This role interfaces with cross functional teams on all phases of product life cycle. This role is responsible for driving yield enhancement, reducing test costs and ensuring the overall quality and manufacturability of the devices.  

Key Responsibilities

• Review and provide disposition on low-yield production lots, and drive root-cause analysis and corrective actions.
• Work closely with test engineering, assembly, quality, internal factory and OSAT to resolve issues efficiently and ensure smooth production flow.
• Execute day to day sustaining activities (Overall lot rejection rate improvement, EQA hold rate reduction, SYL/ SBL sustaining, etc.) to ensure delivery fulfillment.
• Qualification and validation of new products, tester platform migration and various engineering activities. 
• Gross Margin Improvement Initiatives (Yield improvement, etc.)
• System integration.

To prepare, cook and serve food, while maintaining the highest possible quality and meeting agreed standards for food preparation and presentation are met at all times under guidance from a senior chef. Able to take the lead on a station as well as educate and guide junior chefs.

Assistant Food & Beverage Supervisor

MAIN RESPONSIBILITY

Operational:

• To provide a courteous, professional, efficient, and flexible service at all times, following the hotels Standards of Performance.
• To ensure that health, hygiene and safety regulations are complied with and applied in the department in compliance with HACCP standards and procedures.
• To perform opening and closing procedures established for the Place of Work as assigned.
• To ensure that the inventory par stocks for all operating equipment. 
• To assist in conducting monthly inventory checks on all operating equipment and supplies.
• To assist in controlling the requisitioning, storage and careful use of all operating supplies and equipment (OS&E).
• To liaise with the Kitchen and the whole Food & Beverage Department on daily operation and quality.
• To ensure that the Place of Work and surrounding area is kept clean and organized at all times.

Food & Beverage Product:

• To assist in planning the food & beverage lists and to assist with advertising and promotions.
• To ensure that only fresh products are used in Food & Beverage preparation.
• To monitor operating supplies by maintaining and controlling established food & beverage par stock and operating supplies to ensure smooth operation and to reduce spoilage and wastage.
• To explain the discrepancies in the potential food & beverage cost satisfactorily.
• To have a thorough understanding and knowledge of all food and beverage items in the menu and the ability to recommend beverage combinations and up-sell alternatives
• To prepare and serve food & beverage orders and provide a courteous, professional, efficient and flexible service at all times, following the hotels Standards of Performance.
• To follow correct sequence of service at the assigned station outlined in the Standard Operating Manual.
• To continuously learn on customer service, changing menu item, specials and prices.
• To be fluent in operation of MICROS POS system.
• To handle money and guest charges accurately.

Job Overview

• To support set-up and release activities of tester system for final testing.
• To reduce tester down time and tester down frequency
• To Support product engineer for testing data analysis, evaluation, and lot release.
• To support Tester related and product related improvement projects
• Support matters from the supervisor

Job Description

• Tester set up, release, maintenance, troubleshooting.
• Production first contact window for tester hardware issue.
• MSA operation and report generation, release tester in time.
• Engineering activities support, DOE running, test program verification.
• Support Product engineer for testing data analysis, evaluation, and lot release.
• Actively leading CIP projects for tester related.
• Blocked parts handling, storing and release in production line.
• Support failure analysis activities as per OCAP or as directed by supervisor.
• Trouble shooting on PCB level, including Oscilloscope and soldering
• Execute any other related duties assigned by immediate supervisor from time to time

Key Responsibilities

• To monitor day to day operations at the aircraft and warehouse; prepare & update the daily operation report at the end of duty roster.
• To collectively Work with CTO to ensure the priority cargo are as followed for both export and import.
• Responsible for preparing the relevant documents i.e. AWB, Lot Label, Control Form etc for cargo acceptance process.
• Research customs requirements, and attach the necessary documentations during the declaration process
• Develop understanding on import/export laws while ensuring compliance with safety and regulatory requirements
• Liaise with officials in various agencies to ensure goods are cleared through customs / quarantine
• Help to coordinate for transportation, warehousing, storage etc. where necessary.

Requirements

• Diploma or Bachelor’s degree in Logistics, Supply Chain, Aviation Management, or a related field.
• 1–3 years of experience in air cargo operations or airline capacity management preferred.
• Strong interpersonal skills - ability to speak Bahasa Malaysia and English fluently
• Able to operate computer programmes such as microsoft office
• Working experience with standard data-entry softwares
• Meticulous with work - double checking for accuracy of data entry.
• Has experience engaging with Government Agencies
• Experience or knowledgeable in logistics

Funding Societies | Modalku is the largest SME digital finance platform in Southeast Asia. We are licensed and operating  in Singapore, Indonesia, Thailand, Malaysia and Vietnam, and backed by Sequoia India (Peak XV), Softbank Vision Fund, Khazanah and SMBC bank amongst many others. Funding Societies | Modalku provides business financing to small and medium-sized enterprises (SMEs), which is funded by individual and institutional investors, as well as payments solutions to SMEs and consumers.
Here at Funding Societies | Modalku we live by our core values GETFS:

• Grow Relentlessly: Strive to become our best, most authentic selves.
• Enable Teamwork, Disable Politics: Only by forging togetherness, we help each other succeed.
• Test Measure Act: Stay curious and reinvent ourselves, through innovation and experimentation.
• Focus on Impact: Create impact through bias for action and tangible results.
• Serve with Obsession: Build win-win relationships for the long-term by having a customer obsession.
  

Note - We are open to Malaysians based anywhere in Malaysia who are open to relocate to Singapore.

Senior Relationship Manager (Strategic Investors Team) will be part of a dynamic team focusing on improving FSMK’s capital position by raising debt regionally across Accredited Investors (AIs), High Net Worth Individuals (HNWI), and Family Offices (FO) segments. The goal is to grow and strengthen the firm's stronghold in the private credit B2B space by contributing and leading in debt initiatives while taking pride in being part of a dynamic, ever-changing, and sophisticated environment.

What you will do:

• Manage and act as the primary face to the market in the identification and approach to AI/HNW/FO; including identification of overseas funding sources and developing the materials
• Investment Advisory.
• Providing a differentiated alternative suite of private investments and advice to potential/ existing clients
• Servicing existing relationships/ stakeholders/ investors
• Supporting front/ middle/ backend processing functions
• Leading due diligence matters with various clientele
• Collaborating within the team for the goal-oriented activities

What we are looking for:

• Tertiary qualification in business administration, finance, economics, or related field
• 5-8 years’ exposure in the AI/HNWI space from financial institutions as a client advisor/ relationship manager
• Demonstrated consistent sales performance with financial products
• Experienced across all investment asset classes, capital and private
• Relevant licenses for advancement of capital products

You will shine in this job if you are/have:

• Up-to-date to date with current macro environment
• Resourceful, out-of-the-box creativeness
• Strong sense of ownership
• Well versed in salesmanship
• Well connected with potential clients

Food & Beverage Supervisor

MAIN RESPONSIBILITY

Operational:

• To provide a courteous, professional, efficient, and flexible service at all times, following the hotels Standards of Performance.
• To ensure that health, hygiene and safety regulations are complied with and applied in the department in compliance with HACCP standards and procedures.
• To perform opening and closing procedures established for the Place of Work as assigned.
• To ensure that the inventory par stocks for all operating equipment and 
• To assist in conducting monthly inventory checks on all operating equipment and supplies.
• To assist in controlling the requisitioning, storage and careful use of all operating supplies and equipment (OS&E).
• To liaise with the Kitchen and the whole Food & Beverage Department on daily operation and quality
• To ensure that the Place of Work and surrounding area is kept clean and organized at all times

Food & Beverage Product:

• To assist in planning the food & beverage lists and to assist with advertising and promotions.
• To ensure that only fresh products are used in Food & Beverage preparation.
• To monitor operating supplies by maintaining and controlling established food & beverage par stock and operating supplies to ensure smooth operation and to reduce spoilage and wastage.
• To explain the discrepancies in the potential food & beverage cost satisfactorily.
• To have a thorough understanding and knowledge of all food and beverage items in the menu and the ability to recommend beverage combinations and up-sell alternatives
• To prepare and serve food & beverage orders and provide a courteous, professional, efficient and flexible service at all times, following the hotels Standards of Performance.
• To follow correct sequence of service at the assigned station outlined in the Standard Operating Manual.
• To continuously learn on customer service, changing menu item, specials and prices.
• To be fluent in operation of MICROS POS system.
• To handle money and guest charges accurately.

Supervises Security personnel on assigned shifts to ensure compliance with policies and procedures.

• In the absence of the Safety/Security Manager, functions on assigned shift as primary on center contact for on-duty supervisors, law enforcement agencies and other on-duty staff for immediate response to situations requiring Safety and Security staff attention.
• Continually makes physical inspections and security checks of grounds and facility and documents results.
• Performs safety/security officer duties and provides supervision to staff to protect life and property against theft, vandalism, misappropriation, fire, flood, or similar disaster on assigned shift in compliance with government, corporate, and management directives.
• Informs the Safety/Security Manager or designee of anything that warrants immediate attention, including major incidents, extreme emergencies, unscheduled arrival of important visitors, etc.
• Investigates incidents on center and provides clear and accurate reports.
• Controls disturbances and assists staff in de-escalating situations.
• Completes required security logs, documentation, and records accurately and on time.
• Accurately logs employees, visitors, vendors, and students as they enter and exit the center.
• Adheres to safety practices in all areas of responsibility.
• Fosters and sustains a conducive environment, ensuring it remains free from harassment, intimidation, and disrespect.
• Attends all required staff training opportunities.

ESSENTIAL DUTIES AND RESPONSIBILITIES:

• Lead the manufacturing function within budget and output targets to meet customer requirements and standards.
• Full accountability for ensuring safety, customer quality, cost and delivery requirements are met.
• Responsible for developing an enthusiastic, motivated and flexible team by building working relationships ensuring that Health, Safety and Environmental requirements are adhered to.
• Manage the team on best practice and establish standard policies and procedures whilst also mentoring and leading teams.
• Implement and manage continuous improvement and modern manufacturing principals by highlighting deficiencies and recommending changes in training, working practices and processes.
• Effectively and efficiently manage the production of the required to meet the daily/weekly/monthly targets, meeting quality and delivery expectations, minimizing costs where possible and ensure the required best working practices are maintained at all times
• Manage, coach and develop a high performing manufacturing team that meets agreed objectives, and which delivers best practice results, added value and continuous improvements
• Ensure that the function operates in accordance with any health, safety and environmental policies and procedures to ensure the safety and wellbeing of workers and visitors
• Maintains a high standard of 6S environment.

Our esteemed client in the data centre infrastructure is looking for a Recruiter.

Job responsibilities:
- Collaborate with hiring managers to understand their staffing needs and develop effective recruitment strategies.
- Source, screen, and interview candidates for various positions, ensuring a high-quality candidate experience.
- Utilize various recruitment channels, including job boards, social media, and networking events, to attract top talent.
- Manage the full recruitment cycle, from initial contact to offer negotiation and onboarding.
- Maintain and update the applicant tracking system with accurate candidate information and recruitment progress.
- Build and maintain a strong talent pipeline for future hiring needs.
- Provide regular updates and reports on recruitment activities and progress to the HR team and hiring managers.
- Ensure compliance with all relevant employment laws and company policies throughout the recruitment process.

Job requirements:
- Bachelor's degree in Human Resources, Business Administration, or a related field.
- Proven experience as a recruiter, preferably in an RPO (Recruitment Process Outsourcing) environment.
- Strong understanding of recruitment processes and best practices.

• Supporting training coordination, including scheduling, preparing materials, and updating training records/database.
• Assisting in employee engagement activities, such as event planning, logistics coordination, and on site support. In 2026, planned 13 engagement activities and 8 CSR + Health You activities.
• Handling new joiner onboarding tasks, including, arranging typhoid vaccinations and medical check-ups, and ensuring documentation completeness.
• Coordinating recruitment events, including open interviews, walk in sessions, and job fairs.
• Managing HR administrative tasks, such as data updates, record maintenance, and compilation of HR reports.

Senior DevOps Engineer

Why You Should Apply
- Varied and strategic role across CI/CD, Infrastructure-as-Code (IaC), and Cloud Automation, reporting directly to the Head of Engineering.
- Lead all DevOps initiatives and set the foundations for CI/CD, automation, and shift-left practices.
- Clear 6-12 month objective to standardise CI/CD and reduce manual release and build processes, with full leadership support and resources.
- Opportunity to join a stable global financial services company (non-bank) that has established a regulated product suite in Malaysia over the past 5 years.

What You Will Do
- Lead the design and implementation of CI/CD pipelines, reusable pipeline architecture, quality gates, branching governance, automation testing, and release discipline.
- Establish CI foundations across repositories, build validation, early defect detection, and Git workflow standards.
- Drive Continuous Delivery and Deployment Automation, improve rollback strategies, release traceability, and reduce manual intervention.
- Implement Infrastructure-as-Code practices and cloud automation initiatives.
- Enhance deployment strategies, including blue-green and canary deployments.

What You Will Need
- Minimum 6 years of hands-on DevOps experience with AWS or similar platforms (Azure, GCP).
- Ability to work independently and hands-on, driving digital transformation without reliance on a large team or strict SOPs.
- Experience in fintech, tech companies, product companies, or digital transformation teams within enterprise/MNC environments.
- Strong CI/CD transformation experience (Git-based CI, Jenkins, etc.).
- Hands-on experience with containerization and Infrastructure-as-Code.

About the Company & Team
- Malaysian team and product suite are less than 5 years old, part of a globally established fintech and financial services company operating in 15 countries.
- Regulated under Bank Negara Malaysia, ensuring high regulation and financial security.
- All products are built in-house, enabling long-term initiatives with internal technical capability.
- Provides end-to-end solutions across front, middle, and back office functions, serving both retail and institutional customers under its own brand and a white-label B2B product.
- Hybrid work arrangement, based in central Kuala Lumpur.

How to Apply
- Click the “apply” button. You may submit your CV or LinkedIn profile—whatever you prefer.
- The recruiter is happy to share more information with you before you proceed.
- Every applicant or enquiry will receive a reply.

Note
- Employment passes, work visas, or relocation support are not available.
- Only candidates with work rights in Malaysia will be considered.

The Reference Data Specialist is responsible for instructions of client deliverables, coding and data input validation focusing on specific industry/category or set of categories (e.g. Beverages, Food, Health and Beauty Products). As a Reference Data Specialist at NIQ, you create and deliver client outputs in a correct and timely manner. 

• Responsible for instructions of client deliverables, coding and data input validation focusing on specific industry/category or set of categories.
• Does cross coding and item-related quality checks on a daily basis
• May act as a back-up to other coders when needed
• Keep track/document special instructions related to category assignment
• Plan and execute a complex daily personal workload and support to meet departmental and company schedules
• Ensure accuracy throughout the process, from validation before database setup to managing samples, and identify areas for improvement
• Answer external questions and act as a liaison with everyone from clients to stakeholders; To be able to identify, investigate and coordinate the resolution of data, process, or product related queries
• Willing to be trained to be a category expert

• Conduct daily EHS walkthroughs and report unsafe acts or conditions.
• Ensure immediate correction of non-compliances and proper PPE use.
• Assist in managing and verifying PTW for high-risk activities.
• Conduct toolbox talks and pre-task briefings; maintain attendance records.
• Supervise high-risk activities (lifting, excavation, electrical, etc.).
• Act as safety spotter during hazardous operations.
• Respond to incidents, preserve scenes, and assist in investigations.
• Monitor waste disposal and environmental controls (dust, noise, runoff).
• Check bunding and spill control for fuel/chemical storage.
• Spot-check contractor EHS documents and provide inductions.
• Maintain EHS logs, permit registers, and observation records.
• Prepare daily/weekly reports and track corrective actions.

The Role

A Charlotte Tilbury Retail Artist is the true heart of where all the magic happens in our stores and counters. Based on the shop floor, you are responsible for encompassing our mission of empowering our customers to be the most beautiful version of themselves, so they have the confidence to achieve their dreams. You do this through combining your expert artistry skills with exceptional product knowledge and a passion for building lasting emotional connections. You believe in the product being accessible to everybody – and you can adapt your style to suit the needs of your customer.

Role Accountabilities

• You can work at a fast pace to achieve and exceed KPI’s. You feed on the buzz of achieving your goals and being the best, you can be. You do not want to meet expectation – you exceed it.
• “Teamwork makes the dream work” – is your working motto. You understand your impact and how vital your role is. You can adapt to change at the last minute and be a real support to your managers and colleagues alike.
• You champion the art of world-class artistry and an impeccable customer experience. You are a Charlotte Tilbury brand ambassador and want to pass on your knowledge to customer after customer. You live and breathe the Charlotte Tilbury makeup looks – and can recreate the magic of these on your customer, as well as offering advice and guidance. You pride yourself on knowing your customers are returning back to you.
• You follow the company grooming standards to a tee – you know what good looks like and are not afraid to display this.

Reporting Relationships

• Report to Retail Manager SEA

Key Selection Criteria

• You will ideally have had some experience as a Sales Advisor. Ideally this will be gained from a fast-paced environment such as beauty, retail or FMCG.
• You aspire to be part of a beauty brand that disrupts the way it is seen – and continues to grow. You love all things Charlotte Tilbury – and are not afraid to spread the word.
• Ideally you will have experience in applying makeup – and knowing how to adapt your style to different customers with different needs.
• You champion positivity – and can think in a limitless way that makes your energy shine.
• You receive constructive feedback in a positive manner and puts suggested actions easily into motion.

Job Summary
• Industrialize Engineering Concept and coordinate Engineering Execution work packages from Implementation Release through Team Release phases.
• Design, develop, and organize testing/verification/validation of the product based on requirements.
• Execute tests, evaluate results against defined criteria, and deliver complete documentation and final reports using state-of-the-art test methods.
• The Execution Engineer leads project development and technical realization activities for new product development.
• The role ensures that product meets customer, regulatory, and technical requirements while complying with Bosch processes and the Product Innovation Framework (PIF).

Key Responsibilities
A. Product Design & Technical Development
• Develop, optimize, and maintain mechanical component designs (plastic/metal).
• Translate technical requirements into feasible design solutions.
• Create and update CAD drawings, 3D models, and engineering documents.
• Prepare and update Bill of Materials (BOM), including coordination of BOM changes with EIS.
• Conduct functional cost analysis for new and existing products.
• Implement engineering changes (EC) and ensure all drawings/documents remain current.
• Drive design improvements based on inputs from project stakeholders.
• Ensure adherence to PT and Bosch procedures, BES-PE principles, and PIF/TTM processes.
B. Product Testing & Validation
• Act as the technical representative for all testing-related matters during product development.
• Define, plan, and execute performance and functional tests during the product development.
• Serve as the first contact point for Project Manager, and Product Quality Engineer for test issues.
• Support Product Quality Engineer in curating the Product Test Plan.
• Approve test reports relevant to the project.
• Ensure regulatory, market-specific, and product-specific test requirements are understood and applied.
• Develop, update, and maintain test methods, procedures, and test devices.
• Coordinate with internal teams, suppliers, and support functions for test activities.
C. Cross-Functional & Project Support
• Collaborate with manufacturing teams and quality warranty teams on technical changes/improvements and BOM updates.
• Support special tasks or technical assignments at department/section level.
• Participate in project workshops (e.g., FMEA, problem solving) as required.

Get to know the Role: You will play a critical part in building, designing and scaling the supply chain operations our GrabMart business. You will build and design the warehousing and distribution solution, oversee inventory planning and ensure seamless integration with partners and logistics providers. You will have to:

• Connect the dots independently to move projects forward, design scalable operating models from the ground up, and is comfortable moving between strategic design and hands-on operational execution.
• Evaluate trade-offs between speed, cost, and customer promise, ensuring operations scale sustainably
• Anticipate operational risks and put in place the right processes and monitoring mechanisms to reduce them
• This is a hands-on role for someone comfortable spending time in the warehouse and on the ground to fine-tune processes and flows.

Critical Tasks You Will Perform

Warehousing & Fulfilment

• Manage Distribution Centres and 3PL partners. Set up an end-to-end warehouse and fulfilment network from scratch. Eg. sourcing warehouse & fulfilment hub locations, assessing capacity requirements, planning layout design, oversee the physical setup, enabling warehouse tech requirements.
• Build and standardize core operational processes across inbound receiving, putaway, replenishment, picking, QC, packing, dispatch, and returns.

Last-Mile Delivery

• Lead and improve fleet operations to ensure delivery models are reliable and cost-efficient

Demand Forecasting & Inventory Planning

• Build and implement demand forecasting and inventory planning models
• Oversee stock forecasting and inventory planning to reduce out-of-stock or overstock

Operational Improvement

• Triangulate data insights and trends to refine supply chain design and operations
• Work with multiple teams to build monitoring mechanisms and set operational policies that balance customer experience, operational feasibility, and financial sustainability.
• Support future scaling of operations by identifying opportunities for automation, process redesign, and structural improvements

You will report to the Head of Strategy & Operations, based in First Avenue, Petaling Jaya

Principal / Staff Engineer: Platform, Architecture and A.I Strategy

Location & Work Arrangement
- Hybrid work arrangement
- Based in central Kuala Lumpur (KL)
- Industry: Fintech / Financial Services

Why You Should Apply
- Opportunity to remain highly technical, solving and unblocking complex problems such as designing MVPs, new platform tools, or introducing new A.I technologies.
- Make a significant impact across all teams by providing architectural guidance to platform, product, engineering, and DevOps.
- Autonomy to identify high-impact initiatives, set your own priorities, and make recommendations directly to the Head of Engineering.
- Authority to move projects forward and be hands-on when necessary.
- Take ownership of complex technical challenges in a strategic individual contributor role, without direct team leadership responsibilities.

Key Responsibilities
- Drive complex, cross-platform technical initiatives, translating strategic objectives from architecture design into scalable, secure, and production-ready solutions.
- Provide strategic technical recommendations on build vs. buy decisions, A.I tool integration, code refactoring, and managing technical debt.
- Deliver structured recommendations with clear trade-offs and risk considerations throughout the software development lifecycle (SDLC).
- Report directly to the Head of Engineering, collaborating with a team of 20 engineers in Malaysia and an additional team in Singapore.
- Champion new initiatives internally and align Engineering, DevOps, Product, and Business teams towards unified goals.

Requirements
- 10-15+ years of experience in fintech, technology companies, product companies, or startups/scale-ups, with a focus on building enterprise-ready solutions or rolling out new features.
- Background in Platform Engineering, R&D, hands-on software architecture, or experience as a staff or principal engineer.
- Strong technical skills; current product stack is .NET Core & C#, but candidates with expertise in Java, JavaScript, Golang, or similar technologies are welcome.
- Ideal for senior professionals who have remained highly technical or tech leads seeking to transition back into a purely technical role without compromising on salary.
- This is not a leadership position.

About the Company & Team
- Malaysian team and product suite are less than 5 years old, but part of a globally established fintech and financial services company operating in 15 countries.
- Regulated by Bank Negara Malaysia, ensuring a highly regulated and financially secure environment.
- All products are built in-house, with no reliance on vendors, enabling long-term technical initiatives.
- Provides end-to-end solutions across front, middle, and back office functions, serving both retail and institutional customers, as well as offering a white-label B2B product.

How to Apply
- Click the “apply” button to submit your application.
- CVs do not need to be up-to-date; LinkedIn profiles are also accepted.
- The recruiter is available to provide more information upon request.
- Every applicant or enquiry will receive a reply.

Additional Notes
- Employment passes, work visas, or relocation support are not available.
- Only candidates with work rights in Malaysia will be considered.

Get to Know the Role

This role requires you to develop an understanding of our E-This role requires you to develop an understanding of our E-commerce business and partner with Grabbers across Supply Chain, Category Management, Marketing, Logistics, and Finance to drive campaign planning, lead inventory forecasting models, and track commercial performance. The goal is to ensure we continue to build sustainable, scalable, and profitable E-commerce operations.

You will report to the Senior Manager, Supply Chain & Demand Planning within the Strategy & Operations Team and will be working onsite in Petaling Jaya.

The Critical Tasks You Will Perform

Demand Planning & Growth: Own the demand signal and drive category growth in partnership with category managers and marketing. This includes:

• Inventory Forecasting: Suggest the inventory required to fulfil anticipated demand and balance between Fill Rate (Customer Experience) and Shrinkage (Waste). This includes replenishment logic, including safety stock levels and cold start forecasts for new assortments. You will be expected to work closely with the team to shape up a strong supply chain.
• Campaign Planning: Use data driven insights on category performance, user behaviour and market landscape to plan campaigns and promotional uplifts, while ensuring stock availability through demand forecasting
• Assortment Review: analyze sales velocity, customer behavior, and basket composition to advise category managers on which SKUs to expand, reduce, or rotate. Also propose clearance strategies to maximize category profitability.

Performance Analysis and Budget management : Own performance tracking of the business against the budget. Lead root cause analysis for performance variances, including campaign effectiveness to grow demand, forecasting logic accuracy for stock availability, category margin performance and accordingly make recommendations to leadership for improvements.