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RAG-Specialist Linux

ID: 3716

Type: Full-time

Category: Others

Company Name: Reclassering Nederland

Location: Utrecht - Utrecht - Netherlands

Salary: 3828.28 - 5205.54 EUR P1M

Education Level: HBO

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Job Description

Interlancing

vacature met login 2025-07-09T10:45:35+00:00Reclassering logo

Full stack AI RAG specialist Mistral Linux

Reclassering

Utrecht

32 uur p/w

3 maanden

Interlancing / detachering

Opdrachtbeschrijving

  • Bepalen benodigde hard- en software (prioriteit ivm besteltijden).
  • Opstellen architectuur en detailontwerp RAG-oplossing.
  • Met CISO/ISO van Reclassering opstellen informatiebeveiligingsbeleid.
  • Met CISO/ISO van Reclassering implementeren informatiebeveiligingsbeleid.
  • Selecteren vector-database.
  • Inrichten hard- en software.
  • Ontwikkelen RAG-toepassing.
  • Ontwikkelen geanonimiseerde testset.
  • Met de beheerders van het primaire systeem ontsluiten van de documenten.
  • Ontwikkelen vereiste regressietests (benodigd na elke update van software of LLM).
  • Voldoen aan (compliancy) vereisten van AVG en AI Verordening.
  • Inwerken twee technisch applicatiebeheerders van Reclassering.
  • Inrichten volledig technisch beheer met medewerkers van 3RO.
  • Volledige documentatie.

Achtergrond opdracht

De Reclassering wil een hoogrisico AI-systeem ontwikkelen om de efficiëntie en kwaliteit van processen te verhogen. In verschillende reclasseringsprocessen is het nodig dat de reclasseringswerker informatie ontsluit over een specifieke cliënt en relevante conclusies trekt, vaak onder grote tijdsdruk. In de AI-toepassing zullen reclasseringswerkers via een chat prompt verschillende vragen kunnen stellen over het dossier van hun cliënt en vervolgens deze informatie controleren. Het plan is om de LLM, vector-database etc. lokaal te hosten. In de te realiseren oplossing worden uiteindelijk (bijzondere) persoonsgegevens verwerkt. Een Impact Assessment Mensenrechten en Algoritmes is afgerond. Een DPIA is gepland.

De eisen

  • HBO/Universitair werk- en denkniveau
  • Minimaal 5 jaar relevante ervaring in het vakgebied
  • Minimaal 2 jaar specifieke ervaring passend bij de opdracht (zie opdrachtbeschrijving)
  • Kennisniveau passend bij de opdracht op gebieden: Programmeren, Datamanagement, Software ontwerp

De wensen

  • U bent een hands-on ontwikkelaar met een breed profiel als AI-specialist
  • U bent flexibel, resultaatgericht en communicatief
  • U bent aantoonbaar en ruim ervaren op alle bovengenoemde aspecten
  • U bent niet bang voor tegenslagen, volhardend en apolitiek
  • U bent praktisch op de hoogte van compliance vereisten van AVG en AI Verordening
  • U bent in staat uw kennis over te dragen en bent bekend met implementeren van informatiebeveiligingsbeleid in een hoog-risico AI-omgeving waarin bijzondere persoonsgegevens worden verwerkt
  • U bent een teamspeler
  • Ervaring met werken in een JV-Net omgeving is een grote pré
  • De opdracht kan ook door 2 personen samen worden uitgevoerd

Competenties

  • Flexibiliteit en resultaatgerichtheid
  • Communicatieve vaardigheden
  • Doorzettingsvermogen en stressbestendigheid
  • Apolitiek en professioneel handelen
  • Kennis van compliance (AVG, AI Verordening)
  • Kennisoverdracht en coaching
  • Teamspeler


Opleidingsniveau: HBO
Carrièreniveau: Ervaren
Uren: 32 uur per week
Company Information

Company Name: Reclassering Nederland

Company Website: https://www.reclasseringnederland.nl

Company Address: N/A

Reclassering Nederland is the national Dutch probation service (Stichting Reclassering Nederland) that operates as an independent organization providing supervision, guidance, and reintegration services for adults and juveniles involved with the criminal justice system. The organization’s core purpose is to reduce reoffending and enhance public safety by delivering court-ordered and post-release supervision, carrying out risk assessments, providing structured interventions and support, and offering specialist advice to courts, prisons and other partners in the justice chain. Reclassering Nederland functions both as a direct service provider and as a coordinating body that works with law enforcement, penitentiary institutions, municipalities, healthcare providers, and other public and private partners to manage and mitigate offender risk and facilitate social reintegration. Operationally, Reclassering Nederland provides a broad set of services spanning pre-trial and post-conviction phases. Key activities include the preparation of court reports and risk assessments to inform judicial decisions; supervision of individuals subject to community sentences, conditional release, or other judicially ordered measures; coordination and monitoring of compliance with community service and other sanctions; and delivery or referral to treatment programs aimed at addressing criminogenic needs such as substance misuse, aggression, and cognitive-behavioural deficits. The organization also oversees various forms of electronic monitoring and curfew enforcement where courts or authorities impose such measures, and it performs structured risk management for people considered at higher risk of reoffending or of posing a threat to public safety. A central element of Reclassering Nederland’s work is assessment and intervention based on evidence-informed practices. The organization uses standardized assessment instruments and risk screening tools to evaluate the likelihood of reoffending and to identify individual needs that should be addressed through targeted interventions. Based on these assessments, probation officers and associated professionals develop tailored supervision plans that combine monitoring, mandatory conditions, and supportive measures to promote desistance. Interventions may include motivational work, cognitive-behavioural interventions, mediation, support with housing and employment, and linkage to mental health and addiction services. The organization emphasizes a balance between enforcement — ensuring compliance with court orders and conditions — and rehabilitative support to enable sustainable reintegration. Reclassering Nederland delivers services through a decentralized structure with regional teams and specialized units, enabling local presence while maintaining national standards and coordination. Its professionals include probation officers, case managers, psychologists, social workers, and advisors who collaborate with judicial and correctional partners. The organization also engages in training and professional development to ensure its workforce applies up-to-date methodologies and adheres to relevant legal and ethical standards. In addition, Reclassering Nederland produces reports, guidelines, and practice tools that contribute to criminal justice decision-making and to consistent application of probation services across regions. The organization has a strong emphasis on interagency cooperation. It routinely coordinates with courts by supplying pre-sentence and post-sentence reports and with prisons to manage release planning and continuity of supervision. Reclassering Nederland also partners with municipal services, housing agencies, employers, and healthcare providers to address the social determinants that affect recidivism, such as unstable housing, unemployment, and untreated mental health or addiction issues. In cases involving victims, the service provides information and coordinates protective measures as appropriate, and it contributes to restorative justice processes where applicable. Reclassering Nederland is involved in innovation and quality improvement activities, including research collaborations and projects aimed at enhancing effectiveness and efficiency. This includes development and application of standardized assessment instruments, evaluation of intervention outcomes, and participation in national initiatives to improve justice chain integration and data sharing while respecting privacy and legal constraints. The organization also explores digital tools and approaches to support case management, remote contact, and program delivery, alongside conventional face-to-face supervision. Funding and governance for Reclassering Nederland reflect its public-service role. The organization operates under a governance framework that includes executive leadership and oversight bodies, and it receives funding through government contracts and allocations tied to the justice system. Its statutory and contractual responsibilities are shaped by national legislation and by agreements with the Ministry of Justice and Security and other public authorities. As such, Reclassering Nederland’s priorities and performance indicators are aligned with broader national objectives to reduce recidivism, protect the public, and improve outcomes for people subject to supervision. In summary, Reclassering Nederland is a national probation organization focused on reducing reoffending and supporting safe reintegration through court reporting, risk assessment, supervision, enforcement of community sanctions, tailored rehabilitative interventions, and multi-agency coordination. It combines enforcement and supportive functions, employs evidence-based tools and professional staff, and works closely with judicial, correctional, municipal and health partners to manage offender risk and to promote public safety.
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