by Teknita Team | Sep 18, 2023 | Artificial Intelligence - Machine Learning
Artificial Intelligence (AI) is fundamentally reshaping the recruitment landscape. Consequently, it comes as no surprise that 43% of Human Resources professionals have already integrated it into their hiring procedures. The swift adoption of AI can be attributed to organizations recognizing its potential to enhance their recruitment endeavors. Given the projected growth of the global AI market, expected to surpass $1.8 billion by 2030, it is evident that this transformation is a lasting one.
Recruitment is an endeavor that demands significant resources and time, often accompanied by various challenges. From sourcing and vetting candidates to conducting interviews and evaluating talent, recruiters must navigate a diverse array of tasks to pinpoint the ideal match for the company’s requirements. The emergence of AI signifies that numerous aspects of these tasks can now be streamlined, resulting in time and resource savings for hiring managers. In this article, we will delve into the ways in which AI is reshaping the recruitment process and explore the advantages this technology can offer to businesses.
What is AI in recruitment?
AI in recruitment refers to the integration of artificial intelligence technology into the hiring process, aiming to streamline and automate various recruitment tasks. By harnessing the power of data, AI enables recruiters to make more informed decisions. It can aid in tasks such as candidate sourcing and screening, analyzing resumes and job applications, conducting pre-employment assessments, and even predicting candidate success and cultural fit.
The significance of AI in recruitment lies in its capacity to save time and resources, enhance the precision of candidate matches, reduce biases, and facilitate data-driven decision-making. This technology holds the potential to revolutionize the hiring landscape by increasing efficiency, accuracy, and overall effectiveness in identifying and attracting the right talent for organizations.
Why is AI crucial in recruitment?
Utilizing AI-driven technology empowers recruitment teams to enhance efficiency and focus on strategic goals. It affords them more time to strategize and concentrate on broader objectives.
Here are four compelling reasons why recruiters should stay updated about AI in recruitment:
1. Optimize recruitment efficiency
The recruitment process is typically lengthy and involves a substantial amount of manual work. On average, recruiters spend up to 30 hours per week on administrative tasks like candidate sourcing, resume screening, interview scheduling, and coordination with the hiring team. This can lead to a significant loss of productivity. AI-powered solutions have the capability to swiftly sift through thousands of applications and identify qualified candidates. This enables HR teams to drastically reduce the time spent on administrative tasks, allowing them to focus on strategic endeavors that yield tangible results for the organization.
2. Mitigate recruitment bias
Human biases can inadvertently seep into the recruitment process and influence decisions in ways that may not align with an organization’s values and priorities. Nearly 50% of HR Managers admit to being influenced by unconscious bias when selecting candidates. This can result in suboptimal hires and hinder organizations striving for diversity in their workforce. When appropriately applied, AI has the potential to counteract these biases and eliminate subjectivity in the hiring process. AI can objectively evaluate candidates based on qualifications and experience, devoid of subjective factors such as age, gender, and race.
3. Elevate candidate experience
An inefficient recruitment process and impersonal approach can significantly deter job applicants, leading to a negative candidate experience. In fact, a survey revealed that almost 60% of candidates turned down job offers due to poor recruitment experiences. This not only discourages potential candidates from reapplying in the future but can also tarnish an employer’s brand. AI-powered recruitment tools can alleviate this issue by streamlining the entire application process, making it more efficient and enjoyable for candidates. By leveraging AI to enhance the recruitment process’s engagement and personalization, organizations can markedly improve candidate experience and attract more qualified candidates.
4. Enhance the quality of hires
Employees form the backbone of a business, and a single suboptimal hire can have a profound impact on a company’s productivity and bottom line. The United States Department of Labor estimates that a poor hire might cost a company up to 30% of the employee’s first-year salary. Some HR agencies estimate even higher costs, ranging from $240,000 to $850,000 per employee. This is where AI can prove invaluable. When used in conjunction with traditional methods, AI-powered recruitment solutions can evaluate job candidates using data and analytics, providing insights that assist managers in making well-informed decisions.
How can AI revolutionize recruitment?
AI is reshaping the recruitment process, offering a smart and cost-effective approach to accelerate hiring while elevating the quality of hires. Below, we delve into how AI can bring benefits to various facets of talent acquisition:
Candidate Sourcing
AI-powered sourcing tools simplify the process of locating and engaging with relevant talents swiftly. These tools employ algorithms and machine learning to automate tasks like scouring job boards, internal databases, and social media platforms, identifying and sourcing the most suitable candidates for a specific role. Some AI-driven sourcing tools also furnish recruiters with data-driven insights and recommendations, aiding them in making well-informed decisions.
A diverse range of AI-based sourcing tools with distinct features and capabilities are available in the market. For instance, some focus on optimizing marketing efforts and real-time candidate interaction, while others employ AI chatbots to assess role fit and guide candidates through the application process. These tools confer numerous advantages to recruiters, including expedited candidate sourcing, heightened accuracy and efficiency, and enhanced collaboration with their team.
Candidate Screening
Screening is a pivotal step in hiring, distinguishing the most qualified candidates from a pool of applicants. However, this step can be laborious and manual, especially with a high volume of applications. This is where AI screening tools come into play. These tools, leveraging AI technology, swiftly extract crucial information from job applications to inform hiring decisions and efficiently highlight top candidates.
AI screening systems utilize various methods, from resume parsing to behavioral and skill assessments. For instance, they may flag potential incompatibilities in personalities or behavior patterns unsuitable for a specific role. These insights can then guide recruiters in narrowing down the candidate pool and focusing on those with greater potential.
Talent Assessment
AI-driven talent assessment tools are gaining traction in evaluating candidate competencies and personality traits. These tools employ gamification, behavioral assessments, and skill testing for a comprehensive and efficient evaluation. AI algorithms analyze the generated data to deliver detailed reports on a candidate’s strengths, weaknesses, and personality traits. This not only conserves time and resources for organizations but also provides candidates with an engaging platform to showcase their abilities.
Widely used AI-powered assessment tools offer features such as gamified assessments, personality and skill evaluations, culture fit assessments, and social skills evaluations. Moreover, these tools can be tailored to suit specific organizational needs and seamlessly integrated into existing systems.
Candidate Interviews
Candidate interviews are pivotal in evaluating abilities and personality. While traditional interviews can be time-consuming for recruiters, AI-enabled interview platforms streamline the process, leveraging data and analytics. These platforms enable pre-screening interviews via video calls and text-based interactions, with conversations recorded and analyzed using machine learning to identify top candidates for further interviews.
AI-powered interview tools analyze voice and facial expressions, discerning a candidate’s tone, demeanor, and emotional state. These insights, combined with the content of their answers, offer a more comprehensive understanding of their fit for the role. Additionally, these platforms provide recruiters with insights into the candidate’s performance, such as response times and engagement levels.
Offer and Onboarding
Creating a positive onboarding experience is vital for leaving a lasting impression on new hires. AI-based tools empower HR teams to craft engaging, personalized onboarding experiences. From introducing new hires to the organization’s culture to assisting them in their initial days, these solutions streamline the process, ensuring a seamless experience.
Machine learning and AI technology enable these platforms to understand each organization’s unique needs, delivering tailored onboarding experiences while accommodating a large number of new hires. By prioritizing engagement and creating a positive first impression, organizations set the stage for a successful, productive long-term relationship with their new employees.
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by Teknita Team | Sep 12, 2023 | Artificial Intelligence - Machine Learning
AI, a formidable force in modern technology, holds the potential to revolutionize the landscape of cybersecurity. While offering unprecedented capabilities, it also introduces significant considerations for security, privacy, and ethics. In this blog post, we will explore some of the ways that AI can strengthen cybersecurity in the near future.
Detecting and Preventing Threats
One of the benefits of AI for cybersecurity is that it can help detect and prevent cyberattacks, fraud, and other malicious activities. AI can analyze large amounts of data, identify patterns and anomalies, and respond quickly to threats. For example, AI can help protect networks and systems from hackers by using machine learning to detect intrusions, malware, and phishing. AI can also help prevent fraud by using natural language processing to verify identities, detect fake accounts, and flag suspicious transactions.
Boosting Efficiency and Compliance
Another benefit of AI for cybersecurity is that it can improve the efficiency and effectiveness of data protection and compliance. AI can help automate tasks, augment human capabilities, and enhance decision making. For example, AI can help data security teams by using cognitive computing to simulate human thought processes and enable rapid decision-making in times of critical need. AI can also help organizations comply with data regulations by using data governance and encryption tools to manage data lifecycle and access rights.
Navigating Ethical Quandaries
AI also has some challenges for cybersecurity that need to be addressed. One of the main challenges is the ethical use of AI and its potential for abuse. AI can be used for malicious purposes such as creating fake news, deepfakes, or propaganda that can manipulate public opinion or influence elections. AI can also be used for cyberwarfare or cyberterrorism that can disrupt critical infrastructure or cause physical harm.
Securing AI Systems
Another challenge is the security of AI systems themselves. AI systems can be vulnerable to attacks such as data poisoning, adversarial examples, or backdoors that can compromise their performance or integrity. AI systems can also be subject to bias, error, or uncertainty that can affect their reliability or accountability.
Building a Secure AI Ecosystem
Therefore, it is essential to develop and implement robust security measures for AI systems and applications. Some of the possible solutions include:
- Developing ethical principles and standards for AI design and use
- Implementing security best practices and frameworks for AI development and deployment
- Enhancing security awareness and education for AI users and stakeholders
- Establishing governance and oversight mechanisms for AI regulation and compliance
- Fostering collaboration and coordination among AI researchers, developers, users, and regulators
AI can strengthen cybersecurity in the near future, bringing both opportunities and challenges. By adopting a proactive and responsible approach to cybersecurity, we can harness the benefits of AI while mitigating the risks.
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by Teknita Team | Sep 6, 2023 | Artificial Intelligence - Machine Learning, Process Automation
PayEye is a European fintech company with Polish roots and global reach, that has developed the world’s first commercial biometric glance payment service and express e-payeye payment for the e-commerce market. PayEye is not only a technology that allows biometric payments, but also a powerful marketing platform that connects offline and online stores with customers. In this blog post, I will introduce you to the features and benefits of PayEye, and how you can use it to make your life easier and more secure.
What is PayEye and how does it work?
PayEye is a technology that enables fast and secure biometric payments using your eye and face. You don’t need anything to pay for everything. All you need is to download the PayEye app on your smartphone and register your biometric data. PayEye uses advanced algorithms to process your iris and face into a biometric pattern, which is then stored in a secure cloud. Your biometric data is never shared with anyone, and you can delete it at any time.
To pay with PayEye, you just need to look at the eyePOS device, which is a special payment terminal that scans your eye and face. The eyePOS device verifies your identity and authorizes the payment in seconds. You can also use PayEye to pay online with e-payeye, which is an express payment option for e-commerce. You just need to scan a QR code on the website with your PayEye app, and confirm the payment with your eye and face.
PayEye is compatible with any currency and any bank account. You can also link multiple bank accounts to your PayEye app, and choose which one to use for each payment. You can also set spending limits, view transaction history, and manage your personal settings in the app.
What are the benefits of PayEye?
PayEye offers many benefits for both customers and merchants. Here are some of them:
1. Convenience: You don’t need to carry cash, cards, or wallets. You don’t need to remember passwords, PINs, or codes. You don’t need to fill in forms or enter details. You just need to look and pay.
2. Security: Your biometric data is unique and cannot be forged, stolen, or lost. Your payment is encrypted and protected by multiple layers of security. You can also block your account or delete your data at any time.
3. Speed: Your payment is processed in seconds, without any delays or errors. You can also pay online without redirections or confirmations.
4. Innovation: You can experience the future of payments today, with a technology that is cutting-edge and user-friendly.
5. Social responsibility: PayEye supports environmental causes by reducing paper waste and carbon footprint.
How can I start using PayEye?
To start using PayEye, you just need to follow these simple steps:
- Download the PayEye app from Google Play or App Store.
- Register your biometric data by scanning your eye and face with your smartphone camera.
- Link your bank account or card to your PayEye app.
- Find a store that accepts PayEye payments by looking for the eyePOS device or the PayEye logo.
- Look at the eyePOS device or scan the QR code on the website with your PayEye app.
- Confirm the payment with your eye and face.
That’s it! You are ready to pay with PayEye!
PayEye is a revolutionary technology that allows you to pay with your eye and face. PayEye is the answer to the needs and expectations of consumers around the world.
If you want to learn more about PayEye, click here.
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by Teknita Team | Sep 4, 2023 | Uncategorized
Job interviews are often described as nerve-wracking experiences. Candidates prepare extensively for the standard questions about their qualifications, work history, and career goals. But what about those curveball questions that seem to come out of left field? The ones that leave you scratching your head and wondering, “What does this have to do with the job?” These absurd questions might catch you off guard, but they also present an opportunity to showcase your problem-solving skills, creativity, and ability to stay cool under pressure. In this blog post, we’ll explore the art of responding to absurd questions during a job interview and how you can turn these unexpected moments into opportunities to shine.
1. Expect The Unexpected
The first step in mastering the art of responding to absurd questions is to expect them. You should anticipate that at least one “peculiar” question will come up in every interview. As the business world becomes more unpredictable, employers are looking for candidates who can adapt and think on their feet. These unusual questions are designed to assess your ability to handle unexpected situations and display your resourcefulness. Don’t be surprised when you encounter them; instead, be prepared.
As an interesting tidbit, FC cites a question posed by Apple recruiters: “You have two eggs, how do you determine from which floor you can drop them without breaking them?”. Meanwhile, at Amazon, the question arises: “How would you solve this problem while being on Mars?”.
2. Stay Calm
No matter how bizarre the question, remember to stay calm. Interviewers use these questions to gauge your reaction under pressure. A quivering voice or panicked expression won’t reflect well on your ability to handle workplace challenges. Take a deep breath, smile, and give yourself a moment to gather your thoughts. Composure is key – remember not to panic.
3. Be Yourself
While it’s important to remain composed, it’s equally crucial to be yourself. Even when faced with the most unexpected queries, respond in a way that aligns with your values and principles. Authenticity matters because it helps recruiters determine if you’ll fit into the company’s culture. After all, working in an environment where you don’t feel comfortable can lead to dissatisfaction and burnout.
While answering unconventional questions, have fun, but don’t forget your everyday thoughts. Seemingly trivial and crazy questions hold significant value for the recruiter and say a lot about the candidate.
4. Embrace the Challenge
Think of these unconventional questions as opportunities to showcase your skills and personality. While it’s essential to be authentic, don’t hesitate to have a little fun with your answers. Inject your unique perspective and personality into your responses. Recruiters often use these seemingly trivial questions to get a deeper sense of who you are and how you think.
5. Don’t Expect Immediate Feedback
“Unconventional” questions can make you anxious. Thoughts may arise about whether the response was too far from reality or if it was “correct”, but resist the urge to ask the interviewer for immediate feedback.
This can come across as insecurity or a lack of confidence. Instead, have faith in your response, grounded in your values and thought process. Trust that your answer reflects your abilities and personality authentically.
Conclusion:
Mastering the art of responding to absurd questions during a job interview is all about preparation, composure, and authenticity. Embrace these unique moments as opportunities to showcase your problem-solving skills and creativity. By expecting the unexpected and staying true to yourself, you can turn these seemingly odd questions into chances to shine and leave a lasting impression on your potential employer. So, the next time you encounter a quirky interview question, remember to stay calm, be yourself, and seize the opportunity to demonstrate your excellence.
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by Teknita Team | Aug 30, 2023 | Artificial Intelligence - Machine Learning
Artificial intelligence (AI) is the ability of machines to perform tasks that normally require human intelligence, such as reasoning, learning, decision making, and creativity. AI has been used in information technology (IT) for a long time, mainly for automation purposes. Automation is the process of using machines or software to perform tasks that are repetitive, tedious, or error-prone, without human intervention. Automation can increase efficiency, accuracy, and productivity, while reducing costs and risks.
However, automation is not the only way that AI can transform IT. AI can also enable augmentation, which is the process of using machines or software to enhance or complement human capabilities, rather than replace them. Augmentation can improve performance, creativity, and innovation, while empowering humans to do more and better.
In this blog post, I will discuss some examples of how AI is transforming IT from automation to augmentation, and what that means for IT professionals and users.
AI for Automation
AI has been used for automation in various domains of IT, such as:
- Data management: AI can automate tasks such as data collection, cleaning, integration, analysis, and visualization. For example, Microsoft Power BI is a business intelligence tool that uses AI to help users access and analyze data from various sources, and create interactive dashboards and reports.
- Software development: AI can automate tasks such as coding, testing, debugging, and deployment. For example, GitHub Copilot is an AI-powered code assistant that helps developers write better code faster by suggesting code snippets based on their context and preferences.
- Cybersecurity: AI can automate tasks such as threat detection, prevention, response, and recovery. For example, Microsoft Defender is a comprehensive security solution that uses AI to protect devices, data, identities, and cloud services from various cyberattacks.
- Customer service: AI can automate tasks such as answering queries, providing support, and generating feedback. For example, Microsoft Dynamics 365 Customer Service is a customer relationship management tool that uses AI to help agents and customers resolve issues faster and more effectively.
AI for Augmentation
AI can also be used for augmentation in various domains of IT, such as:\
- Data science: AI can augment human data scientists by providing insights, recommendations, and explanations. For example, Microsoft Azure Machine Learning is a cloud-based platform that uses AI to help data scientists build, train, and deploy machine learning models with ease and confidence.
- Software engineering: AI can augment human software engineers by providing guidance, feedback, and collaboration. For example, Microsoft Visual Studio is an integrated development environment that uses AI to help software engineers write, debug, and optimize code with smart features such as IntelliSense, Live Share, and CodeLens.
- Cybersecurity: AI can augment human cybersecurity experts by providing alerts, advice, and assistance. For example, Microsoft Azure Sentinel is a cloud-native security information and event management tool that uses AI to help cybersecurity experts detect, investigate, and respond to threats with speed and scale.
- Customer experience: AI can augment human customer experience by providing personalization, engagement, and satisfaction. For example, Microsoft Cortana is a personal digital assistant that uses AI to help users get things done across devices and applications with natural language and voice commands.
Implications for IT Professionals and Users
The shift from automation to augmentation has significant implications for IT professionals and users. On one hand, it creates new opportunities for learning, growth, and innovation. On the other hand, it also poses new challenges for ethics, trust, and responsibility.
For IT professionals:
- They need to embrace lifelong learning and upskilling to keep up with the rapid changes and advancements in AI technologies.
- They need to adopt a human-centric approach to designing and developing AI solutions that are aligned with the needs and values of the users and stakeholders.
- They need to ensure the quality, reliability, and security of the AI solutions they create or use.
- They need to adhere to the ethical principles and best practices of using AI responsibly and accountably.
For IT users:
- They need to be aware of the benefits and risks of using AI solutions in their daily lives or work.
- They need to be able to understand how the AI solutions work and what they can or cannot do.
- They need to be able to control the level of autonomy and interaction they want from the AI solutions.
- They need to be able to trust the outcomes and decisions made by the AI solutions.
Conclusion
AI is transforming IT from automation to augmentation. This means that AI is not only doing things for us but also doing things with us. AI is not only replacing human tasks but also enhancing human capabilities. AI is not only a tool but also a partner. This transformation has profound implications for IT professionals and users, who need to adapt and evolve accordingly. By doing so, we can harness the power of AI to create a better future for IT and beyond.
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