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Take your business to the next level. Toptal talent have been uniquely successful in pioneering AI/machine learning, data analytics, cloud services, smart manufacturing, and software Take your business to the next level by building and delivering consumer experience based content. Toptal has been uniquely successful in pioneering new data analytics, 5G, edge Toptal talent have been uniquely successful in pioneering new product development, AI/ML, cloud initiatives, deep data analytics, edge computing, and AR/VR solutions for global Industry market research reports, statistics, analysis, data, trends and forecasts. Dating Services in Canada industry outlook () poll Average industry growth These days, everything has gone digital – including dating, at least for the first few interactions. It’s easier to type a message than to go say hi to a person. For any dating app, we need a ... read more

Spend time growing your business rather than digging around for industry ratios and financial projections. Apply for a bank loan with the confidence you know your industry inside and out. IBISWorld reports on thousands of industries around the world. Our clients rely on our information and data to stay up-to-date on industry trends across all industries.

With this IBISWorld Industry Research Report on , you can expect thoroughly researched, reliable and current information that will help you to make faster, better business decisions. This figure expresses the average number of days that receivables are outstanding.

Generally, the greater the number of days outstanding, the greater the probability of delinquencies in accounts receivable. However, companies within the same industry may have different terms offered to customers, which must be considered. This is an efficiency ratio, which indicates the average liquidity of the inventory or whether a business has over or under stocked inventory. This ratio is also known as "inventory turnover" and is often calculated using "cost of sales" rather than "total revenue.

Dividing the inventory turnover ratio into days yields the average length of time units are in inventory. Because it reflects the ability to finance current operations, working capital is a measure of the margin of protection for current creditors. When you relate the level of sales resulting from operations to the underlying working capital, you can measure how efficiently working capital is being used.

This ratio calculates the average number of times that interest owing is earned and, therefore, indicates the debt risk of a business. The larger the ratio, the more able a firm is to cover its interest obligations on debt. This ratio is not very relevant for financial industries. This ratio is also known as "times interest earned.

This is a solvency ratio, which indicates a firm's ability to pay its long-term debts. The lower the positive ratio is, the more solvent the business.

The debt to equity ratio also provides information on the capital structure of a business, the extent to which a firm's capital is financed through debt. This ratio is relevant for all industries.

This is a solvency ratio indicating a firm's ability to pay its long-term debts, the amount of debt outstanding in relation to the amount of capital. The lower the ratio, the more solvent the business is. Net fixed assets represent long-term investment, so this percentage indicates relative capital investment structure.

It indicates the profitability of a business, relating the total business revenue to the amount of investment committed to earning that income. This ratio provides an indication of the economic productivity of capital. This percentage indicates the profitability of a business, relating the business income to the amount of investment committed to earning that income.

This percentage is also known as "return on investment" or "return on equity. This percentage, also known as "return on total investment," is a relative measure of profitability and represents the rate of return earned on the investment of total assets by a business. The higher the percentage, the better profitability is. This percentage represents the total of cash and other resources that are expected to be realized in cash, or sold or consumed within one year or the normal operating cycle of the business, whichever is longer.

This percentage represents all claims against debtors arising from the sale of goods and services and any other miscellaneous claims with respect to non-trade transaction. It excludes loan receivables and some receivables from related parties. This percentage represents tangible assets held for sale in the ordinary course of business, or goods in the process of production for such sale, or materials to be consumed in the production of goods and services for sale.

It excludes assets held for rental purposes. This percentage represents all current assets not accounted for in accounts receivable and closing inventory. This percentage represents tangible or intangible property held by businesses for use in the production or supply of goods and services or for rental to others in the regular operations of the business. It excludes those assets intended for sale. Examples of such items are plant, equipment, patents, goodwill, etc.

Valuation of net fixed assets is the recorded net value of accumulated depreciation, amortization and depletion. This figure represents the average value of all resources controlled by an enterprise as a result of past transactions or events from which future economic benefits may be obtained.

This percentage represents obligations that are expected to be paid within one year, or within the normal operating cycle, whichever is longer. Current liabilities are generally paid out of current assets or through creation of other current liabilities.

Examples of such liabilities include accounts payable, customer advances, etc. This percentage represents all current loans and notes payable to Canadian chartered banks and foreign bank subsidiaries, with the exception of loans from a foreign bank, loans secured by real estate mortgages, bankers acceptances, bank mortgages and the current portion of long-term bank loans.

This percentage represents obligations that are not reasonably expected to be liquidated within the normal operating cycle of the business but, instead, are payable at some date beyond that time. It includes obligations such as long-term bank loans and notes payable to Canadian chartered banks and foreign subsidiaries, with the exception of loans secured by real estate mortgages, loans from foreign banks and bank mortgages and other long-term liabilities.

This percentage represents the obligations of an enterprise arising from past transactions or events, the settlements of which may result in the transfer of assets, provision of services or other yielding of economic benefits in the future. This percentage represents the net worth of businesses and includes elements such as the value of common and preferred shares, as well as earned, contributed and other surpluses.

She has recently begun coaching Waterfall to Agile transformations and has helped several SMEs with their migration to Scrum. Geeta is a veteran senior project manager and technology delivery lead who's experienced in both Agile and Waterfall development methodologies. She specializes in delivering technologies and transforming business processes in financial services. Geeta has leveraged strong communication and problem-solving skills to successfully manage complex and large technology projects that deliver business value.

He focuses on lean methodology, design prototyping, mobile apps, SaaS platforms, and APIs. Adan is an advocate for customer-centric design, UX, and the thoughtful application of technological innovations. Greg is a seasoned product strategy consultant and trainer with nearly 20 years of experience shipping digital enterprise products at IBM, Microsoft, and SAP.

He is also a global expert on delivering complex products and solutions at an enterprise scale. Casey is a business-minded manager and technology-focused strategist transforming companies and enabling users through the use of IT solutions. Discover the many ways in which our clients have embraced the benefits of the Toptal network. We collaborate with a number of top tier companies on imagining the future of work, have a look.

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View Full Profile. Vladimir Mitrovic C Developer. Ruth Madrigal Scrum Master. Vladimir Peric JavaScript Developer. Adan Perez Product Owner. Danielle Thompson Product Designer. Ellen Su Finance Expert. Matthew Warkentin Python Developer. Casey Arrington Product Manager. We are the largest, globally-distributed network of top business, design, and technology talent, ready to tackle your most important initiatives. Developers Seasoned software engineers, coders, and architects with expertise across hundreds of technologies.

View Developers. Designers Expert UI, UX, Visual, and Interaction designers as well as a wide range of illustrators, animators, and more. View Designers. View Finance Experts. Project Managers Digital and technical project managers, scrum masters, and more with expertise in numerous PM tools, frameworks, and styles. View Project Managers. Product Managers Digital product managers, scrum product owners with expertise in numerous industries like banking, healthcare, ecommerce, and more.

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Take your business to the next level. Our industry experts are committed to strategic innovation of digital initiatives, so you can build tomorrow, today. My most remarkable innovation was to create an Augmented Reality app to facilitate maintenance activities in a manufacturing line.

The 3D instructions are downloaded OTA and the inspections are recorded with video, photos, and audio for later reference. My greatest achievement was developing a software framework for forecasting and optimization of energy use in machine tool-based manufacturing systems, which combined machine learning, simulation, and physics models.

A specific implementation of it was deployed to the cloud for a large print house group in Switzerland. As companies work to eliminate bias from their recruiting processes, some are turning to artificial intelligence to help them build a more inclusive workforce. Innovative energy companies are deploying blockchain to streamline operations and improve customer experience. Your industry is evolving rapidly. I love having contributed to a safer world when we applied Deep Learning in radar to detect concealed weapons.

It was not only for a noble cause but also a tremendous work experience, as we found out this breakthrough of combining Machine Learning with traditional Digital Signal Processing. One achievement I'm most proud of is when I designed and implemented GPS tracking, vehicle monitoring, and fleet management infrastructure for BivLab to analyze and improve performance of electric vehicles. This was based on AWS IoT streams and data processing pipelines with comprehensive reporting and data visualization capabilities.

I'm sure there are many companies we can partner with to deliver a solution. What we've enjoyed with the Toptal is the … speed [with which] they can bring that solution to our dealers. An industrial company jumps ahead of the competition by embedding systems that alert users to maintenance needs as well as potential problems before they arise. Their vision involved adding IoT technology to their industrial pumps, helping customers be proactive about getting their products serviced.

One accomplishment I'm most proud of was when I designed the cloud data lake architecture for one of the largest construction equipment manufacturers. I helped a number of teams achieve the best performance, governance, and security by moving their on-premise solutions to the cloud. The most amazing thing I've developed is a control software responsible to coordinate machine operations in an industrial plant to improve overall efficiency, applying Internet of things IoT technologies.

My most exciting project was working in the discovery, design, and development of a Microsoft Azure-based reporting and analytics data platform responsible for serving the dashboard needs of an international chocolate manufacturer. One achievement I'm most proud of was when I was the technical leader for Turkish Airlines' main digital transformation project.

My team created robust and scalable microservices running inside containers for replacing monolithic applications, which were managing ticketing flows for local and global sales channels. This experience was great for me as it was the pioneer project for the company to create modernized applications for millions of customers around the world. Toptal provided a fully managed and multidisciplinary team that used Agile methodologies to build a new genetic information management platform.

Whether you need a robust team of specialists or a single expert, we offer a wide range of options to deliver scalable solutions. For large, specialized projects, assemble full teams of Toptal freelancers to collaborate inside the company. When additional assistance is required, multiple freelancers can be blended into existing teams. Engage with individual freelancers to deliver work on a project-by-project basis. We have extensive industrial experience matched with unrivaled skills to tackle your most pressing business challenges.

Industrials Take your business to the next level. Schedule a Call. Diogo Dutra Senior Lead Data Scientist and Machine Learning Engineer. Listen to This Episode on. Our expertise We engineer solutions. Talent Stories. David Nadaraia Systems Architect and Software Engineer. New tools transform the selling experience. Read More. Adding IoT technology wins first-mover advantage.

Maciej Jarka Cloud Data Warehouse Architect and Data Engineer. Flavio Alves Senior Software Engineer. Carlos Muñoz Data Engineer. Emre Gozen Senior Full-stack Developer and Architect.

Using Agile methodologies to help redefine the future of agriculture. Connect With Our Industrial Experts Schedule a Call. Industry Insights Drill down on industry trends Discover how Toptal is transforming the industrials industry.

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How Digital Transformations Succeed. How it works Assemble the perfect team. Full Teams For large, specialized projects, assemble full teams of Toptal freelancers to collaborate inside the company. Blended Teams When additional assistance is required, multiple freelancers can be blended into existing teams. Individual Experts Engage with individual freelancers to deliver work on a project-by-project basis. OUR EXPERTISE Top-shelf skills, on demand.

Full-Stack Developers Web Developers Data Scientists ML Engineers Show All Skills. Project Managers. Oil and Gas Automotive Digital Transformation AWS Show All Skills. Product Managers. Manufacturing Artificial Intelligence Cloud Lean Show All Skills. Finance Experts. SCHEDULE A CALL WITH US Get into gear. Connect now. Andy Anderson. An expert on our team will work with you to understand your goals, technical needs, and team dynamics. Within days, we'll introduce you to the right talent for your project.

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