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Data Scientist - Pre-Sales (F/M/X) at Acuity Analytics
Germany, Texas, United States - Full Time
Skills Needed
Data Science, Machine Learning, Python, R, Statistics, Mathematics, Genai, Cloud Based Environments, Spark, Tensorflow, Keras, Data Preparation, Model Implementation, Ai Solutions, Technical Advisor, Collaboration, Workshops
Specialization
Candidates should have an educational background in Mathematics, Computer Science, Data Science, or Statistics, with knowledge of machine learning pipelines in Python or R. Experience with GenAI projects and a passion for learning new skills are also important.
Experience Required
Minimum 2 year(s)
Senior AI Delivery Manager DE (F/M/X) at Acuity Analytics
Germany, Texas, United States - Full Time
Skills Needed
Project Management, Ai Projects, Large Language Models, Agile Practices, Sql, Json, Python, Stakeholder Management, Communication, Data Pipelines, Risk Management, Data Visualization, Technical Oversight, Budget Management, Collaboration, Quality Assurance
Specialization
Candidates should have over 5 years of experience in technical project management, particularly in AI and LLM projects, with strong skills in Agile methodologies. Proficiency in SQL, JSON, and Python is essential, along with excellent stakeholder management and communication skills.
Experience Required
Minimum 5 year(s)
Lead Frontend Engineer - Embedded Application (m/w/d) at CmdScale GmbH
Germany, Texas, United States - Full Time
Skills Needed
Frontend Architecture, Embedded Systems, Technical Ownership, Team Building, Platform Integration, React, Rust, Nix, Nixos, Gitlab, Communication Skills, Analytical Thinking, Problem Solving, Mentoring, Code Review, Innovative Technologies
Specialization
Practical experience is prioritized over formal education, with a focus on independent technology decisions and project implementation. Strong communication skills in both German and English are essential, along with the ability to understand and implement complex technical concepts.
Experience Required
Minimum 5 year(s)
Interim Product Manager – IoT (Freelancer) at GROPYUS AG
Berlin, , Germany - Full Time
Skills Needed
Product Management, Iot, Smart Home, Hardware Rollout, Testing, Installation, Troubleshooting, Process Optimization, Cross Functional Collaboration, Electrical Systems, Communication, Coordination, User Acceptance Testing, Logistics, Configuration, Installation Standards
Specialization
Candidates should have over 5 years of experience in smart home, IoT, or hardware rollout environments, with proven success in large-scale hardware deployments. A background in electrical engineering is advantageous, along with strong communication and coordination skills.
Experience Required
Minimum 5 year(s)
Teamleiter IT-Logistik (m/w/d) at A.T.U Auto-Teile-Unger
Weiden in der Oberpfalz, Bavaria, Germany - Full Time
Skills Needed
It Processes, Logistics Processes, Team Leadership, Project Management, It Asset Management, Inventory Management, Lifecycle Processes, Analytical Skills, Communication Skills, Problem Solving, Hands On Mentality, Operational Support, Budget Planning, Process Optimization, Team Development, External Coordination
Specialization
Candidates should have several years of experience in IT or logistics processes, ideally with a focus on IT. Leadership experience and knowledge in IT asset management are also required.
Experience Required
Minimum 5 year(s)
Freie Mitarbeiter (m/w/d) für gesellschaftsrelevante Befragungen at Foerster & Thelen Marktforschung Feldservice GmbH
Ebergötzen, Lower Saxony, Germany - Full Time
Skills Needed
Communication, Interpersonal Skills, Technology Proficiency, Customer Service, Promotion, Sales, Interviewing, Flexibility
Specialization
Candidates should be outgoing and comfortable engaging with people. Proficiency with smartphones or tablets and good German language skills are essential.
Founders Associate - Operations (m/w/d) at mitte | Boutique Padel
Berlin, , Germany - Full Time
Skills Needed
Project Management, Strategic Collaboration, Process Creation, Communication, Problem Solving, Entrepreneurial Thinking, Flexibility, Self Management
Specialization
Candidates should have a relevant academic background, preferably in business or management, and demonstrate high levels of initiative and self-management. The role requires quick comprehension, solution-oriented thinking, and the ability to adapt to dynamic environments.
Senior ServiceNow GRC Consultant (m/w/d) at Devoteam
Frankfurt, Hesse, Germany - Full Time
Skills Needed
Governance, Risk Management, Compliance, It Security, Servicenow Grc, Irm, Secops, Stakeholder Communication, Workshop Facilitation, Process Design, Risk Assessment, Security Operations, Automation, Project Management, Pre Sales Support, Regulatory Knowledge
Specialization
Candidates should have at least 3 years of experience in consulting with a strong background in governance, risk, and compliance or IT security. Proficiency in ServiceNow GRC and excellent communication skills in both German and English are essential.
Experience Required
Minimum 5 year(s)
Tankwagenfahrer (m/w/d) at BayWa AG
Schwandorf, Bavaria, Germany - Full Time
Skills Needed
Driving, Customer Service, Self Management, Flexibility, Teamwork, Adr Certification
Specialization
Candidates must possess a CE driver's license and an ADR certificate, which can be obtained later. Flexibility and customer friendliness are essential, and the position is open to career changers.
HSE Manager at vattenfall
Hamburg, , Germany - Full Time
Skills Needed
Hse Management, Risk Assessment, Safety Standards, Environmental Protection, Project Management, Audit Coordination, Team Collaboration, German Language, English Language
Specialization
Candidates should have a degree in engineering, environmental technology, or safety technology, along with several years of experience in HSE management. Knowledge of relevant standards and experience in international project teams are also required.
Experience Required
Minimum 5 year(s)
Lackierer (m/w/d) at Rolls-Royce
Magdeburg, Saxony-Anhalt, Germany - Full Time
Skills Needed
Lackierung, Tectylierung, Korrosionsschutz, Maskierung, Pumpenbetrieb, Lackiertechnik, Qualitätsprüfung, Nachbesserungen, Versandvorbereitung, Führerschein, Strukturiert, Prozessorientiert
Specialization
Candidates should have a completed vocational training as an industrial painter and several years of professional experience. A structured and process-oriented work style is also desired.
Experience Required
Minimum 5 year(s)
(Senior) Quality Manager, Customer Service (d/f/m) at Adevinta
Berlin, , Germany - Full Time
Skills Needed
Quality Management, Customer Service, Analytical Skills, Reporting Skills, Stakeholder Management, Team Player, Independent Contributor, Attention To Detail, Resilience, Fluency In German, Fluency In English
Specialization
The ideal candidate should have over 3 years of experience in a Quality Management role, preferably in Customer Service or outsourced environments. Strong analytical skills and fluency in both German and English are essential.
Experience Required
Minimum 2 year(s)
German Speaking Jobs In Greece - Work In Greece - Fully Paid Relocation Pac at Mercier Consultancy MD
, , Germany - Full Time
Skills Needed
Fluency In German, Customer Service, Communication Skills, Problem Solving, Multi Tasking, Crm Systems, Computer Software, Proactive Attitude
Specialization
Fluency in German is essential, and proficiency in English is an advantage. Previous experience in customer service is preferred but not mandatory.
Servicetechniker (m/w/d) – Sicherheitstechnik at Securitas USA Corporate Services
Buxtehude, Lower Saxony, Germany - Full Time
Skills Needed
Maintenance, Troubleshooting, Intrusion Detection Systems (Ids), Fire Alarm Systems (Fas), Access Control Systems (Acs), Video Surveillance Systems (Vss), Electrical Training, Customer Service, Independent Work, Structured Work Style, Technical Consultation, Field Service
Specialization
Candidates must have a completed electrical engineering qualification and demonstrable professional experience in at least one security technology field (IDS, FAS, ACS, or VSS), along with a Class B driver's license and German language skills at B2 level. Ideally, candidates should possess in-depth knowledge across multiple security technology fields and relevant manufacturer certifications.
Experience Required
Minimum 2 year(s)
Servicetechniker (m/w/d) – Sicherheitstechnik at Securitas USA Corporate Services
Pinneberg, Schleswig-Holstein, Germany - Full Time
Skills Needed
Electrotechnical Training, Maintenance, Troubleshooting, Customer Service, Technical Consultation, Documentation, Inspection, Team Collaboration
Specialization
Candidates must have a completed electrotechnical education and verifiable work experience in at least one of the security technology fields. A valid driver's license and German language skills at a minimum B2 level are also required.
Experience Required
Minimum 2 year(s)
Koordinator / Disponent (m/w/d) at Securitas USA Corporate Services
Ahrensburg, Schleswig-Holstein, Germany - Full Time
Skills Needed
Disposition, Coordination, Organization, Planning, It Systems, Material Management, Interdepartmental Coordination, Communication, Teamwork, Responsibility, Documentation, Technical Understanding, Capacity Planning, Customer Service, Process Improvement, Flexibility
Specialization
Candidates should have experience in scheduling and planning, particularly for technical personnel, along with strong organizational skills. A technical or commercial education is preferred, along with the ability to analyze and improve processes.
Experience Required
Minimum 2 year(s)
Design Talent gesucht: Grafik-Praktikum im E-Commerce (m/w/d) at eFLY Marketplace Services GmbH
Stuttgart, Baden-Württemberg, Germany - Full Time
Skills Needed
Graphic Design, Creativity, Adobe Creative Suite, Communication Skills, Attention To Detail, E Commerce Knowledge
Specialization
You should be an enrolled student in graphic design or a related field with strong creative skills and some practical experience in graphic design. Proficiency in Adobe Creative Suite and good communication skills in German and English are also required.
Kundenberater Fahrzeugbewertung (m/w/d) - 750€ Startbonus at AUTO1 Group
Leipzig, Saxony, Germany - Full Time
Skills Needed
Sales Skills, Communication Skills, Customer Orientation, Negotiation Skills, Team Coordination, Technical Knowledge
Specialization
Strong sales and communication skills are essential, ideally gained through experience in direct customer contact or retail. A customer-oriented attitude and enthusiasm for personal interaction are important, while technical knowledge is not mandatory as training will be provided.
Key Account Manager - Edeka (m/w/d) at yfood Labs GmbH
, , Germany - Full Time
Skills Needed
Key Account Management, Strategic Planning, Analytical Skills, Communication Skills, Teamwork, Problem Solving, Market Analysis, Sales Strategy, Customer Relationship Management, Project Management, Negotiation Skills, Conflict Resolution, Business Development, Financial Acumen, Decision Making, Networking
Specialization
Candidates should have a completed degree in business administration or a comparable qualification, along with at least 3 years of experience in key account management. Strong analytical skills, communication abilities, and a proactive approach are essential.
Experience Required
Minimum 2 year(s)
Sachbearbeiter Insolvenztabelle (m/w/d) at Talentlify
Stuttgart, Baden-Württemberg, Germany - Full Time
Skills Needed
Insolvency Table Management, Correspondence Handling, Deadline Management, Claims Processing, Office Applications, German Language Skills, Client Interaction, Teamwork
Specialization
Candidates should have a completed commercial training, ideally with experience in insolvency tables. Proficiency in Winsolvenz and Lexolution, along with good IT skills and strong German language abilities, are preferred.
Data Scientist - Pre-Sales (F/M/X) at Acuity Analytics
Germany, Texas, United States -
Full Time


Start Date

Immediate

Expiry Date

18 Mar, 26

Salary

0.0

Posted On

18 Dec, 25

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Data Science, Machine Learning, Python, R, Statistics, Mathematics, GenAI, Cloud-Based Environments, Spark, Tensorflow, Keras, Data Preparation, Model Implementation, AI Solutions, Technical Advisor, Collaboration, Workshops

Industry

IT Services and IT Consulting

Description
Welcome to an exciting opportunity where ambitious individuals are invited to join a team of inquisitive minds and supportive peers, all driven by a shared passion and diverse skills aimed at creating value for businesses through data! About Us Ascent has recently been acquired by Acuity Analytics. This is both a significant milestone for us and a tremendous opportunity for you. Acuity Analytics is a business with a strong global reputation, an impressive client base and ambitious growth plans. We deliver deep insights and domain-led digital transformation to high-growth and heavily regulated organisations. To our customers, we bring a partnership that provides the talent, technology and capability to enhance performance and operational efficiency. Your responsibilities As our next Data Scientist (F/M/X) you take care of implementing data-driven solutions together with other data scientists, data engineers and the client’s technical team: Support the sales team with data science and analytics expertise throughout the sales cycle Act as a technical advisor for customers, understanding their business challenges and translating them into data-driven solutions Design, build, and present data science use cases, demos, and proof-of-concepts (PoCs) tailored to customer needs Implementation of proof of concepts in AI, data science, and machine learning Data preparation, model implementation, and development of productionizable high-quality code in Python are your daily business Close collaboration with your team members in the conception of data science and AI solutions for our clients Assisting in workshops with the client’s team You will work in different industries on various data science and AI use-cases Skills and experience You have an educational background in the field of Mathematics, Computer Science, Data Science, Statistics or similar Knowledge in implementing machine learning pipelines in either Python or R with proficiency of the respective libraries (caret, dplyr, tidyverse or scikit-learn, pandas, numpy etc.) is required Solid understanding of statistics and mathematics Experience in working on GenAI related projects (e.g. with langchain, chainlit, RAG, LLMs) Nice-to-have: Experience with cloud-based environments or advanced technologies like Spark, Tensorflow or Keras Motivation and passion for learning new things and honing your skills You are fluent in both German and English Why join us? People are at the Heart of our Business. By investing in people, we achieve exceptional results for our clients and create new opportunities for our teams to thrive. Check out this page for more details. If you have any questions contact our Talent Acquisition team on ta.admin@acuityanalytics. For more details about life at Ascent, check out our Life Page here. Ascent is now an Acuity Analytics. Read here.
Responsibilities
The Data Scientist will implement data-driven solutions alongside other data scientists and engineers, supporting the sales team throughout the sales cycle. They will act as a technical advisor, design and present use cases, and collaborate closely with team members.
Data Scientist - Pre-Sales (F/M/X) at Acuity Analytics
Germany, Texas, United States - Full Time
Skills Needed
Data Science, Machine Learning, Python, R, Statistics, Mathematics, Genai, Cloud Based Environments, Spark, Tensorflow, Keras, Data Preparation, Model Implementation, Ai Solutions, Technical Advisor, Collaboration, Workshops
Specialization
Candidates should have an educational background in Mathematics, Computer Science, Data Science, or Statistics, with knowledge of machine learning pipelines in Python or R. Experience with GenAI projects and a passion for learning new skills are also important.
Experience Required
Minimum 2 year(s)
Senior AI Delivery Manager DE (F/M/X) at Acuity Analytics
Germany, Texas, United States - Full Time
Skills Needed
Project Management, Ai Projects, Large Language Models, Agile Practices, Sql, Json, Python, Stakeholder Management, Communication, Data Pipelines, Risk Management, Data Visualization, Technical Oversight, Budget Management, Collaboration, Quality Assurance
Specialization
Candidates should have over 5 years of experience in technical project management, particularly in AI and LLM projects, with strong skills in Agile methodologies. Proficiency in SQL, JSON, and Python is essential, along with excellent stakeholder management and communication skills.
Experience Required
Minimum 5 year(s)
Lead Frontend Engineer - Embedded Application (m/w/d) at CmdScale GmbH
Germany, Texas, United States - Full Time
Skills Needed
Frontend Architecture, Embedded Systems, Technical Ownership, Team Building, Platform Integration, React, Rust, Nix, Nixos, Gitlab, Communication Skills, Analytical Thinking, Problem Solving, Mentoring, Code Review, Innovative Technologies
Specialization
Practical experience is prioritized over formal education, with a focus on independent technology decisions and project implementation. Strong communication skills in both German and English are essential, along with the ability to understand and implement complex technical concepts.
Experience Required
Minimum 5 year(s)
Interim Product Manager – IoT (Freelancer) at GROPYUS AG
Berlin, , Germany - Full Time
Skills Needed
Product Management, Iot, Smart Home, Hardware Rollout, Testing, Installation, Troubleshooting, Process Optimization, Cross Functional Collaboration, Electrical Systems, Communication, Coordination, User Acceptance Testing, Logistics, Configuration, Installation Standards
Specialization
Candidates should have over 5 years of experience in smart home, IoT, or hardware rollout environments, with proven success in large-scale hardware deployments. A background in electrical engineering is advantageous, along with strong communication and coordination skills.
Experience Required
Minimum 5 year(s)
Teamleiter IT-Logistik (m/w/d) at A.T.U Auto-Teile-Unger
Weiden in der Oberpfalz, Bavaria, Germany - Full Time
Skills Needed
It Processes, Logistics Processes, Team Leadership, Project Management, It Asset Management, Inventory Management, Lifecycle Processes, Analytical Skills, Communication Skills, Problem Solving, Hands On Mentality, Operational Support, Budget Planning, Process Optimization, Team Development, External Coordination
Specialization
Candidates should have several years of experience in IT or logistics processes, ideally with a focus on IT. Leadership experience and knowledge in IT asset management are also required.
Experience Required
Minimum 5 year(s)
Freie Mitarbeiter (m/w/d) für gesellschaftsrelevante Befragungen at Foerster & Thelen Marktforschung Feldservice GmbH
Ebergötzen, Lower Saxony, Germany - Full Time
Skills Needed
Communication, Interpersonal Skills, Technology Proficiency, Customer Service, Promotion, Sales, Interviewing, Flexibility
Specialization
Candidates should be outgoing and comfortable engaging with people. Proficiency with smartphones or tablets and good German language skills are essential.
Founders Associate - Operations (m/w/d) at mitte | Boutique Padel
Berlin, , Germany - Full Time
Skills Needed
Project Management, Strategic Collaboration, Process Creation, Communication, Problem Solving, Entrepreneurial Thinking, Flexibility, Self Management
Specialization
Candidates should have a relevant academic background, preferably in business or management, and demonstrate high levels of initiative and self-management. The role requires quick comprehension, solution-oriented thinking, and the ability to adapt to dynamic environments.
Senior ServiceNow GRC Consultant (m/w/d) at Devoteam
Frankfurt, Hesse, Germany - Full Time
Skills Needed
Governance, Risk Management, Compliance, It Security, Servicenow Grc, Irm, Secops, Stakeholder Communication, Workshop Facilitation, Process Design, Risk Assessment, Security Operations, Automation, Project Management, Pre Sales Support, Regulatory Knowledge
Specialization
Candidates should have at least 3 years of experience in consulting with a strong background in governance, risk, and compliance or IT security. Proficiency in ServiceNow GRC and excellent communication skills in both German and English are essential.
Experience Required
Minimum 5 year(s)
Tankwagenfahrer (m/w/d) at BayWa AG
Schwandorf, Bavaria, Germany - Full Time
Skills Needed
Driving, Customer Service, Self Management, Flexibility, Teamwork, Adr Certification
Specialization
Candidates must possess a CE driver's license and an ADR certificate, which can be obtained later. Flexibility and customer friendliness are essential, and the position is open to career changers.
HSE Manager at vattenfall
Hamburg, , Germany - Full Time
Skills Needed
Hse Management, Risk Assessment, Safety Standards, Environmental Protection, Project Management, Audit Coordination, Team Collaboration, German Language, English Language
Specialization
Candidates should have a degree in engineering, environmental technology, or safety technology, along with several years of experience in HSE management. Knowledge of relevant standards and experience in international project teams are also required.
Experience Required
Minimum 5 year(s)
Lackierer (m/w/d) at Rolls-Royce
Magdeburg, Saxony-Anhalt, Germany - Full Time
Skills Needed
Lackierung, Tectylierung, Korrosionsschutz, Maskierung, Pumpenbetrieb, Lackiertechnik, Qualitätsprüfung, Nachbesserungen, Versandvorbereitung, Führerschein, Strukturiert, Prozessorientiert
Specialization
Candidates should have a completed vocational training as an industrial painter and several years of professional experience. A structured and process-oriented work style is also desired.
Experience Required
Minimum 5 year(s)
(Senior) Quality Manager, Customer Service (d/f/m) at Adevinta
Berlin, , Germany - Full Time
Skills Needed
Quality Management, Customer Service, Analytical Skills, Reporting Skills, Stakeholder Management, Team Player, Independent Contributor, Attention To Detail, Resilience, Fluency In German, Fluency In English
Specialization
The ideal candidate should have over 3 years of experience in a Quality Management role, preferably in Customer Service or outsourced environments. Strong analytical skills and fluency in both German and English are essential.
Experience Required
Minimum 2 year(s)
German Speaking Jobs In Greece - Work In Greece - Fully Paid Relocation Pac at Mercier Consultancy MD
, , Germany - Full Time
Skills Needed
Fluency In German, Customer Service, Communication Skills, Problem Solving, Multi Tasking, Crm Systems, Computer Software, Proactive Attitude
Specialization
Fluency in German is essential, and proficiency in English is an advantage. Previous experience in customer service is preferred but not mandatory.
Servicetechniker (m/w/d) – Sicherheitstechnik at Securitas USA Corporate Services
Buxtehude, Lower Saxony, Germany - Full Time
Skills Needed
Maintenance, Troubleshooting, Intrusion Detection Systems (Ids), Fire Alarm Systems (Fas), Access Control Systems (Acs), Video Surveillance Systems (Vss), Electrical Training, Customer Service, Independent Work, Structured Work Style, Technical Consultation, Field Service
Specialization
Candidates must have a completed electrical engineering qualification and demonstrable professional experience in at least one security technology field (IDS, FAS, ACS, or VSS), along with a Class B driver's license and German language skills at B2 level. Ideally, candidates should possess in-depth knowledge across multiple security technology fields and relevant manufacturer certifications.
Experience Required
Minimum 2 year(s)
Servicetechniker (m/w/d) – Sicherheitstechnik at Securitas USA Corporate Services
Pinneberg, Schleswig-Holstein, Germany - Full Time
Skills Needed
Electrotechnical Training, Maintenance, Troubleshooting, Customer Service, Technical Consultation, Documentation, Inspection, Team Collaboration
Specialization
Candidates must have a completed electrotechnical education and verifiable work experience in at least one of the security technology fields. A valid driver's license and German language skills at a minimum B2 level are also required.
Experience Required
Minimum 2 year(s)
Koordinator / Disponent (m/w/d) at Securitas USA Corporate Services
Ahrensburg, Schleswig-Holstein, Germany - Full Time
Skills Needed
Disposition, Coordination, Organization, Planning, It Systems, Material Management, Interdepartmental Coordination, Communication, Teamwork, Responsibility, Documentation, Technical Understanding, Capacity Planning, Customer Service, Process Improvement, Flexibility
Specialization
Candidates should have experience in scheduling and planning, particularly for technical personnel, along with strong organizational skills. A technical or commercial education is preferred, along with the ability to analyze and improve processes.
Experience Required
Minimum 2 year(s)
Design Talent gesucht: Grafik-Praktikum im E-Commerce (m/w/d) at eFLY Marketplace Services GmbH
Stuttgart, Baden-Württemberg, Germany - Full Time
Skills Needed
Graphic Design, Creativity, Adobe Creative Suite, Communication Skills, Attention To Detail, E Commerce Knowledge
Specialization
You should be an enrolled student in graphic design or a related field with strong creative skills and some practical experience in graphic design. Proficiency in Adobe Creative Suite and good communication skills in German and English are also required.
Kundenberater Fahrzeugbewertung (m/w/d) - 750€ Startbonus at AUTO1 Group
Leipzig, Saxony, Germany - Full Time
Skills Needed
Sales Skills, Communication Skills, Customer Orientation, Negotiation Skills, Team Coordination, Technical Knowledge
Specialization
Strong sales and communication skills are essential, ideally gained through experience in direct customer contact or retail. A customer-oriented attitude and enthusiasm for personal interaction are important, while technical knowledge is not mandatory as training will be provided.
Key Account Manager - Edeka (m/w/d) at yfood Labs GmbH
, , Germany - Full Time
Skills Needed
Key Account Management, Strategic Planning, Analytical Skills, Communication Skills, Teamwork, Problem Solving, Market Analysis, Sales Strategy, Customer Relationship Management, Project Management, Negotiation Skills, Conflict Resolution, Business Development, Financial Acumen, Decision Making, Networking
Specialization
Candidates should have a completed degree in business administration or a comparable qualification, along with at least 3 years of experience in key account management. Strong analytical skills, communication abilities, and a proactive approach are essential.
Experience Required
Minimum 2 year(s)
Sachbearbeiter Insolvenztabelle (m/w/d) at Talentlify
Stuttgart, Baden-Württemberg, Germany - Full Time
Skills Needed
Insolvency Table Management, Correspondence Handling, Deadline Management, Claims Processing, Office Applications, German Language Skills, Client Interaction, Teamwork
Specialization
Candidates should have a completed commercial training, ideally with experience in insolvency tables. Proficiency in Winsolvenz and Lexolution, along with good IT skills and strong German language abilities, are preferred.
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