Forem: Yukta Dawe

Top Cities for IoT Development in India

Yukta Dawe — Tue, 24 Mar 2026 11:15:32 +0000

India has rapidly emerged as a global hub for IoT innovation, driven by strong IT infrastructure, skilled talent, and increasing adoption across industries. From smart cities to industrial automation, businesses are actively investing in IoT solutions, making location a key factor when choosing the right development partner.

Bangalore

Known as India’s tech capital, Bangalore leads the IoT ecosystem with a strong presence of startups, R&D centers, and global tech giants. The city offers access to top engineering talent, advanced infrastructure, and a thriving innovation culture, making it the top choice for IoT development.

Pune

Pune has quickly established itself as a growing IoT hub, with hundreds of IoT Development Companies in Pune. With a strong mix of IT companies, automotive industries, and skilled developers, Pune offers cost-effective and high-quality IoT development services, making it a preferred destination for businesses.

Hyderabad

Hyderabad is gaining momentum in IoT with strong government support and initiatives like T-Hub. The city has a growing number of tech companies and startups focusing on smart technologies and IoT-based innovations.

Chennai

Chennai is known for its strength in manufacturing and automotive sectors, making it ideal for IoT solutions related to industrial automation and smart factories. The city also has a solid IT base supporting IoT growth.

Delhi NCR

Delhi NCR, including Gurgaon and Noida, is a major hub for IT services and enterprise solutions. It has a growing number of IoT startups and companies working on smart city and enterprise IoT projects.

Mumbai

As the financial capital of India, Mumbai is seeing increasing adoption of IoT in fintech, logistics, and smart infrastructure. It is also home to several established IT firms offering IoT solutions.

Ahmedabad

Ahmedabad is emerging as a cost-effective destination for IoT development, especially for startups and SMEs. The city is witnessing growth in tech adoption and digital transformation initiatives.

Kolkata

Kolkata is gradually entering the IoT space with growing IT infrastructure and a pool of skilled developers. It offers affordable development services and is gaining traction among businesses.

Conclusion

Choosing the right city plays a crucial role in the success of your IoT project. While Bangalore and Pune lead the way, other cities are also rapidly evolving with strong capabilities and talent pools.

To ensure successful implementation, it is equally important to partner with experienced IoT development agencies that understand your business needs, provide scalable solutions, and help you stay ahead in the competitive IoT landscape.

Developers vs Agencies: Which Is Best for Web Development?

Yukta Dawe — Thu, 19 Mar 2026 11:59:23 +0000

Developers vs Agency: Which to Go For Web Development

Choosing the right partner for your website or web application project can be challenging. Businesses often wonder whether to hire individual developers or collaborate with a full-fledged web development agency. The decision impacts cost, quality, timelines, and long-term support. If you want to hire web development companies, understanding the pros and cons of each option will help you make an informed choice.

This blog explores the differences between hiring developers and agencies, when to choose each, and key considerations for your project.

Understanding Individual Developers

Individual developers are freelancers or independent contractors who specialize in specific technologies. Hiring a developer can be cost-effective and flexible, making them ideal for smaller projects or startups with limited budgets. Working directly with a developer allows for personalized communication and often a lower cost than agencies.

However, freelancers may have a limited skill set, which may not cover full-stack development or design needs. Projects can take longer if a developer is working alone, and there’s no guaranteed backup or team support in case of absence. Individual developers are best suited for small projects, minor updates, or niche development tasks.

Understanding Web Development Agencies

Web development agencies are teams of professionals offering end-to-end services, from design and development to deployment and maintenance. Agencies typically include designers, developers, project managers, and QA specialists. When you hire an web development company you allow a professional team handle complex projects, deliver faster results, and maintain consistent quality throughout the process.

Agencies often cost more than freelancers, and communication usually goes through a project manager instead of directly with the developer. Despite this, they are ideal for large-scale web applications, feature-rich projects, or businesses seeking a long-term development partner. Agencies also provide ongoing support and maintenance after launch, ensuring your website or app continues to perform optimally.

Cost Consideration

Budget is one of the most important factors when deciding between hiring a freelancer or an agency. Individual developers are typically more affordable for smaller projects, while agencies charge higher fees for their expertise and comprehensive services. However, hiring an agency can save costs in the long run by preventing errors, delays, or scalability issues that may arise from working with a single developer.

Development Requirements

Your project requirements also play a key role in the decision. If your website or app needs advanced functionality, integration with other systems, or multiple design elements, agencies are better equipped to handle complex development. Freelancers are suitable for projects with a narrower scope or specific skill sets, such as front-end development or minor updates.

Timeline

Time is another important consideration. Agencies, with their collaborative teams, can complete projects faster than an individual developer working alone. For startups or businesses with tight deadlines, partnering with an agency ensures that the project stays on schedule without compromising quality.

When to Hire Web Development Companies

If your project requires end-to-end development, multiple features, or future scalability, it’s wise to hire web development companies. Agencies ensure professional quality, timely delivery, and reliable support throughout the lifecycle of your website or web application. Choosing the right team can save time, reduce risks, and provide a better experience for your users.

Conclusion

Choosing between individual developers and agencies depends on your project needs, budget, and long-term goals. For small, simple tasks, a freelancer may suffice, but for complex, feature-rich websites, hiring an experienced team is essential. Partnering with professional web development agencies ensures high-quality output, reliable support, and the ability to scale your project as your business grows.

Is It Good to Post IT Projects on Marketplaces?

Yukta Dawe — Fri, 13 Mar 2026 11:47:59 +0000

In today’s fast-paced digital world, businesses are constantly seeking innovative IT solutions to stay competitive. However, not every organization has the in-house technical expertise or resources to develop software, apps, or websites. This is where IT marketplaces come into play. These online platforms connect businesses with skilled developers, designers, and IT agencies worldwide, making it easier to get projects done efficiently. But is posting your IT project on a marketplace really a good idea? Let’s explore the advantages.

8 Benefits of Posting IT Projects on Marketplaces

Access to Global Talent

One of the biggest advantages of IT marketplaces is access to a diverse pool of talent. You are no longer limited to hiring locally; you can collaborate with professionals and agencies from different countries. This ensures your project gets high-quality solutions from experts in their respective fields.

Cost-Effective Solutions

Marketplaces allow you to compare bids from multiple service providers, helping you find solutions that fit your budget. For startups and small businesses, this is a cost-efficient way to access experienced developers without overspending.

Time-Saving Process

Finding the right developer or agency traditionally involves long recruitment cycles. But once you learn how to post app development projects, a marketplace will help you in streamlining this process by offering pre-vetted professionals who are ready to start your project immediately. This significantly reduces project delays and speeds up time-to-market.

Flexibility for Any Project Size

Whether you need a small feature developed, a full-scale mobile app, or ongoing IT support, marketplaces provide flexible hiring options. You can engage freelancers for short-term tasks or agencies for long-term collaboration.

Transparent Bidding and Pricing

Most IT marketplaces provide clear pricing, estimated timelines, and project bids upfront. This transparency allows you to make informed decisions and reduces the chances of hidden costs or misunderstandings during the project.

Reviews and Ratings for Reliability

Marketplaces allow clients to check reviews, ratings, and past projects of developers or agencies. This social proof helps you choose reliable partners, reducing the risk of poor-quality work or missed deadlines.

Access to Specialized Expertise

From mobile app development and AI solutions to web development and cybersecurity, marketplaces host professionals with specialized skills across industries. This ensures your project benefits from expertise that may not be available in-house.

Reduced Administrative Hassles

Many marketplaces handle contracts, payment processing, and dispute resolution, freeing you from administrative burdens. This lets you focus entirely on the project’s vision and execution.

Conclusion

Posting IT projects on marketplaces is more than just convenient; it’s strategic. It opens doors to global talent, reduces costs, and ensures transparency, reliability, and specialized expertise. For businesses new to outsourcing, marketplaces like GetProjects can be the perfect starting point. You can post your project, review multiple proposals, and find the right development agency that matches your requirements perfectly.

By leveraging marketplaces, you not only get your IT project done efficiently but also gain a competitive edge in today’s digital landscape.

Does AI Interview Actually Work in Hiring?

Yukta Dawe — Tue, 10 Mar 2026 11:36:16 +0000

Yes, AI interviews actually work in hiring, and many companies are already using them to streamline recruitment and evaluate candidates more efficiently. With the rise of remote hiring and high application volumes, traditional interview processes often become slow and difficult to manage. AI interview tools help recruiters automate initial interview stages, analyze candidate responses, and shortlist the most suitable applicants.

Many organizations are now adopting best free AI video interview tools to conduct structured interviews, reduce manual workload, and improve hiring speed. These platforms allow recruiters to evaluate candidates consistently while maintaining a scalable recruitment process.

Why AI Interviews Work in Modern Hiring
1. Faster Candidate Screening

AI interviews help companies screen a large number of candidates quickly. Instead of scheduling individual calls, recruiters can use AI-powered platforms where candidates record responses to interview questions. The system analyzes these responses and helps recruiters shortlist qualified applicants faster.

2. Consistent Interview Evaluation

One of the key advantages of AI interviews is consistency. Every candidate is evaluated using the same criteria and questions, which reduces variation in the interview process and ensures fairer assessments.

3. Reduced Hiring Bias

Human interviews can sometimes include unconscious bias. AI-based interview systems evaluate candidates based on predefined parameters such as communication clarity, skill relevance, and experience, helping reduce personal bias in early screening stages.

4. Flexibility for Candidates and Recruiters

AI video interviews allow candidates to complete interviews at their convenience without scheduling conflicts. Recruiters can review responses anytime, making the hiring process more flexible and efficient.

5. Better Candidate Insights

AI interview platforms provide valuable insights such as candidate communication patterns, response quality, and skill alignment. These analytics help hiring teams make data-driven decisions rather than relying solely on subjective judgment.

*6. Improved High-Volume Hiring
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Companies hiring for multiple roles often struggle with large numbers of applicants. AI interview tools help manage high-volume recruitment by automating the first interview stage and identifying the most relevant candidates.

*Conclusion
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AI interviews are becoming an important part of modern recruitment strategies. By automating interview scheduling, providing structured evaluation, and improving hiring efficiency, AI-powered interview platforms help organizations manage recruitment more effectively. While AI should not completely replace human judgment, it works best as a tool that supports recruiters in making better hiring decisions.

As more companies explore digital hiring solutions, tools like the best free AI video interview tools are making recruitment faster, more scalable, and more data-driven for businesses of all sizes. If you also want to start with Free AI Video Interviewer, Get started now.

Should I Go for a Paid ATS for My Startup?

Yukta Dawe — Wed, 25 Feb 2026 12:23:48 +0000

Hiring plays a direct role in how fast a startup grows. In the early stage, most startups manage recruitment through spreadsheets, emails, and manual follow-ups. However, a growing startup often spends nearly 30–40% of its hiring time screening resumes and coordinating interviews.

That time could be invested in building products, closing sales, or strengthening operations. This is where the question arises — should you invest in a paid Applicant Tracking System (ATS)?

Why Startups Consider a Paid ATS

A paid ATS centralizes the entire recruitment process. Instead of scattered resumes and unstructured communication, everything is organized in one system. It automates resume screening, interview scheduling, and candidate tracking, helping teams reduce errors and improve efficiency.
For startups planning to scale, structured hiring becomes essential rather than optional.
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Factors to Decide Before Choosing a Paid ATS**

Hiring Volume and Growth Plans

The first factor to evaluate is your hiring frequency. If you hire occasionally, manual systems may still work for a short time. But if your startup is planning aggressive expansion, manual coordination can slow down recruitment. A paid ATS becomes valuable when consistent hiring and scalability are priorities.

Time Spent on Manual Hiring Tasks

Many founders and HR managers underestimate the time spent reviewing resumes, sending follow-ups, and scheduling interviews. This operational workload often reduces productivity. When recruitment starts consuming strategic time, automation through an ATS becomes a smart investment.

First, ask how much an ATS cost, if the total cost is less than the time and effort you are giving, then going for an ATS is not a bad idea.

Candidate Experience and Employer Branding

Startups compete with larger organizations for talent. Delayed responses or disorganized communication can damage your employer brand. A structured ATS ensures professional communication, timely updates, and a smooth candidate journey, which improves your reputation in the talent market.

Team Collaboration in Hiring

Hiring usually involves multiple stakeholders. Without a centralized system, feedback gets lost in emails and messages. A paid ATS aligns interviewers, stores evaluation notes, and maintains transparency across the hiring process, reducing confusion and decision delays.

Data and Recruitment Insights

As startups grow, hiring decisions should be backed by data. A good ATS provides insights into time-to-hire, candidate sources, and hiring efficiency. These analytics help improve long-term recruitment strategy instead of relying only on instinct.

Conclusion

Choosing whether to invest in a paid ATS depends on your startup’s hiring goals, growth speed, and operational challenges. If recruitment is becoming frequent and time-consuming, a paid ATS is not just an expense — it is a long-term strategic asset.

Startups that adopt intelligent recruitment software early build structured hiring systems, improve candidate experience, and scale faster with less operational chaos. In competitive markets, that efficiency can become a powerful advantage.

Custom vs Template Web Development: Which Is Suitable for Startups?

Yukta Dawe — Tue, 17 Feb 2026 11:10:39 +0000

For startups, choosing the right web development approach is a critical early decision. Your website is not just an online presence—it’s your digital storefront, brand identity, and lead-generation engine.

The big question many founders face is: Custom vs Template Web Development — which one fits your startup best? The answer depends on your goals, budget, timeline, and long-term vision.

Key Factors That Help You Decide

Time to Launch

If you need to go live quickly, template-based web development is usually faster. Pre-built themes and layouts reduce design and development time significantly.

Custom web development, on the other hand, takes more time because everything is built from scratch—design, functionality, integrations, and testing.

If speed is your priority, templates win.
If uniqueness and scalability matter more, custom is better.

** Budget**

Budget plays a major role in decision-making. Template websites are more affordable upfront because you’re working with pre-designed structures.

Custom websites require higher investment due to dedicated design, backend architecture, and tailored features. This is where many founders compare custom vs template development cost before making a final call.

Limited startup budget? Templates are cost-effective.
Long-term investment mindset? Custom may offer better ROI.

Utility & Feature Requirements

If your startup only needs a simple informational website, landing pages, or a portfolio, templates can handle that effectively.

But if your business requires complex features—custom dashboards, advanced integrations, unique workflows, or scalable architecture—custom development is the better option.

Company Sector & Industry Needs

Different industries demand different levels of customization.

Tech startups often need scalable, feature-rich platforms.

E-commerce businesses may require custom checkout flows and integrations.

Service-based startups might manage well with optimized templates.

Your sector heavily influences whether flexibility or simplicity matters more.

Branding & Competitive Advantage

Templates are convenient but may limit how unique your website feels. Other companies might use the same design framework.

Custom web development allows complete control over branding, UI/UX, and user journey—helping your startup stand out in a crowded market.

Scalability & Future Growth

Templates can become restrictive as your startup grows. Adding advanced features later may require major adjustments.

Custom-built websites are designed with scalability in mind, making it easier to expand features and integrate new technologies.

The Right Choice Depends on Your Needs

There is no universal answer. The right choice depends on your startup’s stage, budget, timeline, and long-term business goals.

If you want quick market entry with minimal investment → choose a template.

If you want long-term scalability, brand uniqueness, and advanced features → choose custom development.

Smart founders align their web strategy with business growth plans rather than just short-term savings.

Conclusion

For startups, web development is not just about building a website—it’s about building a strong digital foundation.

Template-based web development works well for early-stage startups with tight budgets and urgent launch timelines. Custom web development, however, offers flexibility, scalability, and stronger branding for businesses planning long-term growth.

Evaluate your priorities carefully, compare web development agencies, and choose the approach that supports your startup’s vision and future expansion in the digital world.

Top Robo Advisor Apps in the Market and How They Are Making Money

Yukta Dawe — Thu, 12 Feb 2026 12:48:53 +0000

The financial technology space has witnessed a major transformation over the last decade, with robo advisor apps emerging as one of the fastest-growing segments.

These apps leverage artificial intelligence and advanced algorithms to provide automated investment advice, portfolio management, and financial planning with minimal human intervention.

Today, investors from retail users to high-net-worth individuals are increasingly relying on these apps for smarter and more accessible investment solutions.

Some of the top robo advisor apps in the market are not only providing valuable services but also generating significant revenue streams:

Betterment
Betterment is one of the leading robo advisor platforms, offering automated investment management, tax-loss harvesting, and goal-based planning. The app makes money primarily through management fees, charging a small percentage of assets under management (AUM), and through premium plans that offer personalized advice and retirement planning tools.
Wealthfront
Wealthfront offers automated portfolio management, financial planning tools, and cash management features. Revenue comes from asset management fees, interest earned on cash accounts, and referral partnerships. Its ease of use and low fees have made it a favorite among millennials and tech-savvy investors.
Acorns
Acorns targets micro-investing, allowing users to invest spare change from everyday purchases automatically. It generates revenue through a subscription-based model, charging users a small monthly fee for its investment and retirement accounts. The simplicity and gamified experience attract new users while maintaining consistent revenue growth.
Betterment for Businesses
Betterment has also extended its services to businesses through retirement and 401(k) plans. By offering scalable solutions for both individual and institutional investors, it generates additional income through enterprise subscriptions and management fees.
Stash
Stash provides micro-investing, financial education, and stock investment tools for beginners. The platform earns revenue from subscription fees, managed accounts, and premium features such as retirement accounts and personalized guidance.

The success of these apps highlights the growing demand for automated financial solutions. They combine intuitive design, algorithm-driven investment strategies, and low fees to attract and retain users. For startups and entrepreneurs looking to enter this space, investing in a robust solution is key.

Robo Advisor App Development for Startups has become a strategic move for companies aiming to capitalize on this booming market. Startups can leverage the growing trend of digital investing while offering scalable, low-cost solutions to their customers.

Conclusion

The robo advisor market is booming, with apps like Betterment, Wealthfront, Acorns, and Stash showing both high adoption and sustainable revenue models. For startups looking to create a competitive platform, partnering with expert developers is crucial.

Platforms like GetProjects help businesses connect with top-rated development agencies, share project requirements, and launch feature-rich, scalable robo advisor apps efficiently. Explore GetProjects today to find the right development partner and bring your robo advisor app idea to life.

6 Must-Have Features in a Fashion E-commerce App

Yukta Dawe — Tue, 10 Feb 2026 12:38:25 +0000

The fashion industry has rapidly shifted from physical stores to mobile-first shopping experiences. Today’s customers expect more than just browsing and checkout—they want personalization, speed, and convenience at every touchpoint.

A successful fashion e-commerce app is built on features that enhance discovery, improve engagement, and simplify purchasing. As competition intensifies, brands that invest in the right features gain higher retention, stronger brand loyalty, and increased conversions.

This guide explores the must-have features in a fashion e-commerce app and explains why each one plays a critical role in long-term growth.
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User-Friendly Onboarding and Account Management**

First impressions matter in fashion apps. Simple onboarding with email, phone number, or social login reduces friction and improves user retention. Customers should be able to manage profiles, addresses, and payment preferences effortlessly. Smooth onboarding directly impacts conversion rates and sets the tone for the overall shopping experience.

Advanced Product Catalog and Smart Filters

Fashion shoppers browse extensively before purchasing. A well-structured catalog with categories, subcategories, and smart filters such as size, color, brand, price, and material makes discovery easier. Powerful filtering reduces bounce rates and helps users quickly find products that match their preferences.

High-Quality Visuals and Product Pages

Fashion is a visual industry. High-resolution images, zoom functionality, multiple angles, and short product videos significantly increase buyer confidence.
Detailed product descriptions, fabric information, care instructions, and size guides reduce return rates and improve post-purchase satisfaction.

AI-Based Recommendations and Personalization

Personalization has become a core expectation. AI-powered product recommendations based on browsing history, past purchases, and trends increase average order value.
At this stage, businesses often assess Fashion E-commerce App cost to balance personalization features with scalability, ensuring long-term performance without overspending.
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Size and Fit Assistance Tools**

Size-related returns are a major challenge in fashion e-commerce. Features such as size charts, fit prediction, and user reviews help customers choose the right size confidently. Accurate fit guidance reduces returns, increases trust, and improves overall customer experience.
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Wishlist and Favorites**

Wishlists allow users to save items for later, track price drops, and plan purchases. This feature boosts repeat visits and enables remarketing opportunities. For fashion brands, wishlists provide valuable insights into customer preferences and trending products.

Secure and Flexible Payment Options

Fashion apps must support multiple payment methods including cards, wallets, UPI, BNPL, and international payments. Secure checkout with minimal steps reduces cart abandonment.
Trust badges, encrypted payments, and smooth transactions directly influence conversion rates.

Real-Time Order Tracking and Notifications

Customers expect transparency after placing an order. Real-time order tracking, shipping updates, and delivery notifications improve satisfaction and reduce support queries. Push notifications also help brands promote sales, restocks, and personalized offers.

Loyalty Programs and Rewards

Loyalty programs encourage repeat purchases and long-term engagement. Features such as reward points, referral bonuses, and exclusive access to collections increase customer lifetime value. Gamified loyalty systems work especially well in fashion e-commerce apps.

Analytics and Admin Dashboard

A powerful backend dashboard allows brands to track sales, inventory, customer behavior, and marketing performance. Data-driven insights help optimize pricing, promotions, and stock planning. Strong analytics capabilities are essential for scaling operations efficiently.

Scalability and Performance Optimization

Fashion apps must handle traffic spikes during sales, festivals, and influencer campaigns. Scalable architecture ensures fast load times and uninterrupted user experience. Performance optimization is critical for retaining users and maintaining brand credibility.

*Conclusion: *

The success of a fashion e-commerce app depends not just on design, but on how well its features align with user expectations and business goals. From personalization and secure payments to loyalty programs and analytics, every feature contributes to growth and profitability.

When built strategically, a fashion app becomes more than a sales channel—it becomes a brand ecosystem. Choosing the right development approach and feature set ensures long-term returns rather than short-term gains.

Platforms like Get Projects help businesses connect with experienced development teams for fashion e-commerce web and app solutions. Whether you’re launching a new brand or scaling an existing one, the right technology partner can turn your app into a powerful revenue engine

Do Data Helps in Making the Right Hiring Decision?

Yukta Dawe — Fri, 06 Feb 2026 12:31:51 +0000

In today’s competitive business world, making informed decisions is more important than ever. Companies rely on data to drive strategy, minimize risks, and improve outcomes. From recruitment to marketing, accurate data can highlight trends, predict success, and reduce guesswork. For example, analyzing candidate performance metrics allows hiring teams to identify top talent faster.

Yes, it helps! Leveraging data ensures decisions are not just based on intuition but on facts, improving efficiency and long-term results. Here are five ways data helps organizations make smarter decisions:

1. Identifying Trends and Patterns

Data analysis reveals patterns in behavior, performance, or engagement. By studying historical data, companies can forecast outcomes, anticipate challenges, and make proactive decisions. This helps teams focus resources on strategies that are proven to work, rather than relying on assumptions or trial-and-error.

2. Reducing Risks

Making decisions without data increases the chance of costly errors. Data-driven insights allow businesses to assess risks accurately, compare alternatives, and choose the option with the best expected outcome. This is particularly useful in hiring, budgeting, and project planning.

3. Improving Recruitment Quality

Recruitment software collects candidate data such as skills, experience, and assessment results. Analyzing this information helps hiring teams identify the most qualified candidates efficiently, reducing turnover and improving overall workforce quality.
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Enhancing Operational Efficiency**

Data helps organizations identify bottlenecks and inefficiencies in processes. By monitoring KPIs and performance metrics, managers can optimize workflows, allocate resources effectively, and increase productivity across teams. Using how to make smart hiring decisions with data ensures a structured approach in recruitment and beyond.

5. Supporting Strategic Planning

Long-term business planning becomes more reliable with data. Insights from performance metrics, market research, and competitor analysis guide decision-making, enabling organizations to align strategy with measurable outcomes and achieve sustainable growth.

Conclusion

Data is a critical asset for making the right decisions across industries. Whether it’s recruitment, marketing, or operations, leveraging insights improves efficiency, reduces risks, and supports strategic growth. Tools like Hirium and other ATS platforms make it easier to gather and analyze data for smarter hiring decisions. Embracing data-driven strategies is no longer optional—it’s essential.

Why Engineers Are Struggling to Get Hired in 2026

Yukta Dawe — Thu, 29 Jan 2026 11:42:18 +0000

Engineers today are not struggling because they lack skills or effort. Many continue to upskill, build side projects, and stay updated with modern technologies. Yet getting hired in 2026 feels harder than ever. The current job market reflects a deeper crisis where hiring systems, economic pressure, and scale have reshaped recruitment in ways that disadvantage even capable engineers.

Since 2023, widespread layoffs combined with slow hiring recovery have created a surplus of experienced engineers competing for fewer roles. Industry data shows that a single engineering position can receive hundreds of applications within days. Hiring has shifted from identifying talent to eliminating volume, making the job search exhausting and uncertain.

AI Is Handling a Major Part of Hiring

In 2026, artificial intelligence plays a central role in engineering recruitment. Resume screening, shortlisting, interview scheduling, and assessments are largely automated. While this helps companies manage volume, it creates a visibility problem for engineers. Many resumes are rejected before a human ever sees them because they do not match predefined keywords or formats.

Strong engineers with unconventional backgrounds or transferable skills often get filtered out early. Hiring has become less about problem-solving ability and more about how well a resume performs inside automated systems.

Hiring Engineers Has Become Expensive for Companies

From a business standpoint, hiring engineers now involves high costs. Beyond salaries, companies factor in onboarding time, infrastructure, security compliance, and retention risks. During economic uncertainty, organizations avoid expanding teams unless hiring is absolutely necessary.

This leads companies to look for candidates who can deliver immediately, leaving little room for learning curves. As a result, fewer roles are opened and expectations for each position continue to rise.

High-Volume Hiring Has Changed the Process

The rise of [high-volume hiring]) has reshaped recruitment workflows. Recruiters deal with hundreds or thousands of applications for a single role, forcing them to prioritize speed over evaluation depth. Automated filters and rigid criteria are used to shrink candidate pools quickly.

For engineers, this means small mismatches such as different job titles or missing keywords can result in instant rejection. The process becomes impersonal, and follow-ups often go unanswered.

Competition Is Now Global

Remote work has expanded the talent pool worldwide. Engineers now compete with candidates across countries and time zones. While this creates opportunities, it also intensifies competition and pushes hiring standards higher.

Even mid-level engineering roles now demand niche expertise, domain knowledge, and proven experience. Many engineers feel stuck between junior and senior expectations with limited opportunities to bridge that gap.

Too Many IT Companies and Fewer Stable Roles

Over the past decade, the rapid rise of IT companies and startups created the perception of unlimited opportunities. In reality, many organizations now operate lean teams or face funding pressure. Hiring freezes, contract roles, and layoffs have become common.

This makes it harder for engineers to find stable, long-term positions. Even available roles often lack job security or clear growth paths, increasing career uncertainty.

Skill Expectations Have Become Unrealistic

Job descriptions in 2026 often list an overwhelming number of skills. Companies expect engineers to be proficient in multiple frameworks, cloud platforms, DevOps tools, and AI systems, sometimes all at once.

This skill inflation discourages capable candidates from applying. Organizations wait for perfect matches while overlooking engineers who could succeed with reasonable onboarding.

Human Interaction in Hiring Is Declining

Automation has improved efficiency but reduced human involvement. Engineers frequently receive automated rejections, little to no feedback, or complete silence after interviews. This makes hiring feel transactional rather than evaluative.

Over time, this lack of communication erodes trust and motivation. Engineers are problem solvers, not data points, yet modern hiring systems often treat them as the latter.

Final Thoughts

Engineers are struggling in 2026 not because of a lack of talent, but because hiring systems have evolved faster than evaluation methods. AI-driven screening, high-volume hiring, rising costs, and global competition have reshaped recruitment into a filtering exercise.

Understanding how these systems work and adapting accordingly is now as important as technical expertise. While the challenge is real, engineers who approach the job market strategically can still find meaningful opportunities.