informatie naar begrijpelijke inzichten en weet de behoeften van stakeholders en gebruikers goed te begrijpen en te verbinden met passende oplossingen.
Framework links9 proposed e-CF links. Links are suggestions and do not assess skill levels. |
|---|
| Data Platform Engineer Original source |
No Data or AI scope Needs review Skills suggested- SQL data queries
Source passageJouw expertise in Python en SQL helpt ons om deze processen soepel en efficiënt te laten verlopen. - Python programming
Source passageJouw expertise in Python en SQL helpt ons om deze processen soepel en efficiënt te laten verlopen.
Framework links2 proposed e-CF links. Links are suggestions and do not assess skill levels. | Not available |