Crossover ’s Post

Is AI taking over data engineers? The short answer: no. AI is not taking over data engineering jobs but transforming them. While AI tools are becoming more capable of automating routine tasks, they are not replacing data engineers. Instead, AI is augmenting their capabilities, allowing them to focus on more strategic and complex problems. Data engineers play a crucial role in designing robust data architectures and data models that answer the business’ needs, ensuring data quality, and interpreting results—tasks that require human intuition and expertise. Embrace AI as a tool that elevates your role, not as a competitor. More to come on this soon. #AI #DataEngineering #DataScience #TechInnovation #DataEngineer

💼 Is AI only for big corporations? Not anymore! Small businesses often feel left behind in the AI revolution, thinking that implementing machine learning is too costly or complex. But the truth is, AI can transform every business—regardless of size. With XANDER, we’ve made AI accessible for small businesses. Imagine being able to predict customer behavior, personalize marketing, or even automate routine tasks without hiring a data scientist. Sounds too good to be true? It’s not. XANDER gives you the tools to automate your business processes and make smarter, data-driven decisions—no technical expertise required. Step into the future of business. AI is no longer out of reach, and neither is your company’s growth! #SMBTech #AIforSmallBusiness #BusinessGrowth #XANDER #artificialintelligence #machinelearning #linkedin #explore #nocode #aiisfuture

The Heart of Successful AI Projects? People. After a decade building AI/ML solutions and teams, one thing is crystal clear to me: AI isn't just about data, models, or algorithms – it’s about people. It’s data scientists who design models, the MLE and SWEs who operationalize it, the analysts who interpret the data, the business leaders who trust in the technology, and most importantly, the end-users who experience the impact. Whether you're a data scientist, MLE, SWI, DE, product manager, or leader, it's important to remember: - **Empathy fuels innovation**: Understand the problem you're solving. Great solutions come from walking in the shoes of those we’re serving. - **Collaboration beats competition**: The best AI outcomes happen when technical and non-technical minds come together. Magic happens when diverse perspectives unite. - **Celebrate the small wins**: AI projects can be a long journey. Acknowledge every milestone – every model deployed, every insight gained. The future of AI isn’t just in the tech – it’s in the hearts and minds of the people driving it. 💡 Let's cheer each other on! 🎉 #AIWithHeart #TeamworkInTech #EmpathyInAI #AILeaders

AI is not just software or a program that produces an output in response to an input. Instead, it represents a complex world of possibilities that requires proficient skills to manage efficiently. In order to obtain valuable data from AI for making predictions, analyzing phenomena, and supporting decision-making, companies need to have a team of experts, including Data Engineers, Data Scientists, AI Architects, and Machine Learning Engineers. The question then arises: how can companies establish an AI team that encourages effective collaboration among team members and with other departments? The answer on DeltalogiX ▶️ https://buff.ly/3Q1dbzk #aiteam #AI #datamining #datascience #artificialintelligence #DigitalTransformation #software #strategy #business #ceo #leader #enterprise

This conversation is well worth a listen for anyone pursuing a career in software sales. It covers lots of ground re AI e.g., the current state of LLMs, the strategic positioning of the major AI players (e.g., OpenAI, Anthropic) and Public Tech companies (e.g., Amazon, Microsoft, Google & Meta) etc. However, arguably the most interesting section is their discussion around the potential for innovation and disruption of incumbents in the Application Layer: Chetan Puttagunta: “You can just go through every single large SaaS market and go after it with an application layer investment and start to really think about what's now possible that wasn't possible two, three, four years ago” “And what becomes very clear is that what we're presenting is not a 5% improvement over an existing SaaS solution. It's about we can eliminate significant amounts of software spend and human capital spend and move this to this AI solution” A market dynamic worth being mindful of when assessing companies and potential career opportunities. #software #career #ai #saas

Stay Ahead in Tech with Elevate Solutions! 🚀💻 In today’s fast-evolving tech landscape, AI & ML aren’t just tools—they’re the competitive edge your business needs. At Elevate Solutions, we offer the perfect combination of tailored AI/ML solutions and specialized talent to unlock your business’s full potential. 🔍 What We Bring to the Table: Custom AI & ML Development: From predictive analytics to intelligent automation, we craft innovative solutions designed to align with your business objectives and deliver measurable results. Access to Top Talent: Need a Data Scientist, Machine Learning Engineer, or AI Specialist? Our pool of pre-vetted professionals is ready to integrate seamlessly into your team and drive innovation from day one. Effortless Integration: Our experts ensure your AI/ML solutions work flawlessly with your current systems, minimizing disruption and maximizing ROI. Why Choose Elevate Solutions? Because we don’t just deliver cutting-edge technology; we provide the expertise to help you implement, scale, and thrive—all in one place. Let’s shape the future of your business together. 🚀📈 #AI #MachineLearning #TechInnovation #CustomSolutions #BusinessGrowth #ElevateSolutions #TechTalent #ScalableSolutions #FutureReady

🚀 Embracing the AI Revolution 🚀 AI is not just a trend; it's an inevitable wave that's reshaping industries and transforming the way we live and work. Much like the internet, mobile phones, and digital photography before it, AI is set to revolutionize our world. Recognizing this potential, I am committed to positioning myself at the forefront of this technological evolution. Over the next few months, I will be deeply immersed in AI through structured courses, hands-on projects, and practical applications. My goal is to become a thought leader in AI, not only within T-Mobile but also in the broader tech community. To achieve this, I am building on my foundational knowledge with Snowflake Level 1 and 2 classes, enhancing my SQL skills, and planning to develop an AI-powered dashboard. With a dedicated learning schedule of 5-7 hours per week and a clear, strategic vision, I am confident in my ability to stay ahead of the curve and leverage AI to drive innovation and success. I invite you to join me on this journey of exploration, learning, and innovation. Together, we can harness the transformative power of AI and shape a better future. #AI #ArtificialIntelligence #Innovation #TechLeadership #LearningJourney #FutureOfTech #AIThoughtLeader

📢 Exciting News for AI Enthusiasts! 🚀 Just read an insightful article on Yahoo Finance about one of the fastest-growing opportunities in the tech world: investing in AI infrastructure. As AI gets embedded into our day-to-day processes across industries like healthcare, finance, and retail, the need for a strong backbone to support these technologies is skyrocketing. Industry analysts are eyeing companies that provide high-performance computing, innovative storage solutions, and specialized AI chips. This makes them prime targets for savvy investors looking to get a piece of the next big thing. 🔍📈 From my own experience in AI consulting, I've seen firsthand how crucial robust infrastructure is for implementing effective AI solutions. It’s amazing to observe what can be achieved when our tech stack is finely tuned – from accelerating business processes to unlocking new capabilities in machine learning. 💡 Let's keep the conversation going: - What infrastructure trends are you noticing in your industry? - Are there any particular companies or technologies you're keeping an eye on? 📊 Some Stats: - AI infrastructure market is projected to grow exponentially. - Significant investments being funneled into specialized AI hardware. Join the discussion and share your experiences! Let’s shape the future of AI together. 🌐🤖 #AI #ArtificialIntelligence #TechInvesting #MachineLearning #DeepLearning #HPC #DataStorage #Innovation #FutureOfTech

OpenAI's new AGI definition: Hit $100B in profits. But what does this mean for YOUR business? The tech giant is restructuring into a Delaware Public Benefit Corporation with a CONTROVERSIAL twist: They've defined Artificial General Intelligence (AGI) as "when an AI system generates $100 billion in profits." Let that sink in... Why this matters for small businesses: 1. MARKET DYNAMICS When profit becomes the measure of intelligence, smaller players might get pushed out faster than expected. 2. INVESTMENT LANDSCAPE Microsoft's $13B stake shows where the big money is flowing... away from traditional tech investments. 3. STRATEGIC IMPLICATIONS This isn't just about OpenAI - it's about how AI development will be PRIORITIZED going forward. 4. COMPETITIVE PRESSURE As OpenAI chases that $100B mark, expect RAPID acceleration in AI capabilities and pricing changes. The reality? This restructuring isn't just corporate news. It's a signal of how AI will evolve - focused on profit over societal impact. Even Elon Musk has filed a lawsuit to stop this shift. Question for business leaders: How are you preparing your company for this new AI landscape? #AI #BusinessStrategy #Innovation #FutureOfWork

Team Formation AI might be the coolest use of AI I’ve seen so far. Last week I got the chance to demo it before it launched, and I was blown away. With a deluge of generative AI applications coming out from every hiring platform under the sun, this is the first I’ve seen that will actually change the way industry leaders and highly-skilled tech talent connect. With Team Formation AI, hiring managers get access to top Silicon Valley talent that they can onboard in days, not months. And A.Team’s expert network gets an AI that won’t take our jobs; instead, it’ll get work for us. How it works: Just tell Team Formation AI what you’re building and it will instantly scope each of the roles you need and recommend engineers, product managers, data scientists, and designers with the optimal skills, experience, and ability to work well together, from A.Team’s vetted expert network of 11,000+ engineers, product managers, data scientists, and designers. Using A.Team’s proprietary TeamGraph algorithm, it leverages the collective intelligence of thousands of successful innovations to ensure you get the perfect mix of skills, experience, and working relationships. This means your team gels quickly and works productively right from the start. Try it out here for yourself, and get building: https://hubs.la/Q02Ctnzf0 #TeamFormationAI