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    2,000 payroll of accounting jobs found, pricing in USD

    ...small business owners. The primary goal of this tool is to provide real-time cash flow updates to the users. Key Functionalities: - Real-time Cash Flow Updates: The tool should be able to provide real-time monitoring and reporting of cash flow changes. User Data Input: - Integrating with Accounting Software: The tool should allow users to input their financial data by directly integrating with their existing accounting software like quickbooks. Ideal Skills: - Proficiency in SaaS tool development using a no code tool flutterflow - Experience with real-time data processing - Previous work on financial reporting tools - Familiarity with integrating systems with accounting software User journey - Register with Google account - link with accounti...

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    I need a detail-oriented professional to help with my bookkeeping and prepare financial statements using Excel. Key Responsibilities: - Regularly update my Excel spreadsheets with day-to-day transactions - Prepare monthly financi...Regularly update my Excel spreadsheets with day-to-day transactions - Prepare monthly financial statements for my business Ideal Skills & Experience: - Strong Excel skills, including advanced functions and formulas - Experience in bookkeeping and financial statement preparation - Attention to detail and a good understanding of accounting principles Please note: - The role is likely to require around 10 hours of work per month - I may consider transitioning to a more robust accounting software in the future, so experience with ...

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    As a growing business, I need a finance and accounting expert to assist me in streamlining our financial processes and managing our budget. Key Responsibilities: - Streamlining Financial Processes: I'm looking for someone who can review our current processes and suggest improvements. You should have experience in implementing efficient financial workflows. - Analyzing Financial Data: You'll be responsible for analyzing our financial data, looking for trends, discrepancies, or areas of improvement. Being able to provide recommendations based on this analysis is essential. - Creating Accurate Financial Reports: You'll be expected to prepare financial statements and reports that are accurate and easy to understand, helping me make informed decisions for the busin...

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    User Authentication: User Interface: - Implement role-based access control to ensure that users only have access to features relevant to their roles within the company assigned by administrators and ca...are reviewed and approved by the appropriate authorities. - Include a calendar view and yearly holiday calendar to facilitate easy leave scheduling and tracking for both employees and administrators Attendance Management: - Record employee attendance through methods biometric devices and employees can view their hours worked, breaks, and overtime. Customizable Payroll Management: - Designate authorized users to manage payroll processes like uploading or deleting payslips for each employee and Allow employee access to payslips to download and view their current and past...

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    2 data gathering and 3 dynamic excel model and part 6 evaluation performant and learning have a second excel with ways to improve

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    I'm looking for a skilled data scientist to assist with a project that involves detailed statistical analysis and modeling using R. The eventual goal is to present these findings i...accessible manner through data visualizations. Ideal Skills & Experience: - Proficiency in R programming - Strong statistical modeling background - Experience with data visualization techniques - Ability to create detailed reports - A firm grasp of accounting principles would be a plus, but not required. This project will require someone who can take raw data and transform it into valuable insights, with the ability to convey these insights in an engaging, comprehensible manner. If you are comfortable with both the technical and reporting aspects of data science, I would love...

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    I'm in need of a Freelancer Bench Sales Recruiter who will focus on the IT bench sales for my company. Sr. Bench Sales Recruiter - Freelance (Commission Basis) Remote This is not a salaried position Need Senior/Experienced Bench Sales recruiters who can submit our candidates to Prime vendors and Direct clients. will pay commission per placement. This person can also bring in any other consultants on our payroll (Separate incentives for this) We don't need anyone who works on Job boards. Need someone with strong relationship in the market Job Types: Part-time, Freelance Ideal Skills and Experience: - Proven experience in IT Bench Sales recruitment is a must. - Strong network in the IT industry and access to potential candidates. - Proficiency in utilizing ...

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    ...platform capable of providing web and aap based services for product owner and client user interface, with the following functionalities: 1. Recruitment and Applicant Tracking: Streamline the recruitment process, from job posting to candidate selection, with robust applicant tracking capabilities. 2. Employee Onboarding and Offboarding: Simplify the onboarding and offboarding processes for new and departing employees, ensuring a seamless transition. 3. LLM-Based AI Automation System: Develop an AI-powered system to schedule and conduct initial screening phone calls and first-round interviews with candidates. The system should generate comprehensive reports based on the conversation. 4. Payroll and Accounting Tool: Integrate a payroll and accounting too...

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    I'm in need of an efficient and reliable Admin Assistant with a strong grasp of Indian accounting practices and taxation. Key Responsibilities: - **Using Tally:** Proficiency in Tally is a must as you'll be managing day-to-day bookkeeping, tax filing and management. Familiarity with other accounting software is a plus. - **Handling Data and Staff:** You'll need to collect data from clients and assign tasks to other staff members as well as handling some tasks yourself. - **Timeframe:** This will be a daily commitment, so someone with flexible availability or who can assure daily support is preferred. Ideal Candidate: - **Accounting Expertise:** Prior experience in Indian accounting and taxation is crucial. - **Software Proficienc...

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    I'm in need of a seasoned bidder, experienced in Bidding . I will offer 10% Per client to them Key responsibilities include: - Managing bidding for all accounting and bookkeeping related projects. - While there’s no pressing time limit, maintaining consistent activity and regular bidding is necessary. Your knack for securing bids and your deep understanding of accounting will be integral in driving my project's success. Let's connect if this sounds like you.

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    I'm in need of a seasoned mathematician with specialized expertise in probability and statistics. Your role will involve undertaking a statistical data analysis project. Ideal Skills & Experience: - Strong background in probability and statistics - Proficiency in analyzing statistical data - Excellent problem-solving skills - Attention to detail - Prior experience in similar projects. Your keen grasp of the financial/accounting & mathematical principles involved in probability. You have only 1 question to answer, that's the project.

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    We are a newly established accounting services startup in the UK, operating remotely from India. Currently, we are seeking a UK-based business partner to collaborate with us. There will be no obligations, contracts, or workload involved; our primary requirement is simply for someone based in the UK. The individual should feel at ease with sharing their contact number and address on our website and social media channels. This person will assume the role of company secretary and will receive a 25% share of the total sales revenue.

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    I need a dependable, detail-oriented accountant with an intermediate level of experience specializing in bookkeeping and financial statement preparation. Key responsibilities: - Reliable bookkeeping. - Comprehensive preparation of financial statements. Ideal candidate should have: - Proficiency in QuickBooks accounting software. - Demonstrated ability to handle bookkeeping and state financial statements efficiently.

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    ...Master's student of Professional Accounting, aspiring to work with a large, reputable company after graduation, ideally within Australia. To bridge the gap between academia and industry, I am seeking freelance opportunities that will allow me to apply my academic knowledge to real-world accounting projects and build a professional portfolio that stands out to big companies. To achieve this, I'm looking for experienced freelancers who can guide me in the following areas: - Identifying freelance opportunities that match my skill level and academic schedule. - Mentoring on practical accounting tasks, industry-standard software, and effective work strategies. - Networking with professionals and companies in the accounting and tech sectors. - Adv...

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    I'm seeking a professional who can help me leverage Azure OCR Document Intelligence in order to automate the data entry process for a set of invoices. Requirements: - Utilize Azure OCR for extracting text from invoices - Implement an automated system for data entry based on the extracted text Integration: - I require the system to be integrated with my accounting software. Ideal Skills: - Proficiency in working with Azure OCR Document Intelligence - Strong experience in automating data entry processes - Prior work in accounting software integration is a plus

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    I'm in need of a customised tool that can perform data analysis for customer behavior data. Key Features: - Data Analysis: The tool should be able to analyze customer behavior data and present it in a clear and understandable manner. Integration: - API Integration: The tool should be able to integrate with our accounting software via API. Ideal Skills: - Experience with custom tool development - Proficiency in data analysis and visualization - Familiarity with API integrations - Previous experience with customer behavior data a plus.

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    I need a professional with experience in Odoo to implement accounting reports in Odoo saas~16.3+e (Enterprise Edition). The reports should be exportable as XLSX or CSV files. Required Reports: 1- Account Payables Display tabs for each supplier. Information on invoices issued, quantity, and payment dates. 2-Inventory Summary Display existing inventory as of a specific date. Price and cost information. 3-Sales Tax Display total sales within a specified time period. Consider both taxed and untaxed sales. Additional Features: *Ability to specify dates for the report results. Example: For the "Inventory Summary FEB 2024" report, be able to search for results for January or other previous months. Access and Meeting: Upon project acceptance, access to our Odoo system wi...

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    I'm looking for a proficient developer to create an advanced HRMS module for Dolibarr v18. This module should streamline the following key aspects: * Employee Management: This s...evaluations, and leave management. * Time and Attendance tracking: A robust tracking system is required. It should have a clock-in and clock-out feature, calendar integration for scheduling, and sync with biometric devices for comprehensive attendance tracking. * Payroll management: This feature is also critical. Ideal freelancers for this job should have significant experience in Dolibarr, HRMS systems, and integrations with biometric devices. Understanding of the employee lifecycle management is also beneficial. Please provide details of similar projects you've worked on, as well...

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    ...workers: - Employee attendance tracking - Leave management - Payroll processing In addition to these functionalities, I would like the system to generate the following types of reports: - Financial report - Leaves and attendance reports The ideal freelancer for this project will have experience developing HR Management Systems, understanding of payroll systems, and excellent knowledge in varying report generation. Knowledge of regional labor laws and standards would be a major plus. The overall goal is to have a system that offers a comprehensive snapshot of our HR activities. Leaving room for future modifications is a must, based on the evolving needs of the organization. Your bid should reflect a full understanding of th...

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    ...clients, maintaining a clear and detailed record of their financial transactions. - Prepare and plan taxes for the clients, keeping in line with all relevant U.S. tax laws and regulations. - Process payrolls for the clients, ensuring timely and accurate payments to their employees. Skills and Experience Required: - Extensive experience using Quickbooks, particularly in a professional accounting capacity. - Proficient in Bookkeeping, Financial Reporting, Tax Preparation and Payroll Processing. - Strong knowledge of U.S. accounting and taxation laws. - Excellent attention to detail and accuracy in financial data management. - Good communication skills and ability to liaise with clients effectively. If you have a strong background in accounting,...

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    I am in need of a skilled accountant who can prepare a Profit and Loss statement, Balance Sheet, and Trial Balance. As a retail business owner, understanding our financial position is essential. Key responsibilities include: - Creating P&L statements - Drafting balance sheets - Concocting trial balances The ideal candidate would have experience in retail accounting, giving them the ability to understand the specific needs of my business quickly. Please note the frequency of this task is undetermined at this time, to be discussed after engagment. Your flexibility and willingness to adapt to change is important. I look forward to a productive partnership.

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    ...company located in the Sea to Sky corridor. There is no shortage of work in this beautiful part of the world. We are at the stage where we need an autonomous, experienced tax professional to help our clients to file their taxes. Main Responsibilities: - Prepare T1, T2, T3, T4, T5 returns in TaxCycle with little oversight - Advise team members and clients on Canadian tax strategy - Maintain knowledge of Canadian tax laws - Assist with client communication as needed Other Responsibilities (could include): - Prepare and maintain financial records, including general ledger accounts, financial statements, and other reports - Assist with month-end and year-end close processes - Perform bank reconciliations and ensure accuracy of financial data - Conduct account...

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    Looking for a skilled freelancer to develop a comprehensive HRMS and Payroll System. The ideal candidate should have expertise in coding and designing robust systems to manage human resources and payroll efficiently. If you're ready to take on this challenge and deliver a top-notch solution, let's connect! #FreelanceOpportunity #HRMS #PayrollSystem #Coding

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    I need a list of 5,000 unique contacts in the United States of Businesses that meet the following criteria: 1. Service Based (Consulting, Coaching, Accounting, Legal, Event Management, Engineering, Financial Services, Insurance) 2. Less than 5 years old 2. Less than 5 employees The file should contain: 1. Company Name 2. Industry 3. First Name 4. Last Name 5. Title 6. Phone Number 7. Email Address 8. City 9. State/Province

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    I require a detailed, easy-to-use Excel invoice template. The main features needed include: - Line items for produc...items for products or services delivered: It's crucial that you add functionality for categorizing and detailing all the products or services delivered within the invoice. - Contact Information of both parties: The invoice must have dedicated sections to clearly present contact information of both the issuing and receiving party. - 1 page invoice in A4 size (fixed) with calculations based on user input amount. It's beneficial if you have profound knowledge of Excel and understand accounting principles to design the template in a highly organized and straightforward manner for ease of accounting tasks. Prior experience ...

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    ...a single dashboard, providing property owners and maintenance staff with a consolidated view of all aspects of property management. Key Features: Maintenance Request Tracking: The app should allow users to submit, track, and manage maintenance requests. This feature will streamline the handling of various maintenance issues and improve efficiency. Accounts Tracking: The app should have an intuitive accounting system for financial tracking and record keeping. It should provide easy access to financial data. Implementation: The maintenance request tracking and accounts tracking functions should be seamlessly integrated into a single dashboard. This will provide users with a consolidated view of all property management operations, making it easier to...

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    I'm in search of a skilled accountant who can help me with weekly bookkeeping tasks for my business. Key Responsibilities: - Manage bookkeeping on a weekly basis - Transition process from MYOB to Xero Ideal Skills and Experience: - Strong bookkeeping skills - Proven experience with MYOB and Xero - Understanding of small business accounting needs A high attention to detail and reliability are critical for this role. I'm looking forward to building a productive working relationship.

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    I'm in need of a highly skilled instructor with advanced accounting knowledge to develop educational video tutorials for my YouTube channel. The primary focus will be on financial accounting topics. Key Responsibilities: - Creating engaging, informative video tutorials - Presenting complex financial accounting concepts in an easily understandable manner Given the nature of this project, it would be ideal if you have: - Advanced knowledge in accounting, specializing in financial accounting - Experience in teaching or tutoring, preferably in creating e-learning content - An ability to simplify complex concepts into digestible content - Proficiency in creating video tutorials, from scripting to presentation. Your insights and expertise...

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    As a growing company, I'm looking for an experienced financial analyst who can help analyze the liabilities on our balance sheet - specifically debt, payroll liabilities, and accounts payable. Ideal candidates will have: - Extensive experience in financial analysis, particularly on balance sheets and liabilities - Deep understanding of debt analysis, payroll liabilities and accounts payable - Ability to provide actionable insights based on the analysis - Strong communication skills to explain complex financial data in a clear and concise manner

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    I'm in need of a skilled auditor who can perform a comprehensive audit to ensure our financial practices meet the standards set by the PCAOB. This is crucial to maintain our compliance and safeguard our reputation. Key Requirements: - The primary goal of this audit is to ensure compliance with accounting standards, particularly in the banking and finance sector. - The final report should provide a detailed, yet concise summary of key findings. Ideal Skills and Experience: - Certified Public Accountant (CPA) with a solid understanding of PCAOB standards and compliance requirements. - Proven experience in conducting compliance audits, especially in the banking and finance sector. - Excellent report writing skills to deliver a clear, concise, and acti...

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    I'm in need of a skilled bookkeeper who's proficient in Xero. The ideal candidate will have experience handling a variety of tasks, including: - Invoicing and payments - Expense tracking - Payroll processing I have 2 bank accounts that require reconciliation. The perfect freelancer for this job will have a comprehensive understanding of accounting principles and be able to manage bookkeeping tasks with precision and attention to detail. Please highlight your experience with Xero in your proposal.

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    Verbal Performance Review 4 days left
    VERIFIED

    I am seeking expert-level assistance in writing a performance review to improve the efficiency of approval of time-card process within the deadline. The current recurrent issue is timecard approvals often not being done on time or missing punches. This severely impacts the operational efficiency, and payroll processing for all the employees and I need a plausible solution to remedy this. Key Requirements: - Introduce measures to prevent frequent delays in approving timecards. - Create reminders for the employees to approve time and make necessary corrections in case of missed punches. - Build a smart reminder system for the employee to review timecards

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    ...currently in need of a highly skilled and experienced senior software developer to create complete cloud-based HRMS attendance and payroll software. Key Features: - Time Tracking: Essential for accurately recording hours worked. - Leave Management: Allowing HR to monitor and control employee leave effectively. - Shift Scheduling: Facilitating efficient scheduling and management of employee shifts. - Payroll Functionality: A critical component, ensuring accurate and timely processing of employee salaries and wages. It's beneficial if you have experience in creating applications that may need to potentially interact with existing payroll or HR systems in the future. However, specific integration with these systems at this point is undecide...

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    I'm in need of a custom Android application that will help me manage my daily tasks and keep track of my expenses and income. I'm aiming for simplicity and user-friendliness, as the app is for personal use only. Key Features: - Task Scheduler: - Ability to set reminders: I'd like to be reminded of important tasks or events. - Task prioritization: It should allow me to prioritize tasks based on their importance. - Task categorization: I need to categorize tasks according to their nature or urgency. - Expense Tracking: - Manual entry of expenses: I'd like the app to have a simple interface where I can manually input my expenses. - Categorizing expenses: The app should allow me to categorize my expenses for better organization. I&#...

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    Job Costing -- 2 7 days left

    I need someone with accounting knowledge to copy instructions from a video onto paper. The video is about job costing and necessary journal entries and you will need to write each step down exactly as the shown in the video. Only apply if you can start right away as I need this job done fast.

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    Job Costing 7 days left

    I need someone with accounting knowledge to copy instructions from a video onto paper. The video is about job costing and necessary journal entries and you will need to write each step down exactly as the shown in the video. Only apply if you can start right away as I need this job done fast.

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    I require a freelancer with strong accounting knowledge, specifically in job costing, to help me transcribe the steps and procedures from a job costing video into clear, written instructions. You will need to watch and understand the content then transcribe it with meticulous care and attention to detail.

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    ...3.5 million entries from an accounting firm's datasets and should follow the CRISP-DM framework. Responsibilities: - Data cleaning and preprocessing: Ensuring data is correctly formatted and that outliers, missing values, or inaccuracies are dealt with. - Exploratory data analysis: Extracting insights from the datasets, visualizing trends and discovering correlations. - Model development and evaluation: Carrying out predictive modeling and anomaly detection. Specifically, identifying potential financial transaction anomalies. More about the project: The goal is not predefined and can range from predictive modeling to anomaly detection based on what is discovered in the exploratory data analysis. Ideal Skills: - Proficiency in R Studio and understanding of data m...

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    ...on Xero accounting software is at an intermediate level. I'm open to learning from a professional who can help me elevate my understanding particularly in Invoice Management. This one-on-one training session should cover best practices, tips, and crucial functions for efficient use of the Invoice Management feature in Xero. I'm looking to deepen my understanding of how to operate this system effectively, in order to streamline my operations and financial reporting. Freelancers interested in bidding for this project should have: - Extensive experience with the Xero Accounting Software - Proven expertise in training others to use the Invoice Management function - Strong communication skills, with an ability to explain complex concepts in an easy-to-...

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    I am in need of a proficient Excel expert who can create a custom spreadsheet for me. This spreadsheet will help in calculating the overtime rates for my 6 employees on a monthly basis. Key Requirements: - The Excel sheet should calculate 3 types of overtime rates: standard (1x), holiday (2x), and evening/weekend (1.5x) - The formulae should be designed to take into account that an employee works a 40 hour basic week with typical overtime of between 1-20 hours. - The sheet should take into account that the employees are not paid for 30mins of travel time to and from work, the employees tell me what time they left home, arrived at site, left site and arrived home. - Standard hours are 08.30-17.00 Mon-Fri with a 0.5hour unpaid break and a 0.5 hour unpaid break if...

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    ...parts for coal and wood fires, this is a business that is reducing overtime, due to environment issues, however, the stove market has recently had a mini boom due to gas prices being high with a record number of new stoves being sold over the last 3 years (we do not sell new stoves, just the parts for these stoves). We expect to see at least another 5 years from this business. We have been told by our current developers we should look at a google shopping program, however, we are concerned the margins are not in the products to compete in this market. We believe there is another way of increasing our business which is to introduce a referral program to those already connected and have a relationship to the business (ie chimney sweeps and stove installers and coal merch...

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    I need an accountant to manage tax related accounting tasks specifically GST and TDS filing for my 11-20 clients. - Responsibilities: - Filing GST returns - Filing TDS returns - Periodic accounting in tally for selected clients - Income tax return filing - Coordinating with clients on monthly basis for the documents The majority of my clients have less than 70 transactions per month and I use tally software, thus a good grasp of tally software and excel is necessary to handle the above tasks. - Skills and Experience: - Gst return filing experience - Proficient in tally software - Experience with handling multiple clients simultaneously - Knowledge of GST and TDS filing systems appeciated. This is an ongoing project and I am looking...

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    I'm looking for an experienced Odoo expert to carry out a fresh installation of Odoo 17 on AWS. The core functionalities needed for the business are focused on Payroll, Human Resources, and Documents. Key Tasks: - Install Odoo 17 Community edition on AWS. - Set up and configure necessary applications within Odoo 17, specifically focusing on Payroll, Human Resources, and Document management. Required Skills: - Expert knowledge and demonstrated experience with Odoo - Familiar with AWS infrastructure - Proven ability to setup and configure Odoo modules

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    As a business owner, I'm seeking a skilled digital marketer to manage my company's Ads campaign of lead generation among general consumers. As a Coaching Company we train people on A.I tools like Power BI. We sell our certification course at the most affordable price & certify people as Power BI Expert. Our Audiences are Working Professionals in IT, Sales, Operations, Management, Finance, Accounting, etc. Your Job: - Identifying potential Consumer leads by running free workshop campaign - Giving Quality of leads who can convert after attending our free workshop Milestone : -Quality Leads Target Required Skills and Experience: - Proven track record of successful lead generation in the technology industry - Familiarity with lead generation...

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    I need a professional to help me with GST/Billing functionalities in my Tally accounting software. Key Tasks: - Assist in utilizing Tally's GST/Billing features effectively - Ensure my business's accounting is compliant with GST guidelines - Provide guidance and support on how to manage billing efficiently Ideal Skills and Experience: - Proficiency in Tally accounting software - Extensive experience with GST/Billing - Strong understanding of accounting principles - Good communication and teaching skills Customization of GST/Billing reports is not required, but I appreciate any suggestions or best practices you might have in this area. Your ability to deliver clear, comprehensive guidance and support is crucial.

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    I'm in need of an experienced accountant who specializes in tax preparation, more specifically under Germany's individual income tax rules. The key responsibilities of this role include: - Expertise in Germany's individual income tax laws - Prepare and review tax payments - Ensure compliance with German tax laws While knowledge of specific tax software is not mandatory, familiarity with commonly used tax preparation software will be highly regarded. Proven work experience in a similar role and sound understanding of accounting and tax preparation are both prerequisites for this job. A Certified Public Accountant (CPA) or enrolled agent (EA) qualification would also be a bonus.

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    ...talented freelancer to help us find 100 beta testers for our revolutionary all-in-one business management software, UnitaskerPro. With features spanning project management, CRM, HRM, payroll, recruitment, asset management, purchase management, and finance management, UnitaskerPro is set to transform the way businesses operate. To check, please visit our website at As a freelancer, your responsibilities will include: 1. Identifying potential beta testers within our target market. 2. Reaching out to businesses and individuals who could benefit from UnitaskerPro's comprehensive suite of tools. 3. Generating interest and excitement about our software through persuasive communication. 4. Collaborating with our team to develop and execute marketing strategies aimed at r...

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    Hi, We have already made content BUT YOU must edit if there is any participation of A.I Contents and Plagiarism. I require an experienced content writer to create engaging web articles for my company, which provides supportive services for entrepreneurs, such as company incorporation, registration, and other relevant activities. Your role will require: - Writing informative and engaging web articles about incorporation services. - Having a comprehensive understanding of the procedures related to company registration and setup. - Researching to keep up-to-date with industry dynamics to ensure our content stays relevant. - Translating complex jargon into clear, easy-to-read language that our clients can connect with. Ideal skills and experience: - Proven experience in...

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    ...Vendor management - Payment reconciliation The ideal freelancer would also assist with OneWorld and Chart of Accounts (CoA) configuration such as: - Participate in finance meetings and support - Setting up subsidiaries - Defining accounting rules - Managing intercompany transactions Additionally, I need you to under the Netsuite Order to Cash process and Month End Close. Other prime areas will be administration for: - Customer order management - Billing and invoicing - Cash application and banking - Financial statement preparation - Understand how to create custom fields, forms and workflows Daily support up to 30h weekly. Expertise with Netsuite's OneWorld and understanding of international finance handling will be critical for this job. Netsuite ce...

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    CRM Development 3 days left
    VERIFIED

    ...searching for a skilled team or company experienced in CRM development. The CRM needs to include: - Customer Management: Efficient tracking and managing of customer information and interactions. - Sales and Lead Tracking: A system to follow and nurture vital sales leads. - Reporting and Analytics: Particular attention on Sales reports and Customer performance reports is required. These should provide in-depth insights into our company's operations and customer relations. - HRM: An integrated Human Resources module for simplified internal management. - Financial and Accounting: Seamless recording and tracking of all financial transactions and accounting essentials. - Utilities: These may vary so the system should be built with scalability and flexibility...

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