Finance
Global Paychecks: Personal Finance Tips From The Remote Work Boom
Work from anywhere. Rear view of young woman, female freelancer in straw hat working on laptop, … [+]
Right now, in Río Tercero, a small city in Argentina near Córdoba, Virginia More works with Pinterest as a software engineer, bridging her local experience with cutting-edge Silicon Valley projects. Similarly, Luis Ramos Paco, from Santiago de Llallagua, Bolivia—where growing potatoes and raising animals is necessary to provide for one’s family—now works with a US-based SaaS client to update its legacy system with a friendlier UI.
The remote work revolution has opened doors for skilled professionals like Virginia and Luis worldwide. Companies like BairesDev– which connects Latin American talent with U.S. tech firms– are bridging global income gaps and allowing tech talent and software engineers into an increasingly globalized job market while staying close to their families and communities.
“The region offers a rapidly expanding talent pool, strong cultural alignment, and geographical proximity to the U.S.,” Nacho De Marco, CEO and Co-Founder of BairesDev, explains. “This facilitates seamless real-time collaboration and efficient workflows. 33% of U.S. businesses now want to outsource their business operations to a country that’s close by. Professionals from Latin America have a similar work culture to their North American neighbors and possess a high level of English proficiency.”
As a result of this type of demand, many BairesDev workers who once faced limited opportunities in rural areas now earn between $30,000 and $80,000 annually, placing them in the top 5% of earners in their home countries.
Other companies like Toptal and Adeva work in similar ways to connect talented and skilled individuals to job opportunities around the world, breaking down barriers to entry and revitalizing local economies.
If you’re considering a remote job that can connect you to a different corner of the global marketplace, here are some important things to consider as you embark on your job hunt.
Earn Globally, Live Locally
One of the most significant advantages of remote work is the ability to earn in a high-income market while living in a lower-cost region. BairesDev, for instance, has had more than 6,000 of its Latin American-based workers integrate with teams in U.S. companies, like Google and Pinterest.
“During recruitment, we focus on a candidate’s competence over their credentials,” explains De Marco. “We also prioritize the future potential that someone can bring, in addition to their current skillset. This approach means discovering exceptional talent from diverse and often overlooked sources. Historically, around 40% of our developers come from non-metropolitan areas.”
Yes, that means you can live a balanced lifestyle in a quaint town like San Miguel de Allende while working with a U.S.-based tech giant.
Earning a higher paycheck while keeping your cost of living steady provides wealth-building opportunities, allowing you to build an emergency fund, pay off debt, and invest in property and other assets. Be sure to cross check the purchasing power of the currency you’ll be paid in to that of your local currency to ensure that you’re maximizing your potential earnings. Also make sure that the salary you’re being offered is fair compared to what employees at the company’s headquarters are making.
Track Finances Carefully
Once you’ve secured your remote job, you’ll want to set up a financial plan to ensure that you are maximizing your global paycheck without running into any snags. Opening a multi-currency bank account can help you minimize exchange rate losses and transfer fees, and many offer automations to make conversions between currencies seamless.
Also make sure to budget for any potential fluctuations in the foreign currency, as factors like inflation, interest rate adjustments, and governmental changes can affect the value of the foreign currency. As long as you’re earning well above your local cost of living, it’s smart to set aside a percentage of your earnings as a buffer to offset any potential currency devaluation.
As you continue to earn more, it’s also wise to invest a portion of your income into diversified assets so you can grow your wealth over time. Many companies offer financial planning services as a benefit, and it can be especially helpful if you’re a first-time investor. Financial planners can also help you with your taxes, which can be more complicated when earning across borders.
Maintain Motivation and Work-life Balance
Though the higher salaries in other countries can sound so enticing that you consider working odd hours, try not to jump at just any opportunity for a higher paycheck. Instead, look at the big picture and consider the fact that your long-term earning potential is contingent upon factors like work-life balance, upskilling, and staying motivated. Working with a talent company like BairesDev can help set you up for success in this regard.
“By hiring candidates with strong communication skills and collaborative skills, our workforce is well-prepared to navigate the typical challenges associated with remote work,” says De Marco.
For smoother collaboration with your fellow employees– and to remain present in your day-to-day life– look for jobs at companies with similar time zones to yours. This will cause minimal disruptions to your schedule, allowing you time for family and social obligations– and time for learning new skills that can help you land your next job. Popular remote industries like tech, design, and project management tend to be good about providing professional development opportunities outside of the traditional workday, and you want to remain fresh and motivated to seize grown opportunities as they come.
Redefining Success: Building Wealth Across Borders
In an increasingly borderless world, the path to financial independence might be closer than you think. Companies like BairesDev are receiving over 2 million applications annually for remote work opportunities—approximately 10,000 applications every day, proving that demand for global remote jobs is continuing to grow.
“In the U.S., the demand for tech talent is outstripping supply, with roles like information security and software development expected to grow by 33% and 18%, respectively, over the next decade,” says De Marco. “Latin America is rising to meet this demand, with Brazil, Mexico, and Argentina producing significantly more software engineers annually than the U.S.”
Opening doors for global talent also sparks a larger shift in how we think about work, money, and opportunity. This is not a small trend; it’s going to continue to be a defining feature of the global economy in the decades to come— and it’s very possible to make this work in your favor.
For professionals considering this path, remote work offers a unique opportunity to bridge the gap between higher global earnings and a lower local cost of living. With the right financial strategies—like careful currency management, smart investment strategies, and a focus on work-life balance—there is a very real opportunity for talented employees across the globe to achieve financial freedom without uprooting their lives.
Finance
How Natura &Co Is Transforming Finance with Generative AI on SAP S/4HANA
For a company navigating one of the most consequential transformations in its history, financial clarity is not optional—it is essential. Natura &Co, the Brazilian personal care and cosmetics group behind iconic brands such as Natura and Avon, has long been committed to combining purpose-driven business with commercial performance. After a period of strategic portfolio reshaping, including the divestiture of its Aesop and The Body Shop holdings, the company is now sharpening its focus on profitability and operational excellence across Latin America and global markets.
At the center of that effort sits a deceptively complex challenge: understanding, in real time, which revenue and cost factors are driving or eroding gross margin across a highly diversified business. For years, answering that question meant manual reporting, delayed insights, and finance teams spending valuable time on data gathering rather than analysis.
That’s now changing, thanks to a co-innovation initiative developed together with SAP and Numen, a global SAP partner specializing in digital transformation and enterprise software implementation.
From manual reporting to proactive decision intelligence
The project’s goal was to replace a labor-intensive gross margin analysis process with a generative AI application embedded directly into Natura &Co’s financial workflows. Built on SAP Business AI Platform, SAP’s unified foundation integrating business technology, data, and AI capabilities, the application connects directly to data in SAP S/4HANA to provide finance teams with automated insights and narrative recommendations in real time, without the need for manual data pulls or offline reporting.
The application enables users to explore revenue, cost, and margin drivers interactively, identifying at a glance which elements are protecting or eroding margin performance across markets and product lines. Crucially, human oversight remains central to the design: the AI application generates insights, while finance professionals retain full control over interpretation and decisions.
“The implementation of gross margin analysis using AI in SAP S/4HANA marked an inflection point in the analytical capability of our finance area,” said Rogério Dias Garcia, tech manager, ERP Latam, Natura &Co. “We overcame delays and raised the standard of insights by integrating margin analysis from SAP S/4HANA with a large language model connected via the SAP AI Core layer. This architecture allowed us to provide, in an agile, secure, and completely anonymous manner, a stratified and precise view of gross margin offenders and protectors—discriminating exactly which revenue or cost elements were driving market performance.”
A collaborative architecture for scalable AI adoption
Natura &Co’s application derived from a prototype SAP partner Numen created in early 2024 at SAP’s global Hack2Build on business AI, leveraging the generative AI capabilities of SAP Business AI Platform. The solution was designed and developed through close collaboration between Natura &Co, Numen, and SAP. From the outset, the approach was to align AI adoption with concrete business priorities, ensuring the application would be scalable and production-ready rather than a standalone prototype.
Numen brought deep SAP implementation expertise to the project, combining knowledge of SAP S/4HANA architecture with hands-on experience in building solutions on SAP Business AI Platform. The technology stack—SAP S/4HANA, SAP AI Core, SAP Fiori, and SAP Business Technology Platform—provided the secure, integrated foundation needed to connect financial data with generative AI capabilities in an enterprise context.
“SAP enabled the transformation by providing the technological foundation and expert support,” said Carlos Aravechia, head of Data Design & Intelligence at Numen.
The success of the project has validated a broader conviction at Natura &Co: that generative AI, embedded directly in ERP workflows, can fundamentally reposition finance from a transactional function to a strategic business partner.
A blueprint for other businesses
The Natura &Co project demonstrates a pattern that other organizations can replicate, particularly those running SAP S/4HANA. The combination of structured ERP data with the contextual reasoning capabilities of large language models creates a foundation for decision intelligence that goes well beyond traditional business intelligence tools.
The project was built within a six-month co-innovation sprint and went live in August 2025. It is currently in use across Natura &Co’s Equador operations.
Looking ahead, Natura &Co is already planning the next phase: integrating Joule Agents to further automate the extraction of standard analytical content and deepen the AI-driven optimization of financial processes.
“The success of this initiative validates the transformative potential of embedded AI within our ERP,” Dias Garcia noted. “We are now ready to move forward—deepening these insights and integrating the capability of Joule Agents to maximize the extraction of standard content and further optimize our business decisions.”
For SAP customers evaluating how to move from AI experimentation to AI in production, the Natura &Co project offers a concrete, replicable model: start with a high-value, well-defined business process, embed AI directly into existing workflows, and build in human oversight from the start.
Finance
Low-income Chinese girl aces gaokao, inspires live-streamers offering help
A girl from a disadvantaged rural family in central China topped this year’s gaokao, attracting numerous live-streamers eager to finance her education, which she declined.
The home of 18-year-old secondary school graduate Han Yaping in a Henan province village was recently bustling with live-streamers.
This attention came after Han achieved an impressive score of 699 out of 750 in the gaokao, China’s national college entrance exam.
She has received offers from China’s two leading universities, Tsinghua University and Peking University.
Han’s accomplishment is particularly remarkable given her family’s impoverished circumstances.
Her mother suffers from ankylosing spondylitis, an inflammatory arthritis affecting the spine, preventing her from working. Her father, who earns a living through farming and odd jobs, serves as the family’s sole provider. Han also has a younger sister.
Finance
UK financial regulator publishes landmark AI review
The UK’s Financial Conduct Authority (FCA) published a landmark review on Monday that proposes recommendations to regulate the impact of artificial intelligence (AI) on the financial decisions made by consumers.
The review, titled the Mills Review, anticipates that both consumers and firms will start delegating “more financial decision-making to AI systems,” including for agreements, initiating transactions, and executing decisions “within agreed parameters.” One of the key findings of the review outlined that while AI can help bridge advice gaps and “support growth,” there remain risks “associated with fraud, cyber security, and consumer harm.” Conducting the review, Sheldon Mills highlighted that “AI can also amplify risks: bias, discrimination, exclusion, opaque decision-making (particularly when multiple AI models interact), misleading or hallucinatory advice and erosion of consumer trust.”
The review stated that presently, one in five adults in the UK are “already open to AI making decisions for them,” particularly when decisions feel “complex or high stakes.” It found that roughly 26 percent of the population “trust general-purpose tools such as ChatGPT, Claude or Gemini for financial advice” with little awareness that such platforms provide no “formal routes to recourse” or protections.
Overall, the Mills Review identified four areas that it anticipates will be impacted by AI in the financial sector: “the transformation of firms,” “new consumer journeys,” “a reshaped competition landscape,” and “amplified financial crime and cyber risk.” The FCA projected the shift in how consumers and firms consult AI to take place by 2030.
The Mills Review put forth seven “priority” recommendations to be considered by the FCA Board. It recommended that any transitions to autonomous AI models be monitored and that regulatory frameworks and perimeters be adapted and secured. The review called for the strengthening of “system-wide coordination and oversight,” the scaling up of the FCA’s AI Lab to enable it to support AI models and innovation for agentic finance, and an “AI-enabled agentic supervisory model” to be built and adopted. Finally, it recommended that a trusted “public-interest AI-enabled financial capability service” be developed.
The FCA announced, in the press release, that it will launch an AI “good and poor practice publication” in late 2026.
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