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Jobs in Portugal

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Automation & AI Specialist (f/m/div.) at Bosch Group
Braga, , Portugal - Full Time
Skills Needed
Microsoft Power Platform, Ai Solutions, It Infrastructure, Automation, Training, Networking, Security, Windows Server, Virtualization, Continuous Learning, Communication, Collaboration, Curiosity, Proactivity, Innovation
Specialization
Candidates should have a degree in Computer Science or a related field and experience with Microsoft Power Platform and AI tools. A good understanding of IT infrastructure and strong communication skills are also required.
Experience Required
Minimum 2 year(s)
Freelance Full-Stack Web App Developer at Mindrift
, , Portugal - Full Time
Skills Needed
Javascript, Typescript, Python, Node.Js, React, Next.Js, Vue, Fastapi, Flask, Postgresql, Sql, Nosql, Rest Apis, Llm Integration, Git, State Management
Specialization
Requires at least 3 years of full-stack experience and a portfolio of shipped web applications. Proficiency in JavaScript/TypeScript, a modern frontend framework, and backend technologies like Python or Node.js is essential.
Experience Required
Minimum 2 year(s)
Embedded Software Engineer - Ebike Systems (f/m/div.) at Bosch Group
Ovar, , Portugal - Full Time
Skills Needed
Embedded C, Python, Cmake, Arm Gnu Tools, Linux, Ci/Cd, Jenkins, Git, Github, Hardware Schematics, Debugging Tools, Gui Development, Cli Development, Build Systems, Artifact Management, Software Tooling
Specialization
Requires a degree in Computer, Electrical, or Software Engineering with professional experience in embedded C and Python. Candidates must be proficient with Linux environments, ARM tools, and CI/CD pipelines.
Experience Required
Minimum 2 year(s)
Engineering Manager (m/f/d) Machine Learning at SIXT
Lisbon, , Portugal - Full Time
Skills Needed
Machine Learning Engineering, Mlops, Aws, Team Leadership, Technical Strategy, System Architecture, Production Ml Deployment, Stakeholder Management, Mentoring, Cloud Computing
Specialization
Requires 3+ years of experience managing ML or software engineering teams and a proven track record of leading complex ML initiatives to production. Must possess deep expertise in ML frameworks, AWS cloud services, and the ability to communicate effectively with both technical and business stakeholders.
Experience Required
Minimum 5 year(s)
Team Lead, Engineering | Customer Sandbox at Jobgether
, , Portugal - Full Time
Skills Needed
Engineering Leadership, Node.Js, Javascript, Sql, System Design, Api Development, Distributed Systems, Full Stack Development, Agile Methodologies, Mentorship, Architectural Planning, Incident Management
Specialization
Requires strong experience in software engineering leadership with advanced knowledge of Node.js, JavaScript, and SQL. Candidates must be proficient in scalable system design, API integration, and fostering high-performing team cultures.
Experience Required
Minimum 5 year(s)
Junior Banking Operations (Porto) at Inetum
Porto, , Portugal - Full Time
Skills Needed
Banking Operations, Microsoft Excel, Microsoft Office, Analytical Mindset, Communication Skills, English Fluency
Specialization
Candidates must have a Bachelor's or Master's degree in Economics, Finance, Management, or a similar field. Requirements include 0 to 3 years of experience, proficiency in Excel, and fluent English skills.
Production Manager (M/F/D) at BorgWarner
Viana do Castelo, , Portugal - Full Time
Skills Needed
Production Management, Lean Manufacturing, Quality Tools, Team Leadership, Fmea, Spc, Time And Motion Analysis, Financial Analysis, Cost Analysis, Problem Solving, English Fluency, Portuguese Fluency, 5s, Health And Safety Management, Resource Planning, Performance Management
Specialization
Requires a degree in Engineering or a related technical field with a preference for at least 3 years of production management experience in the automotive industry. Must be fluent in both English and Portuguese and proficient in Lean methods and quality tools.
Experience Required
Minimum 2 year(s)
Cybersecurity Project Manager (French Speaker) at Inetum
Porto, , Portugal - Full Time
Skills Needed
Cybersecurity Project Management, Stakeholder Management, Risk Management, Iam, Network Security, Project Planning, Cross Functional Collaboration, Analytical Skills, Problem Solving, English Proficiency, French Proficiency
Specialization
Requires a Bachelor's degree with over 5 years of cybersecurity experience and 3+ years in project management. Advanced proficiency in both English and French is mandatory.
Experience Required
Minimum 5 year(s)
Nearshore Sector | Functional Analyst / Business Analyst (AEM) at Devoteam
Lisbon, , Portugal - Full Time
Skills Needed
Adobe Experience Manager, Business Analysis, Functional Analysis, Content Strategy, Stakeholder Management, Agile, Scrum, User Acceptance Testing, Change Management, Digital Transformation, Cms Authoring, Requirements Translation
Specialization
Candidates need deep expertise in digital content, authoring workflows, and strong knowledge of Adobe Experience Manager (AEM). Proficiency in Agile/Scrum methodologies and excellent English communication skills are essential for this global role.
Experience Required
Minimum 2 year(s)
Eletromecânico - Aveiro at Saur Europe
Aveiro, , Portugal - Full Time
Skills Needed
Preventive Maintenance, Corrective Maintenance, Electromechanics, Mechanical Maintenance, Pneumatics, Hydraulics, Electrical Maintenance, Equipment Tuning, Troubleshooting
Specialization
Requires a high school diploma, a valid driver's license, and professional experience in maintenance for water treatment plants (ETA/ETAR). Candidates must be dynamic, responsible, and reside in the Aveiro area.
Experience Required
Minimum 2 year(s)
Courier at Job&Talent powered by Multitempo
Leiria, , Portugal - Full Time
Skills Needed
Route Planning, Customer Service, Driving, Pda Usage, Logistics, Time Management, English Language
Specialization
Requires a high school diploma, a Category B driver's license held for at least 2 years, and basic to intermediate English. Previous experience as a courier and knowledge of the Leiria geographic area are required.
Experience Required
Minimum 2 year(s)
Eletromecânico - Maia at Saur Europe
Moreira, , Portugal - Full Time
Skills Needed
Preventive Maintenance, Corrective Maintenance, Electromechanics, Mechanical Maintenance, Electrical Maintenance, Pneumatics, Hydraulics, Water Treatment Plant Maintenance
Specialization
Requires completion of 12th grade and professional experience in maintenance for water and wastewater treatment plants. Candidates must have expertise in electricity and mechanics and reside in the Greater Porto area.
Experience Required
Minimum 2 year(s)
Vendedor de loja às 20h Lisboa at Sabor a España
Lisbon, , Portugal - Full Time
Skills Needed
Sales, Customer Service, Public Speaking, Product Manufacturing, Interpersonal Communication, Adaptability
Specialization
Candidates should enjoy selling, be comfortable speaking with the public, and possess high energy and a positive attitude. Availability for rotating shifts, weekends, and peak seasons is required, though no prior experience is necessary.
Experienced Freelance Recruiter - Work Remote Worldwide at Mercier Consultancy Group
, , Portugal - Full Time
Skills Needed
Sourcing, Interviewing, Candidate Engagement, Relationship Management, Offer Management, Time Management, Communication, Interpersonal Skills, Recruitment Tools, Social Media Sourcing
Specialization
Proven experience as a recruiter or talent acquisition specialist, preferably in a remote or freelance capacity. Must be fluent in English and proficient in using recruitment tools and social media for talent sourcing.
Experience Required
Minimum 2 year(s)
Change Implementation Coordinator - Professional Internship (M/F/D) at BorgWarner
Viana do Castelo, , Portugal - Full Time
Skills Needed
Change Management, Industrial Engineering, Process Monitoring, Impact Assessment, English Proficiency, Portuguese Proficiency, Teamwork, Adaptability, Computer Literacy, Communication
Specialization
Requires technical or higher education in Industrial, Mechanical, or Electrical Engineering with an interest in the automotive industry. Candidates must be fluent in Portuguese, proficient in English, and possess strong teamwork and communication skills.
Procurement Specialist at Group Compass Ltee
Vila Franca de Xira, , Portugal - Full Time
Skills Needed
Procurement, Supplier Development, Negotiation, Rfq Management, Supply Chain Management, Technical Analysis, Purchase Order Management, Strategic Sourcing, English Fluency, Financial Analysis, Supplier Auditing, Inventory Planning
Specialization
Requires a bachelor's degree in Management, Engineering, Logistics, or a related field with experience in supplier qualification and technical analysis of proposals. Must be fluent in English and available for national and international travel.
Experience Required
Minimum 2 year(s)
Finnish Speaking Support Specialist - Work In Sofia - Paid Relocation at Mercier Consultancy Group
Lisbon, , Portugal - Full Time
Skills Needed
Finnish Fluency, English Proficiency, Customer Support, Communication Skills, Interpersonal Skills, Crm Tools, Customer Service Software, Problem Solving
Specialization
Mandatory fluency in Finnish with English proficiency being a plus. Experience in customer support and a willingness to relocate to Sofia, Bulgaria are required.
German-Speaking Customer Expert for Booking.com - Work In Greece at Mercier Consultancy Group
Lisbon, , Portugal - Full Time
Skills Needed
German Fluency, Customer Service, Problem Solving, Crm Software, Digital Communication Tools, English Proficiency, Organizational Skills, Communication Skills
Specialization
Fluency in German is required, with English proficiency being an advantage. Prior experience in customer service, particularly within the travel or online booking industry, is beneficial.
TÉCNICO DE MANUTENÇÃO at Job&Talent powered by Multitempo
Viseu, , Portugal - Full Time
Skills Needed
Preventive Maintenance, Corrective Maintenance, Industrial Equipment Diagnosis, Electrical Schematic Reading, Mechanical Schematic Reading, Equipment Installation, Technical Reporting, Computer Literacy
Specialization
Requires a high school diploma in Industrial Maintenance, Mechatronics, or Electronics with at least 2 years of similar experience. Must have a driver's license, own transport, and availability for rotating shifts including weekends.
Experience Required
Minimum 2 year(s)
Order Management Coordinator at Nokia
Lisbon, , Portugal - Full Time
Skills Needed
Order Entry, Order Tracking, Fulfillment, Invoicing, Microsoft Excel, Macro, Power Bi, Sap, Erp Systems, Supply Chain Management, Logistics Workflows, Order Validation
Specialization
Candidates should hold a BSc or MSc degree in Management, Supply Chain, Logistics, or a related field. Proficiency in Microsoft tools (Excel, Macro, Power BI) is required, while experience with ERP systems like SAP is preferred.
Automation & AI Specialist (f/m/div.) at Bosch Group
Braga, , Portugal -
Full Time

Start Date

Immediate

Expiry Date

25 Aug, 26

Salary

0.0

Posted On

28 May, 26

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Microsoft Power Platform, AI Solutions, IT Infrastructure, Automation, Training, Networking, Security, Windows Server, Virtualization, Continuous Learning, Communication, Collaboration, Curiosity, Proactivity, Innovation

Industry

Software Development

Description
Company Description The Bosch Group has more than 400 000 employees around the world, present in 60 countries, and we are proud to impact people’s lives and to work towards a more sustainable future. Bosch Car Multimedia, S.A. belongs to the Automotive Electronics division and is focused on making the vehicles our third living space. About 3.600 associates are committed to develop and produce high quality technology that shape change in mobility worldwide. The company' success lies in its highly specialized and innovative team, and on the technological know-how which makes Bosch the leading supplier in the automotive market. At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference in mindsets, cultures, generations, identities and perspectives. Everyone should bring their authenticity and work together respectfully. Bosch is an employer that values diversity and equal opportunities. We welcome applications from people with disabilities and we can provide reasonable accommodations during the recruitment process and in the performance of professional activity. By including everyone and ensuring equal opportunities we unleash our full potential. Job Description As an Automation & AI Specialist, you will play a key role in driving innovation by enabling smarter workflows and empowering teams with cutting-edge AI tools. You will combine expertise in Microsoft Power Platform, AI solutions, and IT infrastructure to help scale automation across the organization while fostering a culture of continuous learning and technological curiosity. Your contribution to something big: Design and implement low-code automation solutions using Microsoft Power Platform (Power Automate, Power Apps, Power BI) to optimize business processes Act as a trusted advisor for AI tools such as Copilot and Gemini, supporting colleagues in their adoption and daily usage Enable others by creating and delivering engaging training sessions on AI and automation technologies Support and collaborate on enterprise IT infrastructure topics, including data center environments and network security Contribute to a secure and scalable infrastructure by working on segmentation, firewall, and access control concepts Stay ahead of technology trends and actively bring innovative ideas into the organization Qualifications What distinguishes you: Education Degree in Computer Science, Information Technology, or a comparable field Experience Experience with Microsoft Power Platform and automation solutions Exposure to AI tools such as Copilot or similar AI assistants Experience delivering training or enabling others in technical topics is a plus Know-how Good understanding of AI concepts and digital automation Knowledge of IT infrastructure, including Windows Server and virtualization environments (e.g., Nutanix) Basic understanding of networking and security concepts (e.g., Cisco ACI, segmentation, firewalls) Languages Fluent in English (written and spoken) Working Style and Methods Structured and solution-oriented approach with a passion for continuous learning Strong communication skills and ability to translate technical topics to diverse audiences Personality Curious, proactive, and collaborative mindset Passionate about technology and empowering others Comfortable challenging ideas and driving innovation Additional Information Work #LikeABosch includes: ⚖️ Flexible work conditions 🔀 Hybrid work system 🌐 Exchange with colleagues around the world 🛡️ Health insurance 🧑‍⚕️ Medical office (psychology and general clinic) & Social Services Office on site 📚 Training opportunities (p.e., technical training, foreign languages training) & certifications 📈 Opportunities for career progression and continuous professional development 💲 Access to great discounts in partnerships and Bosch products 🏋️ Sports and health related activities 🚉 Great access to public transports 🚌 Free transport from Porto 💰 Flexible benefits platform 🅿️ Free parking lot 🍽️ Canteen Success stories don´t just happen. They are made... Make it happen! We are looking forward to your application! Legal Entity: Bosch Car Multimedia Portugal
Responsibilities
As an Automation & AI Specialist, you will design and implement low-code automation solutions and act as a trusted advisor for AI tools. You will also create and deliver training sessions on AI and automation technologies.
Automation & AI Specialist (f/m/div.) at Bosch Group
Braga, , Portugal - Full Time
Skills Needed
Microsoft Power Platform, Ai Solutions, It Infrastructure, Automation, Training, Networking, Security, Windows Server, Virtualization, Continuous Learning, Communication, Collaboration, Curiosity, Proactivity, Innovation
Specialization
Candidates should have a degree in Computer Science or a related field and experience with Microsoft Power Platform and AI tools. A good understanding of IT infrastructure and strong communication skills are also required.
Experience Required
Minimum 2 year(s)
Freelance Full-Stack Web App Developer at Mindrift
, , Portugal - Full Time
Skills Needed
Javascript, Typescript, Python, Node.Js, React, Next.Js, Vue, Fastapi, Flask, Postgresql, Sql, Nosql, Rest Apis, Llm Integration, Git, State Management
Specialization
Requires at least 3 years of full-stack experience and a portfolio of shipped web applications. Proficiency in JavaScript/TypeScript, a modern frontend framework, and backend technologies like Python or Node.js is essential.
Experience Required
Minimum 2 year(s)
Embedded Software Engineer - Ebike Systems (f/m/div.) at Bosch Group
Ovar, , Portugal - Full Time
Skills Needed
Embedded C, Python, Cmake, Arm Gnu Tools, Linux, Ci/Cd, Jenkins, Git, Github, Hardware Schematics, Debugging Tools, Gui Development, Cli Development, Build Systems, Artifact Management, Software Tooling
Specialization
Requires a degree in Computer, Electrical, or Software Engineering with professional experience in embedded C and Python. Candidates must be proficient with Linux environments, ARM tools, and CI/CD pipelines.
Experience Required
Minimum 2 year(s)
Engineering Manager (m/f/d) Machine Learning at SIXT
Lisbon, , Portugal - Full Time
Skills Needed
Machine Learning Engineering, Mlops, Aws, Team Leadership, Technical Strategy, System Architecture, Production Ml Deployment, Stakeholder Management, Mentoring, Cloud Computing
Specialization
Requires 3+ years of experience managing ML or software engineering teams and a proven track record of leading complex ML initiatives to production. Must possess deep expertise in ML frameworks, AWS cloud services, and the ability to communicate effectively with both technical and business stakeholders.
Experience Required
Minimum 5 year(s)
Team Lead, Engineering | Customer Sandbox at Jobgether
, , Portugal - Full Time
Skills Needed
Engineering Leadership, Node.Js, Javascript, Sql, System Design, Api Development, Distributed Systems, Full Stack Development, Agile Methodologies, Mentorship, Architectural Planning, Incident Management
Specialization
Requires strong experience in software engineering leadership with advanced knowledge of Node.js, JavaScript, and SQL. Candidates must be proficient in scalable system design, API integration, and fostering high-performing team cultures.
Experience Required
Minimum 5 year(s)
Junior Banking Operations (Porto) at Inetum
Porto, , Portugal - Full Time
Skills Needed
Banking Operations, Microsoft Excel, Microsoft Office, Analytical Mindset, Communication Skills, English Fluency
Specialization
Candidates must have a Bachelor's or Master's degree in Economics, Finance, Management, or a similar field. Requirements include 0 to 3 years of experience, proficiency in Excel, and fluent English skills.
Production Manager (M/F/D) at BorgWarner
Viana do Castelo, , Portugal - Full Time
Skills Needed
Production Management, Lean Manufacturing, Quality Tools, Team Leadership, Fmea, Spc, Time And Motion Analysis, Financial Analysis, Cost Analysis, Problem Solving, English Fluency, Portuguese Fluency, 5s, Health And Safety Management, Resource Planning, Performance Management
Specialization
Requires a degree in Engineering or a related technical field with a preference for at least 3 years of production management experience in the automotive industry. Must be fluent in both English and Portuguese and proficient in Lean methods and quality tools.
Experience Required
Minimum 2 year(s)
Cybersecurity Project Manager (French Speaker) at Inetum
Porto, , Portugal - Full Time
Skills Needed
Cybersecurity Project Management, Stakeholder Management, Risk Management, Iam, Network Security, Project Planning, Cross Functional Collaboration, Analytical Skills, Problem Solving, English Proficiency, French Proficiency
Specialization
Requires a Bachelor's degree with over 5 years of cybersecurity experience and 3+ years in project management. Advanced proficiency in both English and French is mandatory.
Experience Required
Minimum 5 year(s)
Nearshore Sector | Functional Analyst / Business Analyst (AEM) at Devoteam
Lisbon, , Portugal - Full Time
Skills Needed
Adobe Experience Manager, Business Analysis, Functional Analysis, Content Strategy, Stakeholder Management, Agile, Scrum, User Acceptance Testing, Change Management, Digital Transformation, Cms Authoring, Requirements Translation
Specialization
Candidates need deep expertise in digital content, authoring workflows, and strong knowledge of Adobe Experience Manager (AEM). Proficiency in Agile/Scrum methodologies and excellent English communication skills are essential for this global role.
Experience Required
Minimum 2 year(s)
Eletromecânico - Aveiro at Saur Europe
Aveiro, , Portugal - Full Time
Skills Needed
Preventive Maintenance, Corrective Maintenance, Electromechanics, Mechanical Maintenance, Pneumatics, Hydraulics, Electrical Maintenance, Equipment Tuning, Troubleshooting
Specialization
Requires a high school diploma, a valid driver's license, and professional experience in maintenance for water treatment plants (ETA/ETAR). Candidates must be dynamic, responsible, and reside in the Aveiro area.
Experience Required
Minimum 2 year(s)
Courier at Job&Talent powered by Multitempo
Leiria, , Portugal - Full Time
Skills Needed
Route Planning, Customer Service, Driving, Pda Usage, Logistics, Time Management, English Language
Specialization
Requires a high school diploma, a Category B driver's license held for at least 2 years, and basic to intermediate English. Previous experience as a courier and knowledge of the Leiria geographic area are required.
Experience Required
Minimum 2 year(s)
Eletromecânico - Maia at Saur Europe
Moreira, , Portugal - Full Time
Skills Needed
Preventive Maintenance, Corrective Maintenance, Electromechanics, Mechanical Maintenance, Electrical Maintenance, Pneumatics, Hydraulics, Water Treatment Plant Maintenance
Specialization
Requires completion of 12th grade and professional experience in maintenance for water and wastewater treatment plants. Candidates must have expertise in electricity and mechanics and reside in the Greater Porto area.
Experience Required
Minimum 2 year(s)
Vendedor de loja às 20h Lisboa at Sabor a España
Lisbon, , Portugal - Full Time
Skills Needed
Sales, Customer Service, Public Speaking, Product Manufacturing, Interpersonal Communication, Adaptability
Specialization
Candidates should enjoy selling, be comfortable speaking with the public, and possess high energy and a positive attitude. Availability for rotating shifts, weekends, and peak seasons is required, though no prior experience is necessary.
Experienced Freelance Recruiter - Work Remote Worldwide at Mercier Consultancy Group
, , Portugal - Full Time
Skills Needed
Sourcing, Interviewing, Candidate Engagement, Relationship Management, Offer Management, Time Management, Communication, Interpersonal Skills, Recruitment Tools, Social Media Sourcing
Specialization
Proven experience as a recruiter or talent acquisition specialist, preferably in a remote or freelance capacity. Must be fluent in English and proficient in using recruitment tools and social media for talent sourcing.
Experience Required
Minimum 2 year(s)
Change Implementation Coordinator - Professional Internship (M/F/D) at BorgWarner
Viana do Castelo, , Portugal - Full Time
Skills Needed
Change Management, Industrial Engineering, Process Monitoring, Impact Assessment, English Proficiency, Portuguese Proficiency, Teamwork, Adaptability, Computer Literacy, Communication
Specialization
Requires technical or higher education in Industrial, Mechanical, or Electrical Engineering with an interest in the automotive industry. Candidates must be fluent in Portuguese, proficient in English, and possess strong teamwork and communication skills.
Procurement Specialist at Group Compass Ltee
Vila Franca de Xira, , Portugal - Full Time
Skills Needed
Procurement, Supplier Development, Negotiation, Rfq Management, Supply Chain Management, Technical Analysis, Purchase Order Management, Strategic Sourcing, English Fluency, Financial Analysis, Supplier Auditing, Inventory Planning
Specialization
Requires a bachelor's degree in Management, Engineering, Logistics, or a related field with experience in supplier qualification and technical analysis of proposals. Must be fluent in English and available for national and international travel.
Experience Required
Minimum 2 year(s)
Finnish Speaking Support Specialist - Work In Sofia - Paid Relocation at Mercier Consultancy Group
Lisbon, , Portugal - Full Time
Skills Needed
Finnish Fluency, English Proficiency, Customer Support, Communication Skills, Interpersonal Skills, Crm Tools, Customer Service Software, Problem Solving
Specialization
Mandatory fluency in Finnish with English proficiency being a plus. Experience in customer support and a willingness to relocate to Sofia, Bulgaria are required.
German-Speaking Customer Expert for Booking.com - Work In Greece at Mercier Consultancy Group
Lisbon, , Portugal - Full Time
Skills Needed
German Fluency, Customer Service, Problem Solving, Crm Software, Digital Communication Tools, English Proficiency, Organizational Skills, Communication Skills
Specialization
Fluency in German is required, with English proficiency being an advantage. Prior experience in customer service, particularly within the travel or online booking industry, is beneficial.
TÉCNICO DE MANUTENÇÃO at Job&Talent powered by Multitempo
Viseu, , Portugal - Full Time
Skills Needed
Preventive Maintenance, Corrective Maintenance, Industrial Equipment Diagnosis, Electrical Schematic Reading, Mechanical Schematic Reading, Equipment Installation, Technical Reporting, Computer Literacy
Specialization
Requires a high school diploma in Industrial Maintenance, Mechatronics, or Electronics with at least 2 years of similar experience. Must have a driver's license, own transport, and availability for rotating shifts including weekends.
Experience Required
Minimum 2 year(s)
Order Management Coordinator at Nokia
Lisbon, , Portugal - Full Time
Skills Needed
Order Entry, Order Tracking, Fulfillment, Invoicing, Microsoft Excel, Macro, Power Bi, Sap, Erp Systems, Supply Chain Management, Logistics Workflows, Order Validation
Specialization
Candidates should hold a BSc or MSc degree in Management, Supply Chain, Logistics, or a related field. Proficiency in Microsoft tools (Excel, Macro, Power BI) is required, while experience with ERP systems like SAP is preferred.