<?xml version="1.0" encoding="UTF-8" standalone="no"?><ContractNotice xmlns="urn:oasis:names:specification:ubl:schema:xsd:ContractNotice-2" xmlns:cac="urn:oasis:names:specification:ubl:schema:xsd:CommonAggregateComponents-2" xmlns:cbc="urn:oasis:names:specification:ubl:schema:xsd:CommonBasicComponents-2" xmlns:efac="http://data.europa.eu/p27/eforms-ubl-extension-aggregate-components/1" xmlns:efbc="http://data.europa.eu/p27/eforms-ubl-extension-basic-components/1" xmlns:efext="http://data.europa.eu/p27/eforms-ubl-extensions/1" xmlns:ext="urn:oasis:names:specification:ubl:schema:xsd:CommonExtensionComponents-2"><ext:UBLExtensions><ext:UBLExtension><ext:ExtensionContent><efext:EformsExtension><efac:NoticeSubType><cbc:SubTypeCode listName="notice-subtype">16</cbc:SubTypeCode></efac:NoticeSubType><efac:Organizations><efac:Organization><efac:Company><cbc:WebsiteURI>https://www.bgr.bund.de</cbc:WebsiteURI><cac:PartyIdentification><cbc:ID schemeName="organization">ORG-0001</cbc:ID></cac:PartyIdentification><cac:PartyName><cbc:Name languageID="DEU">Bundesanstalt für Geowissenschaften und Rohstoffe</cbc:Name></cac:PartyName><cac:PostalAddress><cbc:CityName>Hannover</cbc:CityName><cbc:PostalZone>30655</cbc:PostalZone><cbc:CountrySubentityCode listName="nuts-lvl3">DE929</cbc:CountrySubentityCode><cac:Country><cbc:IdentificationCode listName="eforms-country">DEU</cbc:IdentificationCode></cac:Country></cac:PostalAddress><cac:PartyLegalEntity><cbc:CompanyID>eigene Leitweg ID 991-01484-64</cbc:CompanyID></cac:PartyLegalEntity><cac:Contact><cbc:Telephone>000</cbc:Telephone><cbc:ElectronicMail>ina.leutz@bgr.de</cbc:ElectronicMail></cac:Contact></efac:Company></efac:Organization><efac:Organization><efac:Company><cac:PartyIdentification><cbc:ID schemeName="organization">ORG-0002</cbc:ID></cac:PartyIdentification><cac:PartyName><cbc:Name languageID="DEU">Bundeskartellamt</cbc:Name></cac:PartyName><cac:PostalAddress><cbc:CityName>Bonn</cbc:CityName><cbc:PostalZone>53113</cbc:PostalZone><cbc:CountrySubentityCode listName="nuts-lvl3">DEA22</cbc:CountrySubentityCode><cac:Country><cbc:IdentificationCode listName="eforms-country">DEU</cbc:IdentificationCode></cac:Country></cac:PostalAddress><cac:PartyLegalEntity><cbc:CompanyID>Reg. Nr. 0</cbc:CompanyID></cac:PartyLegalEntity><cac:Contact><cbc:Telephone>000</cbc:Telephone><cbc:ElectronicMail>info@bundeskartellamt.bund.de</cbc:ElectronicMail></cac:Contact></efac:Company></efac:Organization><efac:Organization><efac:Company><cac:PartyIdentification><cbc:ID schemeName="organization">ORG-0003</cbc:ID></cac:PartyIdentification><cac:PartyName><cbc:Name languageID="DEU">Datenservice Öffentlicher Einkauf (in Verantwortung des Beschaffungsamts des BMI)</cbc:Name></cac:PartyName><cac:PostalAddress><cbc:CityName>Bonn</cbc:CityName><cbc:PostalZone>53119</cbc:PostalZone><cbc:CountrySubentityCode listName="nuts">DEA22</cbc:CountrySubentityCode><cac:Country><cbc:IdentificationCode listName="country">DEU</cbc:IdentificationCode></cac:Country></cac:PostalAddress><cac:PartyLegalEntity><cbc:CompanyID schemeID="002">0204:994-DOEVD-83</cbc:CompanyID></cac:PartyLegalEntity><cac:Contact><cbc:Telephone>+49228996100</cbc:Telephone><cbc:ElectronicMail>noreply.esender_hub@bescha.bund.de</cbc:ElectronicMail></cac:Contact></efac:Company></efac:Organization></efac:Organizations><efac:Publication><efbc:NoticePublicationID schemeName="ojs-notice-id">00246306-2024</efbc:NoticePublicationID><efbc:GazetteID schemeName="ojs-id">82/2024</efbc:GazetteID><efbc:PublicationDate>2024-04-25Z</efbc:PublicationDate></efac:Publication></efext:EformsExtension></ext:ExtensionContent></ext:UBLExtension></ext:UBLExtensions><cbc:UBLVersionID>2.3</cbc:UBLVersionID><cbc:CustomizationID>eforms-sdk-1.7</cbc:CustomizationID><cbc:ID schemeName="notice-id">4738402d-434c-4e88-b14f-54b04208afc7</cbc:ID><cbc:ContractFolderID>8ff4bee4-168d-44a3-bb80-508f1adfb579</cbc:ContractFolderID><cbc:IssueDate>2024-04-23+02:00</cbc:IssueDate><cbc:IssueTime>00:00:00+02:00</cbc:IssueTime><cbc:VersionID>01</cbc:VersionID><cbc:RequestedPublicationDate>2024-04-23+02:00</cbc:RequestedPublicationDate><cbc:RegulatoryDomain>32014L0024</cbc:RegulatoryDomain><cbc:NoticeTypeCode listName="competition">cn-standard</cbc:NoticeTypeCode><cbc:NoticeLanguageCode listName="eu-official-language">DEU</cbc:NoticeLanguageCode><cac:ContractingParty><cac:ContractingPartyType><cbc:PartyTypeCode listName="buyer-legal-type">cga</cbc:PartyTypeCode></cac:ContractingPartyType><cac:ContractingActivity><cbc:ActivityTypeCode listName="authority-activity">gen-pub</cbc:ActivityTypeCode></cac:ContractingActivity><cac:Party><cac:PartyIdentification><cbc:ID schemeName="organization">ORG-0001</cbc:ID></cac:PartyIdentification><cac:ServiceProviderParty><cbc:ServiceTypeCode listName="organisation-role">ted-esen</cbc:ServiceTypeCode><cac:Party><cac:PartyIdentification><cbc:ID schemeName="organization">ORG-0003</cbc:ID></cac:PartyIdentification></cac:Party></cac:ServiceProviderParty></cac:Party></cac:ContractingParty><cac:TenderingTerms><cac:ProcurementLegislationDocumentReference><cbc:ID>vgv</cbc:ID></cac:ProcurementLegislationDocumentReference><cac:TendererQualificationRequest><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">corruption</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">fraud</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">crime-org</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">finan-laund</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">bankruptcy</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">labour-law</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">socsec-law</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">socsec-pay</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">tax-pay</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="exclusion-ground">distorsion</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">Eigenerklärung zu den Ausschlussgründen</cbc:Description></cac:SpecificTendererRequirement></cac:TendererQualificationRequest></cac:TenderingTerms><cac:TenderingProcess><cbc:ProcedureCode listName="procurement-procedure-type">open</cbc:ProcedureCode></cac:TenderingProcess><cac:ProcurementProject><cbc:ID schemeName="InternalID">204-10123245</cbc:ID><cbc:Name languageID="DEU">Identifizieren von Bodenhorizonten aus Bodenprofilfotos</cbc:Name><cbc:Description languageID="DEU">Entwicklung und Anwendung einer auf dem maschinellen Lernen basierenden Methode für das automatisierte Identifizieren von Bodenhorizonten und einiger ihrer morphologischen Eigenschaften (wie Rostfleckung, Einwaschungsmerkmale) aus Fotos von Bodenprofilen.</cbc:Description><cbc:ProcurementTypeCode listName="eforms-contract-nature">services</cbc:ProcurementTypeCode><cac:MainCommodityClassification><cbc:ItemClassificationCode listName="cpv">73100000</cbc:ItemClassificationCode></cac:MainCommodityClassification><cac:RealizedLocation><cac:Address><cbc:CountrySubentityCode listName="nuts-lvl3">DE300</cbc:CountrySubentityCode><cac:Country><cbc:IdentificationCode listName="eforms-country">DEU</cbc:IdentificationCode></cac:Country></cac:Address></cac:RealizedLocation></cac:ProcurementProject><cac:ProcurementProjectLot><cbc:ID schemeName="Lot">LOT-0001</cbc:ID><cac:TenderingTerms><ext:UBLExtensions><ext:UBLExtension><ext:ExtensionContent><efext:EformsExtension><efac:SelectionCriteria><cbc:CriterionTypeCode listName="selection-criterion">sui-act</cbc:CriterionTypeCode><cbc:Name languageID="DEU">Vordruck „Eigenerklärung zu den Ausschlussgründen“ ist zu unterschreiben und dem Angebot beizufügen. Vordruck „Eigenerklärung VO-2022-833 “ ist zu unterschreiben
und dem Angebot beizufügen. Vordruck „Eigenerklärung Staatsangehörigkeit Eigentümer“ ist zu unterschreiben und dem Angebot beizufügen.</cbc:Name></efac:SelectionCriteria><efac:SelectionCriteria><cbc:CriterionTypeCode listName="selection-criterion">ef-stand</cbc:CriterionTypeCode><cbc:Name languageID="DEU">Vordruck „Eigenerklärung Unternehmensangaben“ ist zu unterschreiben und dem Angebot beizufügen.</cbc:Name></efac:SelectionCriteria><efac:SelectionCriteria><cbc:CriterionTypeCode listName="selection-criterion">tp-abil</cbc:CriterionTypeCode><cbc:Name languageID="DEU">Personalqualifikation: Der Bieter hat anzugeben, welche Fachkräfte im Zusammenhang mit der Leistungserbringung eingesetzt werden sollen, unabhängig davon, ob diese dem Unternehmen angehören oder nicht.</cbc:Name><cbc:Description languageID="DEU">Die zum Einsatz vorgesehene/n Fachkraft bzw. Fachkräfte müssen zusammen im Team mindestens über folgende Erfahrungen verfügen: 
-	Programmierung, insbesondere Python und state-of-the-art KI-Methoden 
-	Bildverarbeitung und -segmentierungstechniken
-	Maschinelles Lernen und Klassifikationsalgorithmen
-	Datenanalyse und Merkmalsextraktion
-	Verbesserung der Datenqualität
-	Validierung und Optimierung von Klassifizierungsergebnissen
-	Interpretierbarkeit von Verfahren des maschinellen Lernens
-	Verfahren zur optimierten Mensch-KI Interaktion
-	Erfahrungen in der Koordination interdisziplinärer Forschungsprojekte</cbc:Description></efac:SelectionCriteria><efac:SelectionCriteria><cbc:CriterionTypeCode listName="selection-criterion">tp-abil</cbc:CriterionTypeCode><cbc:Name languageID="DEU">Infrastruktur</cbc:Name><cbc:Description languageID="DEU">Der Bieter hat mit seinem Angebot nachzuweisen, dass er über die notwendige Infrastruktur (Hardware, Software) für eine erfolgreiche Datenverarbeitung verfügt (hier insbesondere leistungsfähige GPUs).</cbc:Description></efac:SelectionCriteria><efac:StrategicProcurement><efbc:ApplicableLegalBasis listName="cvd-scope">false</efbc:ApplicableLegalBasis></efac:StrategicProcurement></efext:EformsExtension></ext:ExtensionContent></ext:UBLExtension></ext:UBLExtensions><cbc:VariantConstraintCode listName="permission">not-allowed</cbc:VariantConstraintCode><cbc:FundingProgramCode listName="eu-funded">no-eu-funds</cbc:FundingProgramCode><cbc:MultipleTendersCode listName="permission">not-allowed</cbc:MultipleTendersCode><cac:CallForTendersDocumentReference><cbc:ID>204-10123245 Los 1</cbc:ID><cbc:DocumentType>non-restricted-document</cbc:DocumentType><cbc:LanguageID>DEU</cbc:LanguageID><cac:Attachment><cac:ExternalReference><cbc:URI>https://www.evergabe-online.de/tenderdocuments.html?id=652283</cbc:URI></cac:ExternalReference></cac:Attachment></cac:CallForTendersDocumentReference><cac:TendererQualificationRequest><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="reserved-procurement">none</cbc:TendererRequirementTypeCode></cac:SpecificTendererRequirement></cac:TendererQualificationRequest><cac:TendererQualificationRequest><cac:SpecificTendererRequirement><cbc:TendererRequirementTypeCode listName="missing-info-submission">late-none</cbc:TendererRequirementTypeCode><cbc:Description languageID="DEU">siehe Vergabeunterlagen</cbc:Description></cac:SpecificTendererRequirement></cac:TendererQualificationRequest><cac:ContractExecutionRequirement><cbc:ExecutionRequirementCode listName="reserved-execution">no</cbc:ExecutionRequirementCode></cac:ContractExecutionRequirement><cac:ContractExecutionRequirement><cbc:ExecutionRequirementCode listName="einvoicing">required</cbc:ExecutionRequirementCode></cac:ContractExecutionRequirement><cac:ContractExecutionRequirement><cbc:ExecutionRequirementCode listName="ecatalog-submission">not-allowed</cbc:ExecutionRequirementCode></cac:ContractExecutionRequirement><cac:AppealTerms><cac:AppealReceiverParty><cac:PartyIdentification><cbc:ID schemeName="organization">ORG-0002</cbc:ID></cac:PartyIdentification></cac:AppealReceiverParty></cac:AppealTerms><cac:Language><cbc:ID>DEU</cbc:ID></cac:Language><cac:PostAwardProcess><cbc:ElectronicOrderUsageIndicator>true</cbc:ElectronicOrderUsageIndicator><cbc:ElectronicPaymentUsageIndicator>true</cbc:ElectronicPaymentUsageIndicator></cac:PostAwardProcess></cac:TenderingTerms><cac:TenderingProcess><cbc:SubmissionMethodCode listName="esubmission">required</cbc:SubmissionMethodCode><cbc:GovernmentAgreementConstraintIndicator>true</cbc:GovernmentAgreementConstraintIndicator><cac:TenderSubmissionDeadlinePeriod><cbc:EndDate>2024-05-28+02:00</cbc:EndDate><cbc:EndTime>23:59:00+02:00</cbc:EndTime></cac:TenderSubmissionDeadlinePeriod><cac:OpenTenderEvent><cbc:OccurrenceDate>2024-05-29+02:00</cbc:OccurrenceDate><cbc:OccurrenceTime>08:00:00+02:00</cbc:OccurrenceTime></cac:OpenTenderEvent><cac:AuctionTerms><cbc:AuctionConstraintIndicator>false</cbc:AuctionConstraintIndicator></cac:AuctionTerms><cac:ContractingSystem><cbc:ContractingSystemTypeCode listName="framework-agreement">none</cbc:ContractingSystemTypeCode></cac:ContractingSystem><cac:ContractingSystem><cbc:ContractingSystemTypeCode listName="dps-usage">none</cbc:ContractingSystemTypeCode></cac:ContractingSystem></cac:TenderingProcess><cac:ProcurementProject><cbc:ID schemeName="InternalID">204-10123245 Los 1</cbc:ID><cbc:Name languageID="DEU">Identifizieren von Bodenhorizonten aus Bodenprofilfotos</cbc:Name><cbc:Description languageID="DEU">Entwicklung und Anwendung einer auf dem maschinellen Lernen basierenden Methode für das automatisierte Identifizieren von Bodenhorizonten und einiger ihrer morphologischen Eigenschaften (wie Rostfleckung, Einwaschungsmerkmale) aus Fotos von Bodenprofilen.</cbc:Description><cbc:ProcurementTypeCode listName="contract-nature">services</cbc:ProcurementTypeCode><cbc:SMESuitableIndicator>false</cbc:SMESuitableIndicator><cac:ProcurementAdditionalType><cbc:ProcurementTypeCode listName="strategic-procurement">none</cbc:ProcurementTypeCode></cac:ProcurementAdditionalType><cac:MainCommodityClassification><cbc:ItemClassificationCode listName="cpv">73100000</cbc:ItemClassificationCode></cac:MainCommodityClassification><cac:RealizedLocation><cac:Address><cbc:CountrySubentityCode listName="nuts-lvl3">DE300</cbc:CountrySubentityCode><cac:Country><cbc:IdentificationCode listName="eforms-country">DEU</cbc:IdentificationCode></cac:Country></cac:Address></cac:RealizedLocation></cac:ProcurementProject></cac:ProcurementProjectLot></ContractNotice>