📊 Data Science & AI

Email & Creative Designer at Oxiliry

Email & Creative Designer

🏢 Company:
Oxiliry
📍 Location:
Islamabad, Islāmābād, Pakistan
💼 Job Type:
Full-time
⏱️ Employment:
Full-time

💰 Compensation

Not specified

📋 Job Description

We are hiring a versatile Email Creative Designer who will handle two main areas:Creative graphic design for brand assetsEmail design HTML development for email marketing campaignsRequirementsKey Responsibilities1) Creative Design (Brand Marketing Assets)Create social media posts, banners, posters, and campaign creativesDesign product visuals, ads, and promotional contentWork in Canva, Photoshop, Illustrator, and the full Adobe SuiteMaintain consistent brand identity2) Email Design HTML DevelopmentDesign beautiful email layouts and templatesBuild responsive HTML emails compatible with all devicesManage campaigns in:Constant ContactSendinblueKlaviyoActiveCampaignCreate email graphics, product blocks, and CTA sectionsEnsure best practices for deliverability and inbox placementRequired Skills2 years of relevant experienceStrong design skills (Canva, Photoshop, Adobe)HTML email coding template buildingExperience with major email marketing platformsCreative mindset attention to detailAbility to handle multiple design tasksAdditional RequirementsPortfolio link is mandatory(Applicants without a portfolio will not be considered)Strong communication skills and professionalismBenefitsOPDIPD including ParentsQuarterly BonusLeavesFuel Card We are hiring a versatile Email Creative Designer who will handle two main areas: Creative graphic design for brand assets Creative graphic design for brand assets Email design HTML development for email marketing campaigns

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📊 Data Science & AI

Senior Supply Chain and Inventory Manager at Creative Chaos

Senior Supply Chain and Inventory Manager

🏢 Company:
Creative Chaos
📍 Location:
Pakistan
💼 Job Type:
Full-time
⏱️ Employment:
Full-time

💰 Compensation

Not specified

📋 Job Description

Position Overview:Creative Chaos is looking for a Senior Supply Chain and Inventory Manager to lead our inventory management and supply chain initiatives. The ideal candidate will have significant experience in supply chain operations and inventory control, understanding the complexities of forecasting, demand planning, and logistics within a fast-paced e-commerce environment. This role requires a proactive leader who can analyze data, drive efficiencies, and strengthen supplier relationships to ensure a seamless flow of products from suppliers to our warehouses and ultimately to our customers.Key Responsibilities:Supply Chain Strategy DevelopmentDevelop and implement innovative supply chain strategies to improve efficiency and reduce costsAnalyze supply chain data to identify inefficiencies and opportunities for improvementCollaborate with cross-functional teams to ensure alignment between supply chain goals and organizational objectivesInventory ManagementManage end-to-end inventory control, including tracking levels, forecasting demand, and implementing stock replenishment strategiesUtilize advanced analytics to drive decisions regarding inventory levels at various warehouse locationsImplement best practices for inventory accuracy, ensuring suitable inventory turnover ratesSupplier Relationship ManagementBuild and maintain strong relationships with key suppliers and vendorsNegotiate pricing, terms, and lead times with suppliers to secure the best possible outcomes for the companyConduct supplier performance reviews to ensure compliance with contractual obligationsLogistics CoordinationWork closely with logistics partners to manage transportation and delivery across all channelsOptimize logistics processes to ensure timely delivery while minimizing costsAddress supply chain disruptions quickly and effectively to minimize impact on operationsContinuous ImprovementFoster a culture of continuous improvement by developing and implementing key performance indicators (KPIs) for supply chain metricsLead projects aimed at enhancing supply chain efficiency and effectivenessStay updated on industry trends, emerging technologies, and best practices related to supply chain and inventory managementTeam Leadership and DevelopmentManage a team of supply chain and inventory professionals, providing guidance, mentorship, and trainingPromote a collaborative and transparent work environment that encourages team input and engagementSet clear performance goals and conduct regular performance assessments for direct reportsRequirementsBachelor’s degree in Supply Chain Management, Business Administration, Logistics, or a related field; Master’s degree is preferred8 years of experience in supply chain and inventory management roles, with at least 3 years in a leadership capacityProficient in inventory management systems and related technologies (e.g., ERP systems)Strong understanding of supply chain dynamics and best practices in e-commerceAnalytical mindset with the ability to interpret complex data sets and derive actionable insightsDemonstrated ability to lead teams, influence stakeholders, and drive cross-functional collaborationExcellent negotiation, project management, and communication skillsCertifications such as APICS CPIM, CSCP, or equivalent are a plusBenefitsPaid Time OffHealth InsuranceOPDTraining and Development Position Overview:

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📊 Data Science & AI

Executive Campaign Management at PTCL.Official

Executive Campaign Management

🏢 Company:
PTCL.Official
📍 Location:
Islamabad, Islāmābād, Pakistan
💼 Job Type:
Full-time
⏱️ Employment:
Full-time

💰 Compensation

Not specified

📋 Job Description

ARE YOU READY TO RISE WITH PTCL GROUPWe are not just industry leaders; we are redefining excellence with groundbreaking solutions. PTCL Group stands out in the technology industry with its commitment to high-end innovation and leading the way in delivering integrated ICT and Cellular Network services in Pakistan, all rooted in our journey of Culture Transformation Change Management.PTCL Group actively cultivates an inclusive diverse culture that values and uplifts every individual, regardless of their gender, social background, religion, belief, or disability.PTCL Group Vision Values:With a clear vision to become the largest technology player and the champion driving the digital transformation of Pakistan, PTCL Group is guided by a set of our unified core values:Be ResilientThink BigWin Every BattleValue SuccessIN THIS ROLE YOU WILLUtilize customer information assets within the organization using Business Intelligence and Analytics technology to support business requirements.Run CVM Churn Campaigns through EVAM CMS.Use BI tools in accordance with the PTCLs business objectives.Supporting in timely update of CVM Churn offer matrix.Furnishing Adhoc reports on immediate basis as and when required.Supporting in new CVM Churn report development.Managing RFCs relating to CVM/Churn requirements.Managing AI Models for improving campaigns efficiency.Support in all sort of customer and product analysis.Providing timely support with regards to CVM/Churn incentive processing.Liasoning with IT Billing, BI, Customer Care, Contact Center, e, Regional, Segments and Finance teams for seamless operations of CVM BusinessHOW CAN YOU EXPRESS YOUR TALENTImplement targeted upsell and cross- sell campaigns to achieve an increase in fixed broadband revenue within the next year.Implement customer feedback surveys and suggestion programs Analyze feedback data to identify areas for improvement.Standardize operational processes to ensure consistency, reduce errors, and improve overall efficiency in day-to- day processes.Optimize communication channels for upsell and cross-sell campaigns to maximize reach and effectiveness.Identify products/services with the highest upsell and cross-sell potential. Create personalized and targeted messaging for each customer segment with customized artworks and shouts for each segment.Reduce the churn rate by identifying at-risk customers, addressing their pain points, and implementing targeted retention strategies. By enhancing customer satisfaction and loyalty.WHAT YOU NEED TO BE SUCCESSFULQualificationMinimum Bachelors degree required.Experience:1 to 2 years of relevant experience.Technical Competencies:Campaign Management SystemSQLMS OfficePTCL Group’s family-centric policies, offering 6-month maternity and 30-day paternity leave, along with a hybrid work model, redefine the workplace for a balanced and fulfilling career. ARE YOU READY TO RISE WITH PTCL GROUP ARE YOU READY TO RISE WITH PTCL GROUP We are not just industry leaders; we are redefining excellence with groundbreaking solutions. PTCL Group stands out in the technology industry with its commitment to high-end innovation and leading the way in delivering integrated ICT and Cellular Network services in Pakistan, all rooted in our journey of Culture Transformation Change Management. PTCL Group actively cultivates an inclusive diverse culture that values and uplifts every individual, regardless of their gender, social background, religion, belief, or disability.

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📊 Data Science & AI

Trainee Procure to Pay at Telenor

Trainee Procure to Pay

🏢 Company:
Telenor
📍 Location:
Islamabad, Islāmābād, Pakistan
💼 Job Type:
Full-time
⏱️ Employment:
Full-time

💰 Compensation

Not specified

📋 Job Description

Position Title: Trainee Procure to PayReporting to: Manager P2P Job Group: Trainee Location: IslamabadCompany: Telenor Shared Services Pakistan Pvt Ltd.Tribe: Finance ProcurementSquad: Procure to PayWhy you should join Telenor Shared Services PakistanWhy you should join Telenor Shared Services Pakistan At Telenor Shared Services Pakistan, we give you the opportunity to become a skilled professional in your field. We can help you to realize your dreams in an environment of diversity, inclusivity, and openness.About Telenor Shared Services PakistanTelenor Shared Services Pakistan delivers transactional business services in the areas of Finance Accounting and IT. Together with Telenor GSS Norway it delivers efficient business support to Telenor employees to make their work easier.Position RelatedThis role is responsible for processing of invoices and payments under the Procure to Pay process in business area Denmark. This includes invoice management, PO matching, dispatching, exception handling and payment, taxation compliance and allied reconciliations for delivering services to the in-scope business units. This role will deliver as per the agreed KPIs for P2P process. Follow-ups, Month end closing and preparation of month end reports for the controllers/BUs are also part of this role.GoalsProcess transactions as per Standard operating procedures in FUSION/COUPA/MS DYNAMICS.Adhere to agreed SLAs KPIs.Identify and implement process improvement initiative.Follow-up of open invoices.Support month end closing activities.Have a customer centric approach in problem resolution and improve customer experience by providing solutions promptly.Handle service desk second line support for P2P and help to achieve NPS target of P2P.Making sure the ICFR controls related to P2P are complied.Focus on communication and presentation skills.Your typical day at workScrutinizing invoices and getting them registered in FUSION/COUPA/MS DYNAMICSProcessing of invoices through matching process in FUSION/COUPA/MS DYNAMICSProcess invoices as per agreed SLA/OLAComplying with tax rules relating to TelenorHandling queries regarding invoice and payments from business unitMaking sure that reports related to ICFR controls are sent to the customers on timeCoordinating and reconciliation of unapproved and unpaid invoicesCoordinating with vendors / suppliers on payment of their invoices and issuesCoordinating and reconciliation with the R2R and O2C process at MECDocumentation and updating of SOPs, SoW and DTPsCompliance to IFRSSupporting internal and external audits of business unitsDelivering on ad hoc projects and tasks as and when requiredCoordinate with IT to for resolution of technical issuesAdhoc tasks assigned by team leadProcessing Payment for ready to pay invoices Note: Above goals and job descriptions are indicative and subject to change.Eligibility Criteria Education:ACCA or CA-Inter, ICMA Bachelors or Masters degree in Finance / Accounting.Work experience:0-1 years of experience at reputable organization / shared services / MNCs / internshipAbility to communicate in international languages will be an advantageFunctional Skills / Knowledge AreasGood communication interpersonal skillsAbility to communicate effectively in English (verbal and written)Ability to handle heavy workload efectively and efficientlyReady to accept challenges and meet stringent deadlinesKnowledge of FUSION and COUPA is a requirementUnderstanding of Telenor P2P operations along with the tools is desirableUnderstanding of P2P process.Potential Career PathHorizontal and vertical growth within organizationFinance, business planning and sourcing position Position Title: Trainee Procure to Pay Reporting to: Manager P2P Job Group: Trainee Location: IslamabadCompany: Telenor Shared Services Pakistan Pvt Ltd.Tribe: Finance Procurement Squad: Procure to Pay Why you should join Telenor Shared Services Pakistan

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📊 Data Science & AI

Data Scientist at NorthBay Solutions

Data Scientist

🏢 Company:
NorthBay Solutions
📍 Location:
Karāchi, Sindh, Pakistan
💼 Job Type:
Full-time
⏱️ Employment:
Full-time

💰 Compensation

Not specified

📋 Job Description

Job Title: Data ScientistLocation:KarachiJob Type:Full-time, (Hybrid)Job Description:NorthBay is seeking a skilled Data Scientist with 4 years of professional experience to join our team. The ideal candidate will have hands-on experience in data processing, visualization, and structuring, along with practical exposure to Large Language Models (LLMs) and agentic AI systems. You will work on designing intelligent data workflows, integrating AI models, and developing predictive analytics to support business decision-making. Strong analytical, problem-solving, and communication skills are essential, as the role involves close collaboration with cross-functional stakeholders.Key Responsibilities:Design, implement, and optimize LLM-powered features and agentic AI workflows.Develop and maintain data pipelines for extracting, structuring, and processing large datasets.Integrate LLMs (e.g., GPT, Claude, Gemini, Llama) into data workflows to enhance automation and insight generation.Collaborate with technical and business teams to identify opportunities for LLM and agentic AI adoption in operational processes.Build Python-based tools and scripts for data manipulation, visualization, and decision automation.Utilize relational databases (SQL Server, MySQL, etc.) for data extraction and analysis.Research and evaluate modern open-source and proprietary AI/ML models to support project requirements.Implement monitoring and automated data validation processes to ensure quality and scalability.Contribute to GenAI initiatives and experimentation with emerging AI frameworks.Requirements:4 years of professional experience in data science, data engineering, or AI-focused roles.2 years of hands-on experience working with LLMs (GPT, Claude, Gemini, Llama, etc.) and agentic AI systems.1 year of experience working with relational databases (SQL Server, MySQL, PostgreSQL, etc.).Strong proficiency in Python for data manipulation, automation, API integration, and prompt engineering.Experience with data structuring, cleaning, processing, and visualization tools.Experience building and deploying data-driven or AI-assisted solutions.Good-to-have: Exposure to .NET for application integration or workflow development.Strong communication skills with the ability to translate technical findings into actionable business insights.If you meet the above qualifications and are excited to work on innovative AI-driven data solutions, we encourage you to apply and join our team! Location:Karachi NorthBay is seeking a skilled Data Scientist with 4 years of professional experience to join our team. The ideal candidate will have hands-on experience in data processing, visualization, and structuring, along with practical exposure to Large Language Models (LLMs) and agentic AI systems. You will work on designing intelligent data workflows, integrating AI models, and developing predictive analytics to support business decision-making. Strong analytical, problem-solving, and communication skills are essential, as the role involves close collaboration with cross-functional stakeholders. Design, implement, and optimize LLM-powered features and agentic AI workflows.Develop and maintain data pipelines for extracting, structuring, and processing large datasets.Integrate LLMs (e.g., GPT, Claude, Gemini, Llama) into data workflows to enhance automation and insight generation.Collaborate with technical and business teams to identify opportunities for LLM and agentic AI adoption in operational processes.Build Python-based tools and scripts for data manipulation, visualization, and decision automation.Utilize relational databases (SQL Server, MySQL, etc.) for data extraction and analysis.Research and evaluate modern open-source and proprietary AI/ML models to support project requirements.Implement monitoring and automated data validation processes to ensure quality and scalability.Contribute to GenAI initiatives and experimentation with emerging AI frameworks. Design, implement, and optimize LLM-powered features and agentic AI workflows.

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📊 Data Science & AI

AWS AI Intern (C-0425123) at Cloudelligent

AWS AI Intern (C-0425123)

🏢 Company:
Cloudelligent
📍 Location:
Islamabad, Islāmābād, Pakistan
💼 Job Type:
Internship
⏱️ Employment:
Internship

💰 Compensation

Not specified

📋 Job Description

Cloudelligent is looking for enthusiastic candidates for the position of AWS AI Intern Intern.Position Title:AWS AI InternJob Timings:6:00 pm to 3:00 am PKT, On-siteLocation: LahoreAbout CloudelligentCloudelligent is Cloud-native consultancy and AWS Advanced consulting partner! We specialize in providing bespoke cloud solutions to Startups SMBs. Being a next-gen cloud service provider, Cloudelligent helps businesses to make the most out of their cloud investment. We have an international footprint with a diverse team of domain experts, and we are customer obsessed.RequirementsComputer science, software engineering or related field graduates are eligible to apply.General understanding or familiarity with cloud platforms, preferably AWS.Familiarity with AI/ML frameworks.Basic understanding of cloud-based AI services and interest in exploring AWS data services.Eagerness to learn emerging AI tools and technologies.Can-do and a proactive attitude towards assigned tasks.An immense desire for learning.Availability to work in US timings is required.Additional InformationPaid internship.Prospect of full-time employment based on satisfactory performance during the internship period. AWS AI Intern 6:00 pm to 3:00 am PKT, On-site Location: Lahore About Cloudelligent

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📊 Data Science & AI

Senior Product Manager – AI Ticketing Solutions (Onsite, Lahore, PKR Salary) at HR POD Careers

Senior Product Manager – AI Ticketing Solutions (Onsite, Lahore, PKR Salary)

🏢 Company:
HR POD Careers
📍 Location:
Lahore, Punjab, Pakistan
💼 Job Type:
On-site
⏱️ Employment:
Full-time

💰 Compensation

Not specified

📋 Job Description

Requirements:Degree in Computer Science, AI, or a technical-related field.4-7 years of PM experience, including at a Senior level in Business SaaS, Business workflows/automations, ITAM/ITSM, or AI-powered products.Demonstrated ability to build plans composed of multiple engines, services, or components.Ability to break down ambiguous problems into well-structured workflows and systems.Conceptual grasp of IT solutions and AI/ML workflows; comfortable engaging with APIs, data models, and analytics tools.Thrives on ambiguity, loves technology, goal driven (owns the outcome), data-driven, customer obsession/research, bias toward action.Excellent communication, collaboration, and leadership skillsExperience building Agentic AI systems or ITAM/ITSM systems, startup or hyper-growth experience.Responsibilities:Define how LLMs, tools, agents, and knowledge systems work together to power an ITSM CoPilot.Own the model for autonomous resolution, including intent detection, agent orchestration, guardrails, knowledge integration, and human escalation.Establish principles for safety, accountability, and predictable agent behavior.Run rapid discovery cycles using user interviews, workflow observation, competitive research, and AI capability testing. Document problem statements, hypotheses, and impact sizing before solutioning.Translate complex IT workflows (onboarding, troubleshooting, ticket resolution) into structured sequences where humans, systems, and AI agents collaborate.Deliver in short cycles, produce MVPs, wireframes, scripts, or low-code demos within weeks.Use AI tools, pre-trained models, and no-code stacks to validate ideas quickly.Design research, build measure loops to validate or discard hypotheses.Monitor qualitative and quantitative feedback to support fast course corrections.Make directional bets, pivot quickly when hypotheses fail, and communicate changes transparently.Lead a cross-functional team around monthly OKRs aligned with the North-Star metric.Ensure the team focuses on high-impact problems rather than easy tasks.Provide clear monthly summaries covering direction, risks, experiments, learnings, and next-sprint plans.Coach PMs on hypothesis-led decision-making and ownership of outcomes.

Senior Product Manager – AI Ticketing Solutions (Onsite, Lahore, PKR Salary) at HR POD Careers Read Post »

📊 Data Science & AI

Consultant 2 – Sustainability Analyst – Sustainability Consulting – Karachi at EY

Consultant 2 – Sustainability Analyst – Sustainability Consulting – Karachi

🏢 Company:
EY
📍 Location:
Karachi Division, Sindh, Pakistan
💼 Job Type:
Full-time
⏱️ Employment:
Full-time

💰 Compensation

Not specified

📋 Job Description

At EY, youll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture, and technology to become the best version of you. And were counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all.As a global leader in assurance, tax, transaction, and advisory services, we hire and develop the most passionate people in their field to help build a better working world. This starts with a culture that believes in giving you the training, opportunities, and creative freedom to make things better. This is what makes us different, and renders working here a unique, lifetime experience.EY Ford Rhodes Chartered Accountants is a member firm of Ernst Young Global Limited (EYGL) providing Assurance, Tax, Consulting and Strategy Transaction Advisory services to our clients, both global and local, operating out of or seeking advice on doing business in Pakistan. With its Principal Office in Karachi and branches in Lahore and Islamabad, EY Ford Rhodes has been operating in Pakistan since 1948.Sustainability AnalystData Analysis Reporting Collect, validate, and analyse sustainability data using tools like Excel and other data analysis tools.Project Coordination Implementation Support execution of sustainability initiatives aligned with clients ESG strategies.Stakeholder Engagement Collaborate with internal teams and external partners to drive adoption of sustainability programs.Research Insights Conduct market research and benchmarking on emerging sustainability trends and best practices.Business Development: Contribute to Proposals and Business prospecting.Sustainability Strategy Execution Assist in emissions tracking, sustainability reporting, and strategy development.QualificationsBachelors degree in Engineering, Accounting Finance, Environmental sciences, Economics, or Sustainability.Minimum 12 years of relevant work experience.Skill Requirements:Analytical and problem-solving skills with ability to work on complex data sets.Technical proficiency in Excel, PowerPoint, Canva, and data analysis tools.Knowledge of GHG Protocol, IFRS S1 S2, GRI, Science-Based Targets.Excellent communication and stakeholder engagement skills.What We Look ForWere interested in highly motivated talented individuals with a strong willingness to think outside of the box. You can expect plenty of autonomy in this role, so youll need the motivation to take initiative and seek out opportunities to improve our current relationships and expand our business in the evolving market. If youre serious about consulting and ready to take on some of our clients most complex issues, this role is for you.What we offerWe offer a competitive compensation package where youll be rewarded based on performance and recognized for the value you bring to our business. Plus, we offer:Continuous learning: Youll develop the mindset and skills to navigate whatever comes next.Success as defined by you: Well provide the tools and flexibility, so you can make a meaningful impact, your way.Transformative leadership: Well give you the insights, coaching and confidence to be the leader the world needs.Diverse and inclusive culture: Youll be embraced for who you are and empowered to use your voice to help others find theirs.If you can demonstrate that you meet the criteria above, please contact us as soon as possible.The exceptional EY experience. Its yours to build.EY Building a better working world.EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform, and operate.Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today. Sustainability Analyst Data Analysis Reporting Collect, validate, and analyse sustainability data using tools like Excel and other data analysis tools.Project Coordination Implementation Support execution of sustainability initiatives aligned with clients ESG strategies.Stakeholder Engagement Collaborate with internal teams and external partners to drive adoption of sustainability programs.Research Insights Conduct market research and benchmarking on emerging sustainability trends and best practices.Business Development: Contribute to Proposals and Business prospecting.Sustainability Strategy Execution Assist in emissions tracking, sustainability reporting, and strategy development. Data Analysis Reporting Collect, validate, and analyse sustainability data using tools like Excel and other data analysis tools. Project Coordination Implementation Support execution of sustainability initiatives aligned with clients ESG strategies.

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📊 Data Science & AI

Trainee / Semi Senior Accountant at ACCA Careers

Trainee / Semi Senior Accountant

🏢 Company:
ACCA Careers
📍 Location:
Islamabad, Islāmābād, Pakistan
💼 Job Type:
Full-time
⏱️ Employment:
Contract

💰 Compensation

Not specified

📋 Job Description

Maintain financial records (Bookkeeping) using various software (Xero, Quick book, VT, Sage 50 and Excel)Analyze financial data using different analysis tools and techniquesPrepare financial statements with disclosures required by FRS-105 and FRS-102Compute Corporation Tax according to UK tax legislationDraft letters and other necessary documents for correspondenceSubmit financial statements and corporation tax returns with Companys House and HMRCPrepare VAT returns according to UK VAT legislationPrepare individuals personal income tax returns according to UK tax legislationUpdate monthly payroll using Sage 50 payroll softwareRequirementsACCA Affiliate/Finalist or BS Accounting Finance qualifiedExperience in UK based firm is preferredExpertise in Xero, Sage 50, Quickbooks and Excel are preferred.Minimum 1 year experience in a reputable organization in a similar roleStrong analytical, communication, and computer skillsUnderstanding of accounting and financial processesEthical and professional behavior Maintain financial records (Bookkeeping) using various software (Xero, Quick book, VT, Sage 50 and Excel)Analyze financial data using different analysis tools and techniquesPrepare financial statements with disclosures required by FRS-105 and FRS-102Compute Corporation Tax according to UK tax legislationDraft letters and other necessary documents for correspondenceSubmit financial statements and corporation tax returns with Companys House and HMRCPrepare VAT returns according to UK VAT legislationPrepare individuals personal income tax returns according to UK tax legislationUpdate monthly payroll using Sage 50 payroll software Maintain financial records (Bookkeeping) using various software (Xero, Quick book, VT, Sage 50 and Excel) Analyze financial data using different analysis tools and techniques Prepare financial statements with disclosures required by FRS-105 and FRS-102

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