Total 2,394 supply chain analyst job vacancies in Hong Kong

Data Analytics

• Spearhead the design and execution of end-to-end data analytics strategies.
• Develop and manage automated data pipelines and ETL workflows.
• Perform data cleaning, preprocessing, and validation to maintain high data accuracy and integrity.
• Utilize advanced statistical and data mining techniques to analyze extensive healthcare datasets.
• Build and maintain interactive dashboards with user-friendly visualizations tailored for non-technical stakeholders.
• Deliver in-depth analytics to support clinical research and quality improvement projects, especially in areas like chronic disease management (e.g., diabetes, kidney disease, asthma).
• Create predictive models and deploy machine learning solutions, including large language models (LLMs).
• Collaborate with clinical teams to integrate Patient-Reported Outcome Measures (PROMs) into existing care processes.
• Work closely with GTO and AIO teams to improve data visibility and accessibility.
• Design and apply LLM-based solutions to streamline and optimize patient care pathways.

Data Quality & Monitoring

• Conduct regular validation to ensure the integrity and consistency of datasets.
• Detect and interpret key trends, patterns, and insights from healthcare data.
• Establish and maintain robust data quality assurance and validation protocols.
• Generate and present clear, data-driven reports and visualizations to stakeholders.
• Ensure all data visualizations are user-centric and accessible to non-technical users.
• Liaise with cross-functional teams to gather and address their specific data requirements.

Data Governance & Protection

• Implement stringent data security policies and access controls.
• Supervise data standardization and quality management initiatives.
• Ensure adherence to data privacy laws such as PDPA and HBRA.
• Develop secure protocols for safe data exchange and collaborative access.
• Promote ethical AI usage and ensure responsible deployment of LLM technologies.

Key Requirements

• Bachelor’s degree in a quantitative field (e.g., Computer Science, Data Analytics, Statistics)
• Minimum of 2 years’ experience in healthcare analytics or a similar field.
• Strong programming skills in Python, R, and SQL.
• Hands-on experience with data visualization platforms such as Tableau, Power BI, or TIBCO Spotfire.
• Proficiency with cloud analytics environments, especially Databricks.
• Solid foundation in statistical methods, including predictive modeling, A/B testing, and time-series analysis.
• Skilled in deploying and fine-tuning AI/ML models, including LLMs, within healthcare contexts.
• Experience working with cloud providers, particularly AWS.
• Familiarity with container technologies like Docker and Kubernetes.
• Experience using modern web frameworks such as Streamlit, NextJS, and TypeScript.
• Proficient in REST API development using frameworks like FastAPI.
• Understanding of database design, with hands-on experience using tools like SQLAlchemy.
• Capable of working with large and complex datasets.
• Proficient in using Git for version control and collaborative coding.
• Strong grasp of CI/CD pipelines and DevSecOps best practices.
• Knowledge of medical terminology and healthcare IT systems.
• Demonstrated ability to manage stakeholders and drive successful project outcomes.
• Excellent analytical thinking and problem-solving capabilities.
• Effective communicator with strong presentation, writing, and interpersonal skills.
• Highly detail-oriented, with a commitment to accurate data handling and analysis.
• Able to convert business challenges into technical data solutions.
• Team-oriented, proactive, and capable of thriving under time constraints.
• Comfortable working both independently and collaboratively in dynamic environments.

To apply, please visit www.gmprecruit.com

We regret that only shortlisted candidates will be notified.

GMP Technologies (S) Pte Ltd | EA License: 11C3793 | EA Personnel: Bautista Gia Grace De Guzman | Registration No: R23111973

Key Responsibilities

• Act as the primary liaison with external network and infrastructure vendors.
• Monitor network and system health, managing incident response and escalation where required.
• Maintain server environments, including hardware oversight and system configuration.
• Execute scheduled maintenance activities such as backups, patch management, and updates.
• Provide user support for the Flux trading system, including access setup and troubleshooting.
• Deliver technical support for end-user devices, covering deployment, upgrades, and issue resolution.
• Lead coordination of complex technical problem resolution across internal teams and third parties.
• Implement infrastructure improvements and optimisation initiatives.
• Produce and maintain IT documentation, operational procedures, and governance standards.
• Conduct security reviews and support implementation of protective controls.
• Participate in infrastructure-related projects including migrations, rollouts, and upgrades.

Requirements

• Diploma or Bachelor's Degree in Information Technology, Computer Science, Information Systems, or a related discipline.
• Proficient in Microsoft Excel, including the use of advanced functions, data analysis, reporting, and spreadsheet management.
• Strong knowledge of enterprise IT infrastructure, cloud environments, and system operations
• Exposure to financial services, trading, or other fast-paced operational environments would be advantageous
• Comfortable working in a shift-based environment to support business and operational needs.

Working Arrangement

• Able to support a rotating 9-hour shift schedule between 9:00 AM and 11:00 PM.

Our esteemed client in the IT industry is seeking a Business Analyst to join their dynamic team:

• Employment Type: 1-year renewable contract
• Position: Business Analyst
• Location: Central (Nearest MRT: Clarke Quay / City Hall)
• Working Hours: Monday to Friday, 8.30am to 6pm
• Salary Package: Up to $7,600 + Bonus

Job Responsibilities:

• Drive product outcomes by delivering data-driven insights and recommendations.
• Perform market analysis to identify problem areas and potential opportunities.
• Review existing solutions to uncover gaps, synergies, or areas for improvement.
• Conduct user research and interviews to support problem definition and solution development.
• Establish success metrics, track performance, and develop dashboards for monitoring.
• Analyze post-launch results to identify improvements and optimization opportunities.
• Assess the impact of proposed changes and evaluate resource requirements accordingly.

Job Requirements:

• Minimum a Diploma in Computer Science, Business or related discipline with at least 4 years of relevant working experience.
• Preferably have hands-on experience with configuration in ServiceNow, or be willing to take on hands-on responsibilities involving configuration of SaaS/COTS platforms (e.g., ServiceNow).
• Experience working end-to-end with product or project teams in delivering solutions.
• Able to work independently in a fast-paced environment and manage competing priorities effectively.

Ready to apply? Here’s how: 

• Click the APPLY button, or 
• Email your resume (in MS Word or PDF format) to adelin@intuitrecruitment.com. Include the job title in your email subject line for prompt processing. 

Only shortlisted candidates will be notified. 

By submitting your application, you consent to the collection and use of your personal data under Personal Data Protection Act (PDPA). 

Adelin Chong | EA Personnel Reg No.: R1875641 

Intuit Recruitment Pte Ltd | EA License No.: 25C2793 

We are looking for a motivated Business Analyst to support a live production system. This is a hands-on role that combines process analysis with day-to-daysystem support. You will work closely with stakeholders, understand how existing processes work, identify areas for improvement, and help keep the system running smoothly.

Key Responsibilities

•       Understand current processes through discussions, interviews, and data review

•       Identify gaps and recommend practical improvements to existing workflows

•       Work with stakeholders and vendors to define and document future-state processes

•       Produce clear process documentation using standard tools (e.g. Visio, Confluence, draw.io)

System Support& Operations

•       Handle L2 support tickets and perform basic system troubleshooting

•       Manage small enhancements and change requests from intake through to delivery

Requirements

Experience

•       Minimum 3 years of relevant experience with someone having experience working on or supporting a live production or operational system

•       Hands-on experience handling L2 support tickets or basic system troubleshooting

•       Familiarity with ticketing or ITSM tools (e.g. Jira, ServiceNow)

•       Exposure to Agile or ITIL practices

•       Basic SQL or data querying skills

•       Good communication skills — comfortable running meetings and writing requirements

The role sits within the Capital Markets Department and will support senior originators and syndicates in Debt Capital Markets.

Key Responsibilities

• Maintain and update data used in marketing material;
• Prepare pitching material for potential clients, undertaking relevant analysis, identifying relevant comps;
• Assist in developing market updating and indicative pricing to prospective issuers;
• Assist in transaction execution and taking a lead role in certain aspects thereof;
• Liaise with other desks within the bank to furnish the ad-hoc internal works.
• Other ad-hoc projects and works as required by the manager.

Requirements

• 1-2 years of relevant experience
• Min Degree holder
• Good team player and strong interest in the capital markets
• Highly detailed-oriented, self-motivated and fast learner;
• Ability and dedication to meet strict deadlines;
• Proficient in MS Excel and PowerPoint

• 4–5 years of experience preffered
• Experience working on digital projects, digital transformation initiatives, or customer-facing digital platforms.
• Banking or financial services industry experience is preferred.
• Experience in requirements gathering, analysis, documentation, and stakeholder management.
• Familiarity with Agile/Scrum delivery methodologies.
• Experience preparing BRDs, FRDs, user stories, process maps, and use cases.
• Knowledge of UAT planning and execution.
• Strong analytical, problem-solving, and communication skills.

Duration: ASAP - End Dec 2026

Work Location: Paya Lebar Quarter

Working Hours: Monday - Friday 9am - 6pm

Summary:

You will be part of the finance team based in Singapore and report to Associate Finance Director. As a Finance Analyst, you will contribute to the monthly reporting under US GAAP and local statutory reporting.

Job Responsibilities:

• Work closely with KL Shared Service Centre for month end closing activities and prepare monthly reporting package
• Engage KL Shared Service Centre to manage payment process, travel and expenses to ensure queries raised by internal customers and vendors are resolved in timely basis
• Support in liaising with statutory auditors, tax agents and other external parties. Prepare draft financial statements and support ad-hoc financial review with regional team
• Prepare quarterly GST filing
• Responsible for quarterly compliance reporting
• Monthly Balance sheet reconciliation preparation and analysis
• Support FP&A team on monthly forecast, actual vs budget review and ad-hoc request from regional team
• Support internal process improvement project and new system implementation
• Other administrative activities

Requirements:

• Diploma/Degree in Accounting with 3 years working experience
• Advanced Excel skills, PeopleSoft experience would be an advantage
• Strong accounting and reporting knowledge, preferable with project accounting knowledge
• Time management and deadline/outcome focused
• Customer driven, an excellent communicator and a team player
• Strong analytical skills and problem-solving skills and the ability to multi-tasking
• Wiling to work in demanding dynamic environment

We regret to inform that only shortlisted candidates will be notified.

By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOL Singapore Pte Ltd and its affiliates to collect, use and disclose your personal data for the purposes set out in the Privacy Policy available at https://www.persolsingapore.com/policies. You acknowledge that you have read, understood, and agree with the Privacy Policy.

PERSOL Singapore Pte Ltd • RCB No. 200007268E • EA License No. 01C4394 • Reg. R22105467 (Mary Joyce Ong)

• Support General Price Increase (GPI) Exercise
• Assist in compiling monthly incentive plans for Global Customers’ GPI review.
• To clarify pricing terms.
• Maintenance of Rates
• Support rate setup or updates in Express Billing
• Maintenance of Global Agreements
• Support post-activation maintenance activities
• Update Global Customer Agreement information

Interestedapplicants can send their detailed resumes to janelui@recruitexpress.com.sgor call JANE @ 6735 1955.

JANE LUI JIE'EN

CEI: R1104482

Company Reg.No. 199601303W || EA Licence No. 99C4599

about the company.

A well-established and leading organization within the private education sector, known for providing progressive learning opportunities and fostering a supportive and human-centric corporate culture.

about the job.

• This newly created position within the financial planning and analysis team is based in the central part of Singapore with a 100% work-in-office arrangement.
• You will execute the processing of student recruitment commissions for regional and local representatives.
• You will manage the preparation of recurring monthly and annual statutory reconciliation and compliance reports.
• You will take ownership of the period-end financial closing activities, including the generation and posting of monthly accounting journals.
• You will perform deep-dive analytical studies on revenue variations and expenditure variances to support management decisions.
• You will assist in consolidating internal figures to establish the comprehensive annual operational budget.

skills and experience required.

• You must possess a recognized university degree/diploma in accountancy or an equivalent professional qualification.
• You should have a minimum of three to four years of robust accounting experience, with a solid familiarity in managing a full spectrum of accounts.
• You need not have experience in full spectrum of FP&A, guidance will be given.

Please click on the 'apply' button to apply online. EA: 94C3609 /R22111662.

Job scope

• Understand functional requirements, ability to articulate and document user requirements and participates in review sessions with key stakeholders
• Conduct review/ walkthrough sessions with key stakeholders (e.g. Product GTS, Operations BAU and Technology teams) for the following documents
  a. User stories
  b. Functional specifications documents
  c. Test plan and test cases
  d. Roll-out training material
• Execute UAT cases, analyze issues encountered in UAT and provide UAT status reports to project stakeholders
• Participate in the pre-implementation preparation and post-implementation support exercises including end-user live verification during roll-out.
• Provide test support across the regional offices when needed
• Handle testing for multiple project deliverables concurrently

Requirements:

• Bachelor’s Degree in computer science or equivalent
• Minimum 1-2 years of experience in web and mobile application testing in the banking industry
• Good analytical skills to process complex requirement to come up with end-to-end scenarios and test cases
• Familiar with Agile and waterfall methodology, and understand the life cycle of testing in both automated and manual testing
• Experience with Quality assurance processes and tools including Confluence and JIRA
• Team player with ability to collaborate and work effectively within team.
• Good written and verbal communication and interpersonal skills.
• Passion for automation, standardization and best practices.

Thankyou for your interest!

We respect your privacy andall communication will be treated with confidentiality. If you wish to knowmore about this position or explore other roles, please prepare your updatedprofile and get in touch with our consultant at  cristina.malijan@manpower.com.sg

CristinaMalabuyoc Malijan EA License No. 02C3423 Personnel Registration No. R1111547

Please note that your response to this advertisement andcommunications with us pursuant to this advertisement will constitute informedconsent to the collection, use and/or disclosure of personal data byManpowerGroup Singapore for the purpose of carrying out its business, incompliance with the relevant provisions of the Personal Data Protection Act2012. To learn more about ManpowerGroup's Global Privacy Policy, please visithttps://www.manpower.com.sg/privacy-policy

Duties and Responsibilities:

• Support the Capesize broking team in the negotiation and fixture process by providing timely market intelligence and operational support.
• Monitor and analyze dry bulk shipping market activities, with a focus on the Capesize segment.
• Prepare and distribute daily market updates, including vessel fixtures, freight rates, and route-specific developments to brokers and clients.
• Maintain and update centralized market databases to ensure the accuracy, relevance, and timeliness of information.

Detailed Day to Day task:

• Update and maintain daily records of Capesize fixtures and freight market developments across key trade routes.
• Compile and distribute morning market reports for brokers and clients.
• Support broker communications by preparing market updates and centralized data reports through internal communication channels.
• Ensure all market data, vessel positions, and cargo information are accurately maintained within internal systems.
• Assist brokers in distributing cargo and tonnage availability reports to targeted client groups.
• Follow up on vessel and cargo positions to ensure information remains current and actionable.
• Monitor market movements and provide relevant updates to support ongoing negotiations and commercial discussions.

Job Requirement:

• Good analytical skills with the ability to interpret market data and identify key trends.
• Excellent attention to detail and ability to manage routine, data-intensive tasks efficiently.
• Strong interpersonal and communication skills, with the ability to work effectively with internal stakeholders and clients.
• Customer-oriented mindset with a professional approach to communication.
• Proficiency in Microsoft Excel is required; knowledge of SQL or other data analysis tools is an advantage.
• Ability to work independently while managing multiple priorities in a fast-paced environment.
• Self-motivated, proactive, and eager to learn about the dry bulk shipping industry.
• No prior experience required, training will be provided

Information Security Analyst - Financial Services

Job Summary

Responsible for cyber governance, risk management, and security operations within a regulated financial services environment. Develops and implements security policies, ensures regulatory compliance, coordinates security testing, and manages incident response and business continuity programs.

Key Responsibilities

Governance & Compliance:

• Provide cyber governance and risk management oversight
• Develop and maintain security policy framework and standards
• Ensure compliance with applicable regulations and standards (ISO 27001, NIST, regional financial services guidelines)
• Manage and track vulnerability remediation status
• Coordinate penetration testing and escalate material security risks to senior forums
• Conduct third-party due diligence for compliance and operational risk

Risk & Incident Management:

• Identify and assess cyber risks; recommend security solutions and initiatives
• Monitor security alerts and investigate security breaches and incidents
• Manage security incident response according to established protocols
• Maintain incident response plans and playbooks
• Develop and maintain Business Continuity Program; coordinate with department operations to create unified business continuity plan

Regulatory & Stakeholder Relations:

• Act as primary contact for senior management and regulatory body inquiries
• Ensure audit findings are remediated and independently validated within agreed timelines
• Conduct annual disaster recovery exercises with internal and external parties
• Provide security advisory on emerging threats and vulnerabilities

Access & Infrastructure:

• Develop and implement identity and access management policies
• Monitor and audit user access activities
• Assess infrastructure, systems, and applications for compliance and vulnerabilities

Awareness & Training:

• Maintain user cyber awareness programs
• Coordinate security awareness training for staff

Required

• 5 years' information security experience
• Strong analytical and problem-solving skills
• Familiarity with SIEM tools (Splunk) and vulnerability assessment tools (Tenable Nessus)
• Strong written, oral, and presentation skills
• Undergraduate degree in Computer Science, Information Technology, Engineering, or equivalent

Preferred

• CISSP, CISA, or CEH certification
• Graduate degree in related field
• Knowledge of regional financial services regulations and guidelines

About GlobalFoundries 

GlobalFoundries isa leading full-service semiconductor foundry providing a unique combination of design, development, and fabrication services to some of the world’s most inspired technology companies. With a global manufacturing footprint spanning three continents, GlobalFoundries makes possible the technologies and systems that transform industries and give customers the power to shape their markets. For more information, visit www.gf.com. 

Job Summary

The role is accountable for defining and driving enterprise strategy, platform governance, and system performance across GlobalFoundries IT. This role provides thought leadership, monitoring, and automation capabilities, ensuring scalable, standardized solutions that align with business priorities. The position operates at a high level of autonomy, influencing senior stakeholders and leading cross-functional transformation initiatives.

Responsibilities

• Own and drive enterprise performance and reliability of IT systems, including infrastructure, applications, network, and monitoring platforms, ensuring proactive issue detection and resolution
• Define, standardize, and govern processes across the lifecycle, ensuring alignment with best practices and global consistency
• Lead the design and integration of monitoring tools to enable automated event management, predictive alerting, and improved service resilience
• Architect and implement scalable automation solutions leveraging tools to enhance operational efficiency and reduce manual effort
• Drive Lean Six Sigma initiatives, including enterprise gap analysis, process definition, and value stream optimization to eliminate waste and improve effectiveness
• Provide governance and technical leadership, including application architecture, customization, workflow design, and release management
• Oversee end-to-end testing strategy (UAT, regression, post-release), ensuring quality, stability, and minimal business disruption
• Lead enterprise event and incident management transformation, ensuring timely response, root cause resolution, and minimized downtime for critical business systems
• Establish standards and oversight for system deployment, including OS installation, SOE image management, and enterprise configuration practices

Leadership & Impact

• Serve as a recognized SME and trusted advisor to senior leadership on strategy, platform capabilities, and digital transformation initiatives
• Lead complex, cross-functional programs and influence stakeholders across IT, Manufacturing, and Engineering organizations
• Build and develop organizational capability by mentoring team members and driving technical and functional excellence
• Translate strategic priorities into execution roadmaps, ensuring disciplined delivery and measurable business outcomes

Required Qualifications

• Bachelor’s degree in Computer Science, Information Systems, Computer Applications, or related field
• 10+ years of relevant experience in IT business analysis, ITSM, or enterprise systems
• Demonstrated experience leading large-scale initiatives, platform governance, and cross-functional transformation
• Experience with Lean Six Sigma and RCA methodologies

GlobalFoundries is an equal opportunity employer, cultivating a diverse and inclusive workforce. We believe having a multicultural workplace enhances productivity, efficiency and innovation whilst our employees feel truly respected, valued and heard. 

Asan affirmative employer, all qualified applicants are considered for employment regardless of age, ethnicity, marital status, citizenship, race, religion, political affiliation, gender, sexual orientation and medical and/or physical abilities. 

All offers of employment with GlobalFoundries are conditioned upon the successful completion of background checks, medical screenings as applicable and subject to the respective local laws and regulations. 

Key Responsibilities

• Work with business stakeholders to gather, analyze and document business requirements.
• Translate business needs into functional specifications, user stories, process flows and acceptance criteria.
• Act as a domain expert for insurance processes such as policy administration, underwriting, claims, billing, renewals, endorsements and customer servicing.
• Analyze insurance data to identify trends, gaps, risks and improvement opportunities.
• Use SQL to query databases, validate data, perform impact analysis and support reporting requirements.
• Collaborate with data analysts, developers, testers, architects and product teams to ensure successful delivery.
• Support requirement walkthroughs, sprint planning, backlog grooming, UAT and production validation.
• Create business process maps, data flow diagrams, BRDs, FRDs and other project documentation.
• Assist in data mapping, source-to-target analysis, data quality checks and reporting validation.
• Ensure solutions comply with business rules, regulatory requirements and insurance industry standards.
• Identify process improvement opportunities and recommend data-driven solutions.
• Support defect triage, root cause analysis and issue resolution during testing and implementation phases.

Job Requirements:

• Over 7 years of experience as a Business Analyst, preferably in insurance or financial services.
• Strong insurance domain expertise across one or more areas: Life Insurance, Health Insurance, Property & Casualty Insurance, Commercial Insurance, Claims Management, Policy Administration, Underwriting, Billing and Payments.
• Strong understanding of insurance workflows, business rules, forms, regulatory needs and operational processes.
• Hands-on SQL experience for data analysis, validation and reporting.
• Good understanding of relational databases, tables, joins, filters, aggregations and data quality checks.
• Experience in data analytics, reporting, dashboard requirements, KPI analysis and business insights.
• Ability to analyze large datasets and translate findings into business recommendations.
• Strong experience in requirement gathering, stakeholder management, documentation and UAT support.
• Experience working in Agile/Scrum environments.
• Strong written and verbal communication skills.
• Ability to work independently and coordinate with cross-functional teams.

Job Overview

You will be deployed to our client who is a leading government technology agency driving digital transformation and innovation in thehealthcare sector. The Senior PMO Executive will provide comprehensivemanagement and operational support within a healthcare technology environment. The role focuses on strengthening governance, programme tracking, documentation, reporting, and coordination across operational technology systems and related digital initiatives.

Responsibilities

• Support the department in project tracking, workplan consolidation, risk/issue monitoring, and preparing updates for management review.
• Develop, maintain, and enhance dashboards for management reporting and decision support (projects, risks, budgets, assetlifecycle, audit status, etc.).
• Coordinate between operations and technical teams, including infrastructure, project managers, biomedical engineering, multidisciplinary teams, and relevant stakeholders, to ensure consistent project tracking and inventory reporting
• Monitor security deviations, asset end-of-support/end-of-life status, and compliance actions, and flag required follow-ups to Leads and Project Managers.
• Provide administrative and operational support to the office, including documentation, inventory management, audit preparation, budgeting, and operational planning.
• Maintain and update a central inventory of managed IT systems and assets.
• Consolidate project tracking reports and progress updates across all teams.
• Act as Secretariat for governance platforms, including IoMT Governance Committee and IoT Governance Meetings
• Conduct sampling checks to validate alignment across multiple reports (e.g., patching, vulnerability scanning, CMDB,inventory lists).
• Facilitate audit preparations, clarifications,and submission of required documentation.
• Maintain departmental MS Teams Channels and SharePoint Online workspace, including policies, SOPs, organisation charts,media, templates and reference materials.
• Act as the Point‑of‑Contact for the department’s organisational chart updates and intranet content.
• Collate and monitor annual workplans and related budgets for department.
• Track compliance review activities and consolidate required submissions for reporting purposes.
• Represent department in organisational dutiesor assignments (e.g., Fire Warden for designated office zones).
• Support logistics, documentation, andsecretariat functions for meetings and committees.

Requirements

• Minimum Diploma in Business Administration or a related discipline.
• Minimum 5 years of relevant experience, preferably in Programme/Project Management, PMO, or Management Support.
• Proven experience in governance support, including workforce planning, resource management, and budgeting activities
• Past experience in IT asset management.
• Relevant knowledge on IT compliance and audit processes.
• Proficiency in Microsoft 365 productivity tools (MS Teams, SharePoint, Power BI, Excel).
• Experience developing executive dashboards, management reports, asset documentation, and maintaining departmental workspaces or microsites.

If you are interested in this role and would like to discuss the opportunity further please click apply now or email Chew Kai-Xinn at kaixinnchew@morganmckinley.com for more information.

Only shortlisted candidates will be responded to, therefore if you do not receive a reply within 14 days please accept this as notification that you have not been shortlisted.

Morgan McKinley Pte Ltd

Chew Kai-Xinn

EA Licence No: 11C5502

EAP Registration No: R2196712