About the Job

The Singapore University of Technology and Design (SUTD) is seeking a highly motivated and skilled Research Assistant to support a research project focused on leveraging multimodal Large Language Models (LLMs) to enhance user intention understanding and decision-making process, particularly in the area of recommender systems. The successful candidate will work closely with faculty and researchers to design, implement, and evaluate novel methods that integrate LLMs for more intelligent user understanding and decision-making systems. This position offers a unique opportunity to contribute to cutting-edge AI research with real-world impact.

What You'll Do

• Conduct research on applying LLMs to improve the user intent understanding and decision-making process.
• Develop and implement experimental prototypes and evaluate model performance.
• Conduct literature reviews and contribute to the writing of research papers and reports.
• Collaborate with team members and participate in regular research discussions.

Who We're Looking For

• A Bachelor’s degree in Computer Science, Artificial Intelligence, Data Science, or a related field.
• Proven research experience, particularly in user modeling, personalization and decision-making process and recommender systems.
• Strong programming skills (e.g., Python, PyTorch, TensorFlow).
• Excellent written English communication skills.
• Self-motivated, independent, and passionate about research.
• Familiarity with prompt engineering, fine-tuning LLMs, or knowledge distillation is a plus.
• Experience with publishing in academic conferences or journals is a plus.

• Minimum one year of related working experience is required
• On the job training will be provided
• Must have knowledge of SolidWorks Software
• Able to work independently
• Able to do modifications & reverse engineering based on customer's specifications
• Initiative, positive working culture
• Positive working environment

A structural formwork designer in the construction industry plays a critical role in ensuring the safe and efficient design of temporary structures required for concrete placement. This role requires a strong foundation in structural engineering principles, proficiency in design software (e.g., AutoCAD, Revit, Tekla), and practical knowledge of construction methods and materials. Effective communication and problem-solving skills are also essential to succeed as a structural formwork designer.

1. Design formwork systems (aluminium formwork and system formwork) to support concrete structures (slabs, beams, columns, walls, etc.) during construction.
2. Ensure designs adhere to engineering principles, building codes, and safety regulations.
3. Select appropriate materials (e.g., plywood, aluminium, steel) based on project specifications.
4. Perform structural analysis to determine load capacities, deflection limits, and stability of formwork systems.
5. Ensure designs can withstand live loads, dead loads, and environmental factors (wind, vibration, etc.).
6. Work closely with project managers, site engineers, and construction teams to align formwork designs with construction schedules and site conditions.
7. Coordinate with architects and structural engineers to integrate formwork designs with overall project plans.
8. Ensure formwork designs meet safety standards and regulatory compliance.
9. Conduct risk assessments to identify potential hazards associated with formwork installation and removal.
10. Optimize the use of formwork materials to minimize costs and waste.
11. Explore reusable or modular formwork systems to enhance sustainability and efficiency.
12. Prepare detailed formwork drawings, specifications, and assembly instructions.
13. Provide technical support to site teams during formwork assembly, installation, and dismantling.
14. Research and implement new technologies and materials to improve formwork efficiency and durability.

Qualifications

• A diploma or degree in Civil or Structural Engineering, Architecture, or a related field.
• Knowledge of engineering principles related to load-bearing structures and construction methods.
• At least 5 Years of working experience in the related field.
• Required Skill(s): AutoCAD.

A structural formwork designer in the construction industry plays a critical role in ensuring the safe and efficient design of temporary structures required for concrete placement. This role requires a strong foundation in structural engineering principles, proficiency in design software (e.g., AutoCAD, Revit, Tekla), and practical knowledge of construction methods and materials. Effective communication and problem-solving skills are also essential to succeed as a structural formwork designer.

1. Design formwork systems (aluminium formwork and system formwork) to support concrete structures (slabs, beams, columns, walls, etc.) during construction.
2. Ensure designs adhere to engineering principles, building codes, and safety regulations.
3. Select appropriate materials (e.g., plywood, aluminium, steel) based on project specifications.
4. Perform structural analysis to determine load capacities, deflection limits, and stability of formwork systems.
5. Ensure designs can withstand live loads, dead loads, and environmental factors (wind, vibration, etc.).
6. Work closely with project managers, site engineers, and construction teams to align formwork designs with construction schedules and site conditions.
7. Coordinate with architects and structural engineers to integrate formwork designs with overall project plans.
8. Ensure formwork designs meet safety standards and regulatory compliance.
9. Conduct risk assessments to identify potential hazards associated with formwork installation and removal.
10. Optimize the use of formwork materials to minimize costs and waste.
11. Explore reusable or modular formwork systems to enhance sustainability and efficiency.
12. Prepare detailed formwork drawings, specifications, and assembly instructions.
13. Provide technical support to site teams during formwork assembly, installation, and dismantling.
14. Research and implement new technologies and materials to improve formwork efficiency and durability.

Qualifications

• A diploma or degree in Civil or Structural Engineering, Architecture, or a related field.
• Knowledge of engineering principles related to load-bearing structures and construction methods.
• At least 5 Years of working experience in the related field.
• Required Skill(s): AutoCAD.

A structural formwork designer in the construction industry plays a critical role in ensuring the safe and efficient design of temporary structures required for concrete placement. This role requires a strong foundation in structural engineering principles, proficiency in design software (e.g., AutoCAD, Revit, Tekla), and practical knowledge of construction methods and materials. Effective communication and problem-solving skills are also essential to succeed as a structural formwork designer.

1. Design formwork systems (aluminium formwork and system formwork) to support concrete structures (slabs, beams, columns, walls, etc.) during construction.
2. Ensure designs adhere to engineering principles, building codes, and safety regulations.
3. Select appropriate materials (e.g., plywood, aluminium, steel) based on project specifications.
4. Perform structural analysis to determine load capacities, deflection limits, and stability of formwork systems.
5. Ensure designs can withstand live loads, dead loads, and environmental factors (wind, vibration, etc.).
6. Work closely with project managers, site engineers, and construction teams to align formwork designs with construction schedules and site conditions.
7. Coordinate with architects and structural engineers to integrate formwork designs with overall project plans.
8. Ensure formwork designs meet safety standards and regulatory compliance.
9. Conduct risk assessments to identify potential hazards associated with formwork installation and removal.
10. Optimize the use of formwork materials to minimize costs and waste.
11. Explore reusable or modular formwork systems to enhance sustainability and efficiency.
12. Prepare detailed formwork drawings, specifications, and assembly instructions.
13. Provide technical support to site teams during formwork assembly, installation, and dismantling.
14. Research and implement new technologies and materials to improve formwork efficiency and durability.

Qualifications

• A diploma or degree in Civil or Structural Engineering, Architecture, or a related field.
• Knowledge of engineering principles related to load-bearing structures and construction methods.
• At least 5 Years of working experience in the related field.
• Required Skill(s): AutoCAD.

Job Responsibilities:

Hyperscale Server Design Engineer is responsible for designing, validating, and optimizing high-performance server hardware, racks, and infrastructure systems to support massive-scale cloud computing environments. Responsibilities include:

• Conduct server feasibility studies, define and maintain hardware architectures and solutions, and create execution plan.

• Design schematic, create BOM, support prototype/engineering build.

• Guide and work with PCB engineers on layout and placement.

• Design, deploy, and operate large-scale GPU-based compute environments, including optimizing network topologies like InfiniBand and Ethernet.

• Lead server validation and bringing up complex systems, including lab validation, SI/PI (Signal Integrity/Power Integrity) analysis, and debugging.

• Partner with software, datacenter engineering, mechanical and thermal, and vendor teams to ensure seamless hardware/software integration. Drive root cause analysis and corrective actions.

• Apply advanced knowledge of server energy efficiency and power redundancy to optimize for performance and cost.

• Work with manufacturing teams to resolve issues and to support NPI and production builds.

• Provide technical expertise and consultation to peers.

• Maintain consistent high quality of engineering design work to develop robust, high performance and cost effective designs and products.
  

Job Requirements:

• Degree/Master in Electrical/Electronic/Computer Engineering or equivalent

• Minimum of 5-10 years of experience in computer architecture, server design or hardware validation.

• Strong design experience and knowledge in any of the following:

  • Knowledge of GPU/CPU architectures, high-speed interfaces (QSFP-DD/OSFP) and memory interfaces such as DDRx DRAM, NAND/NOR/SPI Flash.

  • High speed interfaces including PCIe, NVLink, GbE, SAS, USB.

  • BMC implementations.

  • High DC voltage power designs and distribution, and thermal management.

  • High-speed Ethernet networking.

  • Experience with liquid cooling is an advantage.

• Understanding integration of software and hardware.

• NPI project execution experience and familiarity with Product Development Life Cycle will be desirable.

• Experience using CAD tools (e.g. Cadence Allegro, Mentor PAD).

• Experience with SI/PI simulation (e.g. ANSYS HFSS/SIWave) and lab equipment like high-speed oscilloscopes and VNAs are added advantage.

• Familiar with ISO9001.

• Troubleshooting skills in high-speed signaling, thermal or power delivery.

• Self motivated and willing to learn new technology and skills who works well under pressure.

• Excellent oral and written communication skills.

We are seeking an experienced Senior Data Architect / Lead Data Engineer to lead enterprise data transformation initiatives, modern data platform development, and cloud-based analytics solutions. The ideal candidate will possess deep expertise in Data Architecture, Data Warehousing, Cloud Data Platforms, ETL/ELT development, Data Governance, and Analytics Enablement.

The candidate will work closely with business stakeholders, data analysts, architects, and engineering teams to design scalable and secure data ecosystems that support reporting, advanced analytics, AI/ML, and regulatory requirements.

Key Responsibilities:

• Design and implement enterprise-scale Data Warehouse and Data Lake solutions.

• Architect modern cloud-based data platforms using Snowflake, Azure Synapse, Databricks, and Delta Lake.

• Develop scalable ETL/ELT pipelines using Talend, Informatica, Azure Data Factory, and Python.

• Establish Medallion Architecture (Bronze, Silver, Gold) and curated semantic layers.

• Lead data modeling activities including conceptual, logical, and physical data models.

• Define and implement Data Governance, Metadata Management, Lineage, and Data Quality frameworks.

• Collaborate with business stakeholders to gather requirements and translate them into technical solutions.

• Design data solutions supporting Business Intelligence, Advanced Analytics, and AI/ML initiatives.

• Ensure compliance with regulatory and security requirements.

• Conduct architecture reviews, performance tuning, and technical mentoring for engineering teams.

• Support cloud migration and enterprise data modernization programs.

Location: Kaki Bukit
Salary: $4,000 – $5,000
Working Hours: Monday to Friday, 8:00 AM – 5:30 PM
Industry: Semiconductor

Key Responsibilities:

• Design and develop precision tooling, jigs, fixtures, and mechanical components
• Prepare detailed 2D and 3D drawings using AutoCAD and SolidWorks
• Work closely with production and engineering teams to ensure design feasibility and manufacturability
• Modify and improve existing designs based on project requirements
• Ensure all designs meet technical specifications and industry standards
• Support prototyping, testing, and troubleshooting activities

Requirements:

• Diploma or Degree in Mechanical Engineering or related field
• Proven experience in precision engineering and/or semiconductor industry
• Proficient in AutoCAD/ SolidWorks
• Strong understanding of tooling design and mechanical components

To apply, please click on “Apply Now” or email your latest resume to dorothy@recruitlync.com / WhatsApp 85017683.

Ooi Shi Hui Dorothy (R1762852)
Recruit Lync Pte Ltd (22C1000)

GRAPHIC DESIGNER

Job Summary

Seeking a Messaging & Collaboration Cloud Architect to design and govern enterprise messaging platforms across Microsoft Exchange, Exchange Online, Microsoft 365, and Azure environments. Responsible for driving messaging modernization, cloud migration, security, compliance, and operational governance initiatives.

Mandatory Skill-set

• 8+ years of experience in Microsoft Messaging and Collaboration technologies;
• Hands-on experience with Microsoft Exchange Server and Exchange Online;
• Strong experience in Microsoft 365 Administration and Hybrid Exchange Deployments;
• Expertise in Entra ID (Azure AD), Active Directory, and identity integration;
• Experience with Azure Networking and hybrid cloud messaging solutions;
• Strong knowledge of mail flow, transport services, and messaging migrations;
• Hands-on experience with PowerShell automation and scripting;
• Knowledge of messaging security, compliance, and governance frameworks.

Desired Skill-set

• Experience supporting large-scale enterprise messaging environments;
• Knowledge of Microsoft Teams, SharePoint Online, and OneDrive integration;
• Relevant Microsoft and ITIL certifications.

Responsibilities

• Define messaging architecture standards, strategy, and roadmaps;
• Design and govern Exchange Server, Exchange Online, and Hybrid Exchange environments;
• Architect Microsoft 365 and Azure-integrated messaging solutions;
• Ensure messaging security, compliance, and governance requirements are met;
• Lead messaging migration and modernization initiatives;
• Establish operational standards, monitoring, and service management processes;
• Drive automation using PowerShell and AI-enabled operational tools;
• Provide technical leadership and collaborate with key technology teams. 

Should you be interested in this career opportunity, please send in your updated resume to apply@sciente.com at the earliest.

When you apply, you voluntarily consent to the disclosure, collection and use of your personal data for employment/recruitment and related purposes in accordance with the SCIENTE Group Privacy Policy, a copy of which is published at SCIENTE’s website

(https://www.sciente.com/privacy-policy).

Confidentiality is assured, and only shortlisted candidates will be notified for interviews.

EA Licence No. 07C5639

About the Role

We are seeking a meticulous and proactive Payroll Associate / Senior Associate to manage manpower expenditure (EOM) related to research grants and support payroll operations. This role is ideal for individuals who enjoy working with numbers, systems, and cross-functional teams.

What You Will Do

Researcher Grants Management

Serve as the primary point of contact for all manpower expenditure (EOM)–related grant activities, liaising with both external stakeholders (grantors and appointed auditors) and internal stakeholders (Finance, Office of Research, and Principal Investigators).

• Ensure timely and accurate submission and auditing.
• Reconcile EOM postings and resolve outstanding charges.
• Provide support for EOM simulations, grant switches and other grant related matters.
• Respond to and resolve EOM-related queries from stakeholders.
• Maintain and update payroll SOPs related to research grants.

Payroll Operations

Work closely with the payroll team to support operational activities, including but are not limited to:

• Assisting with payroll operations such as processing and related payroll entries.

• Preparing monthly manual journal postings and ad-hoc adjustments due to late instructions or unforeseen circumstances.

• Managing and processing employee benefits claims in a timely and accurate manner.

• Supporting payroll system improvements, including participating in system testing (UAT) and enhancement initiatives.

Who We Are Looking For

• Degree or equivalent experience in Human Resource, Accounting, Information Systems, Business, or related fields.

• Preferably at least 3 years of payroll experience in Singapore. Fresh graduates with a keen interest in payroll are welcome to apply.

• Strong proficiency in Microsoft Excel.

• Knowledge of accounting principles and experience with manual journal entries is an advantage.

• Highly organized, detail-oriented, and able to work independently.

• The successful candidate will be emplaced at an appropriate appointment grade based on qualifications & experiences

SPACElogicis a young & dynamic organisation that specialises in interiors, permanentexhibits & displays, signage & environmental graphics and event &exhibition projects. Our key clients include Maybank, DBS, UOB, RestaurantBrands International (parent brand of Burger King, Popeyes), Total Energies,Mandai Bird Paradise, etc.

Weare looking for a committed, highly motivated & creative professional tojoin us for the following position.

Senior Designer (Commercial Interior)

Responsibilities:

• Lead the creative process to develop creative and innovative design concepts that align with the client’s requirements and project goals.
• Understand the customer’s needs and the needs of the people using the space to develop design concepts in consultation with HQ.
• Create “mood boards” to sample design vision.
• Produce design concepts, layout plans and 3D renderings for tenders as allocated by Team Lead/CD in HQ.
• Present design concepts through digital presentations to the working team (HQ), and selected clients.
• Develop awarded designs to final client approval/sign-off.
• Choose the most appropriate materials for the design and budget.
• Oversee the preparation of detailed design drawings, specifications and documentation that are required for construction and installation.
• Coordinate, as needed, with other project teams such as QS and PM to align on budget and project objectives.
• Manage several design projects simultaneously.
• To support other offices, as needed, with design services.
• Keep up with trends and innovations by staying updated on the latest design trends, materials, technologies.
• To eventually manage a team of designers locally as the team expands.
• Conduct site visits and researches ideas and materials.
• Inspect design after completion to determine whether objectives have been met.

Requirements:

• Degree or equivalent with significant experience in managing a range of design disciplines and design projects of varying scales.
• Skilled communicator who is able to communicate information effectively to a variety of individuals.
• At least 7 years of relevant experience with minimum of 3 years in a senior position.
• Knowledge of productions.
• Knowledge of 3D MAX, Auto-cad or similar programs.
• Independent, positive attitude & a strong sense of responsibility.

Overview

We are seeking a highly motivated and experienced Project Executive with a minimum of 5 years of relevant experience in the Design & Build industry. The ideal candidate must possess strong project coordination capabilities, sound technical knowledge, and practical site experience to manage projects from concept design through construction completion.

The Project Executive will play a key role in coordinating consultants, contractors, suppliers, and clients to ensure projects are delivered on time, within budget, and in compliance with regulatory and quality standards.

Key Responsibilities

Project Management & Coordination

• Manage assigned Design & Build projects from inception to completion.
• Coordinate project schedules, milestones, deliverables, and resource planning.
• Liaise with clients, consultants, authorities, contractors, and internal teams.
• Monitor project progress and provide regular updates to management.
• Ensure project objectives are achieved within agreed timelines and budgets.
• Attend client meetings, site meetings, and technical coordination meetings.

Design & Technical Coordination

• Review design drawings, specifications, and construction details.
• Coordinate architectural, interior design, M&E, structural, and specialist works.
• Identify design clashes and propose practical solutions.
• Ensure construction drawings are coordinated and buildable before site implementation.
• Assist in value engineering and cost optimization exercises.

Site Management

• Conduct regular site inspections and monitor work progress.
• Ensure workmanship complies with approved drawings and specifications.
• Coordinate site activities and resolve technical issues promptly.
• Monitor contractors’ performance, productivity, and safety compliance.
• Ensure project documentation, reports, and site records are properly maintained.

Regulatory & Compliance

• Coordinate submissions and approvals with relevant authorities.
• Ensure compliance with local building regulations, codes, and statutory requirements.
• Work closely with Qualified Persons (QP), Professional Engineers (PE), and consultants where required.
• Ensure project compliance with Workplace Safety & Health (WSH) regulations.

Procurement & Cost Control

• Assist in sourcing and evaluating subcontractors and suppliers.
• Review quotations and support procurement activities.
• Monitor project costs and variations.
• Track material deliveries and project expenditures.
• Assist in project budgeting and cost reporting.

Quality Assurance

• Ensure quality standards are maintained throughout project execution.
• Conduct inspections and monitor rectification works.
• Coordinate testing, commissioning, and project handover activities.
• Manage defects liability period (DLP) matters when required.

Requirements

Experience

• Minimum 5 years of relevant experience in Design & Build, Interior Fit-Out, Construction, or Project Management.
• Proven experience managing commercial, F&B, retail, hospitality, industrial, or mixed-use projects.
• Strong understanding of project delivery from design development through construction and handover.

Technical Knowledge

Candidate should possess practical knowledge in:

• Architectural and interior fit-out works.
• Mechanical & Electrical (M&E) coordination.
• Authority submission processes.
• Construction methodologies and sequencing.
• Building regulations and compliance requirements.
• Material specifications and construction detailing.
• Site management and contractor coordination.
• Cost control and project budgeting.

Skills & Competencies

• Strong leadership and coordination skills.
• Excellent communication and stakeholder management abilities.
• Ability to interpret technical drawings and specifications.
• Strong problem-solving and decision-making capabilities.
• Proficient in Microsoft Office, Project Management software, and AutoCAD.
• Ability to work independently in a fast-paced environment.
• Strong organizational and multitasking skills.

Preferred Qualifications

• Diploma or Degree in Building, Construction Management, Architecture, Interior Design, Engineering, or related discipline.
• Possession of relevant safety certifications is an advantage.
• Familiarity with Singapore authority requirements and construction practices.

Key Performance Indicators (KPIs)

• On-time project completion.
• Budget adherence and cost control.
• Client satisfaction and relationship management.
• Quality and workmanship standards.
• Compliance with safety and regulatory requirements.
• Effective coordination among stakeholders.
• Successful project handover with minimal defects.

Why Join Us

• Opportunity to manage diverse and high-profile Design & Build projects.
• Career progression within a growing organization.
• Exposure to project management, design coordination, and construction leadership.
• Collaborative and dynamic working environment.

Our client is a leading global technology company with a strong presence in digital platforms, innovation, and large-scale software systems. They are currently seeking a Creative Director with a strong copywriting foundation to lead the development of integrated marketing campaigns across digital, social, video, and brand platforms.

This is a contract role ending on 31 Dec 2026.

Responsibilities

• Lead the concept development and execution of integrated marketing campaigns across multiple channels, including digital, social, video, and experiential platforms.
• Develop strategic creative concepts informed by audience insights, market trends, and performance data.
• Collaborate with internal stakeholders and external agencies to deliver high-quality, globally scalable campaigns.
• Provide creative direction and oversight throughout the campaign lifecycle, ensuring consistency and excellence across all touchpoints.
• Partner with marketing, analytics, and media teams to optimize creative performance through testing, measurement, and continuous improvement.
• Translate business objectives into compelling creative strategies that resonate with diverse global audiences.
• Champion innovation, emerging technologies, and new creative formats to enhance brand engagement and effectiveness.

Requirements

• 10+ years of experience in Creative Direction within an agency or in-house environment.
• Proven background as a Copywriter prior to progressing into Creative Director roles.
• Strong portfolio showcasing integrated campaigns across digital, social, video, brand, and performance marketing channels.
• Excellent proficiency in English is required to manage global campaigns. Additionally, as this role involves direct and frequent collaboration with regional teams in India, working knowledge of business-level Hindi is highly preferred to effectively liaise with these stakeholders.
• Bachelor's degree or equivalent experience.
• Strong Art Director foundation with demonstrated expertise in digital and social-first creative.
• Proven experience leading integrated consumer marketing campaigns across multiple media channels.
• Experience managing agency relationships and collaborating with cross-functional teams.
• Strong understanding of performance marketing, creative testing, and data-driven optimization.
• Excellent presentation, storytelling, and communication skills.
• Experience working across international markets and localized campaigns.

Good to have

• Experience working with emerging technologies such as AI, AR/VR, gaming, immersive experiences, or other next-generation digital platforms.

We are seeking a Security Architect with a strong development and solution architecture background to lead our architecture consulting team and design security solutions that enable business outcomes while maintaining robust security postures. This role reports to CISO.

Key Responsibilities:

Architecture Security Reviews and Threat Modelling 

·       Lead a team of security architecture consultants, providing threat-driven architecture security reviews and threat modelling

·       Drive development of AI enabled security reviews, threat modelling and security enhancements of CI/CD pipeline

Build Security In / Shift Left 

·       Drive strategic security architecture decisions across business units and technology domains

·       Develop secure reference architectures and design patterns for modern application stacks and BSI

·       Build security-by-design with development workflows

·       Enhance CI/CD security tooling and automation and drive adoption and metrics reporting 

·       Reignite Security Champions initiative to improve shift left approach

Enterprise and Identity security architecture 

·       Design identity governance solutions for hybrid and multi-cloud environments

·       Assess and implement advanced IAM patterns including fine-grained authorization, privilege escalation controls, and just-in-time access

·       Develop identity integration strategies for AI systems and automated decisioning

·       Engage with platform and DevOps engineering teams to build secure infrastructure and technology foundations

·       Propose initiatives to address security gaps or enhance the overall security posture

·       Build positive flywheel effect among stakeholders to enable security adoption and cultural transformation

Gen AI Security

·       Design and integrate security frameworks for Gen AI deployment, monitoring, and governance within AI risk framework

·       Maintain security blueprints for(Gen) AI deployments, including MCP and AI guardrails

·       Lead agentic AI security initiative with focus on authentication and authorization of AI agents

Requirements:

·       Bachelor’s degree in computer science, engineering, or related fields

·       Strong software engineering background with more than 5years of experience as a software engineer / developer.

·       3+ years of team or lateral leadership experience in technology architecture or security consulting teams

·       Proven leadership of security architecture/threat modelling.

·       Track record leading complex, multi-stakeholder security initiatives.

·       Ability to ship secure reference architectures and drive developer adoption at scale.

·       Experience with AI/ML security challenges and solutions including Large Language Model (LLM), Model Context Protocols (MCP), Agentic AI and AI governance frameworks

·       Comprehensive knowledge of application security principles(OWASP, SANS, etc.)

·       Experience with modern security tooling: SAST, DAST, SCA, container scanning, secrets management

·       Relevant certifications (eg. SANS, AWS, Azure)