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Can I work on new and emerging technologies like LLMs in IT companies like Microsoft, IBM, Capgemini?
Do large companies offer an inexperienced grad access to roles in new technology ?
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11 answers
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Dr. Kelly’s Answer
Prominent IT corporations such as Microsoft, IBM, and Capgemini frequently spearhead the development and application of novel and emerging technologies, which include Large Language Models (LLMs) and other breakthroughs in artificial intelligence and machine learning. Many of these large-scale companies provide opportunities for budding graduates to engage with these new technologies. They often have bespoke programs or initiatives, like graduate training programs or internships, tailored specifically for fresh graduates. These programs generally offer training, mentorship, and practical experience in state-of-the-art technologies, enabling new graduates to hone their skills and gain insight into the industry's evolving trends.
Moreover, these large companies might have exclusive research and development teams or innovation labs where employees, including recent graduates, can participate in projects involving new technologies. These settings often cultivate creativity and experimentation, offering opportunities for individuals to contribute to and learn about the most recent advancements in their field.
To engage with such technologies in these companies, you would generally need a robust background in computer science, machine learning, natural language processing, or a related field. You might also need relevant experience or projects that showcase your skills in these areas. Staying current with the latest research and developments in the field will be vital, as these companies often look for individuals who are well-informed and passionate about cutting-edge technologies.
In summary, while prior experience may be a deciding factor for some roles, many large companies appreciate the worth of recruiting and investing in talented individuals who may lack extensive experience but show promise and eagerness for learning and working with new technologies.
Moreover, these large companies might have exclusive research and development teams or innovation labs where employees, including recent graduates, can participate in projects involving new technologies. These settings often cultivate creativity and experimentation, offering opportunities for individuals to contribute to and learn about the most recent advancements in their field.
To engage with such technologies in these companies, you would generally need a robust background in computer science, machine learning, natural language processing, or a related field. You might also need relevant experience or projects that showcase your skills in these areas. Staying current with the latest research and developments in the field will be vital, as these companies often look for individuals who are well-informed and passionate about cutting-edge technologies.
In summary, while prior experience may be a deciding factor for some roles, many large companies appreciate the worth of recruiting and investing in talented individuals who may lack extensive experience but show promise and eagerness for learning and working with new technologies.
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Jessica’s Answer
Hello, an abundance of opportunities await you to explore technologies such as Large Language Models (LLMs) in leading corporations like IBM, Microsoft, and more. Specifically, with the rapid advancement of Artificial Intelligence, technologies like LLMs have become an exciting field to delve into and gain knowledge from. Possessing a positive and eager attitude will open doors for you to engage with a plethora of emerging technologies. Plus, you'll have the chance to collaborate with a diverse group of individuals, each possessing unique skills.
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Rory’s Answer
Absolutely! Tech giants like Microsoft, IBM, and Capgemini are teeming with opportunities to engage with cutting-edge technologies. Let's delve into some of these thrilling trends:
Hybrid Workplace Empowerment Tools: As the ripple effects of COVID-19 continue and the hybrid work model persists, companies are pouring resources into tools that enable smooth collaboration between remote and on-site teams. Get ready to see a surge in the use of augmented reality (AR), virtual reality (VR), and advanced collaboration suites to enrich workplace experiences.
Cloud Streamlining Technologies: As more workloads shift to the cloud, technologies that promote portability and efficient workload management are coming to the fore. Keep an eye out for container orchestration and cloud-native platforms. These solutions encourage multi-cloud adoption, prevent vendor lock-in, and foster innovation on a grand scale.
AI and Machine Learning (LLMs): The realm of artificial intelligence (AI) and machine learning (ML) is advancing at a rapid pace. Pioneers like Microsoft and IBM are leading the charge in LLM research and application. A wealth of opportunities exist in areas such as natural language processing (NLP), computer vision, recommendation systems, and predictive analytics. If LLMs spark your interest, these companies have thrilling roles to offer.
Blockchain: Blockchain technology is transforming a range of industries, from finance to supply chain management. Companies like IBM are at the forefront of exploring blockchain applications. If you're fascinated by decentralized systems, this is a field to keep an eye on.
Open Hybrid Cloud: IBM underscores the significance of an open hybrid cloud strategy. Knowing how to integrate and manage hybrid cloud environments is a prized skill. It involves blending public cloud services with on-premises infrastructure, guaranteeing flexibility and scalability.
Big Data and Analytics: Companies are turning to data-driven insights for decision-making. Mastery in big data technologies, data engineering, and analytics can unlock opportunities in organizations like Capgemini and Microsoft.
Hybrid Workplace Empowerment Tools: As the ripple effects of COVID-19 continue and the hybrid work model persists, companies are pouring resources into tools that enable smooth collaboration between remote and on-site teams. Get ready to see a surge in the use of augmented reality (AR), virtual reality (VR), and advanced collaboration suites to enrich workplace experiences.
Cloud Streamlining Technologies: As more workloads shift to the cloud, technologies that promote portability and efficient workload management are coming to the fore. Keep an eye out for container orchestration and cloud-native platforms. These solutions encourage multi-cloud adoption, prevent vendor lock-in, and foster innovation on a grand scale.
AI and Machine Learning (LLMs): The realm of artificial intelligence (AI) and machine learning (ML) is advancing at a rapid pace. Pioneers like Microsoft and IBM are leading the charge in LLM research and application. A wealth of opportunities exist in areas such as natural language processing (NLP), computer vision, recommendation systems, and predictive analytics. If LLMs spark your interest, these companies have thrilling roles to offer.
Blockchain: Blockchain technology is transforming a range of industries, from finance to supply chain management. Companies like IBM are at the forefront of exploring blockchain applications. If you're fascinated by decentralized systems, this is a field to keep an eye on.
Open Hybrid Cloud: IBM underscores the significance of an open hybrid cloud strategy. Knowing how to integrate and manage hybrid cloud environments is a prized skill. It involves blending public cloud services with on-premises infrastructure, guaranteeing flexibility and scalability.
Big Data and Analytics: Companies are turning to data-driven insights for decision-making. Mastery in big data technologies, data engineering, and analytics can unlock opportunities in organizations like Capgemini and Microsoft.
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Julius’s Answer
Yes, you can work on new and emerging technologies like LLMs in IT companies like Microsoft, IBM, and Capgemini. These companies are always looking for skilled professionals who are knowledgeable about the latest technologies and are willing to learn and adapt to the changing IT landscape. By staying informed about new technologies and continuously upgrading your skills, you can position yourself to work on cutting-edge projects in these companies.
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Seng’s Answer
Dear Mark,
I believe you're asking two distinct yet interconnected questions:
A) How can I delve into emerging technologies?
B) How can I find my place in IT companies?
You have the opportunity to explore and master emerging technologies by utilizing free online courses offered by platforms like Coursera and eDX. They provide a wealth of knowledge at your fingertips. Once you've gained a solid understanding of these cutting-edge technologies, you're ready for the next step.
As for securing a role in IT companies, your newly acquired skills and credentials will be your ticket in. You can confidently apply to these companies, showcasing your knowledge and readiness to contribute to their technological advancements. Remember, every step you take towards learning is a step closer to your goal. Keep going!
I believe you're asking two distinct yet interconnected questions:
A) How can I delve into emerging technologies?
B) How can I find my place in IT companies?
You have the opportunity to explore and master emerging technologies by utilizing free online courses offered by platforms like Coursera and eDX. They provide a wealth of knowledge at your fingertips. Once you've gained a solid understanding of these cutting-edge technologies, you're ready for the next step.
As for securing a role in IT companies, your newly acquired skills and credentials will be your ticket in. You can confidently apply to these companies, showcasing your knowledge and readiness to contribute to their technological advancements. Remember, every step you take towards learning is a step closer to your goal. Keep going!
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David’s Answer
The replies given so far are fantastic! I'd like to further highlight that it's not just tech giants like Microsoft, IBM, or Capgemini who are investing heavily in emerging technologies. Large consulting firms such as Deloitte, PWC, EYP, and KPMG are also pouring substantial resources into this exciting field. All these organizations, including the one I'm part of, offer extensive training programs for newcomers or those with less experience. So, there's a world of opportunity waiting for you out there!
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Tasha’s Answer
Hi, I work at IBM and can confirm there are a lot of IBMers working on new and emerging technologies here: LLMs, generative AI, quantum computing, etc.
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Scot’s Answer
Yes, certainly. There is a huge focus on developing skills in emerging technology like GenAI even at the largest IT corporations like IBM. You will find very polished learning material, demo systems, and other resources available only to that organization. Not only will folks have those opportunities, they may even be REQUIRED to take some of those learning courses to ensure their skills remain fresh.
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Daria’s Answer
Certainly! Working on new and emerging technologies is an exciting prospect, especially in large IT companies like Microsoft, IBM, and Capgemini. Here's what you can expect:
1. Collaboration and Innovation:
- IBM and Microsoft are two of the largest global IT companies. While they might be perceived as competitors, they often collaborate to accelerate impact and influence at scale.
- These companies recognize the importance of staying at the forefront of technology. They actively invest in research and development, exploring emerging trends and disruptive innovations.
2. Opportunities for Inexperienced Grads:
- Yes, large IT companies do offer opportunities for inexperienced graduates to work on new technologies.
- Project Rotation: Many companies have project rotation programs. As a new hire, you'll likely have the chance to work on different projects, gaining exposure to various technologies.
- Training and Skill Development: Companies provide training and resources to help you learn new technologies. They understand that fresh talent brings a fresh perspective.
3. Areas of Focus:
- Hybrid Cloud: The impact of COVID-19 has accelerated the adoption of hybrid work environments. Companies are investing in tools and solutions to enable seamless collaboration between remote and on-site teams.
- AI and Machine Learning (LLMs): These technologies are in high demand. Companies are exploring applications in natural language processing, computer vision, recommendation systems, and more.
- Blockchain: Companies are experimenting with blockchain for secure transactions, supply chain management, and beyond.
- Quantum Computing: While still in its early stages, quantum computing is an area of intense research and development.
- Edge Computing: With the proliferation of IoT devices, edge computing is gaining prominence.
4. Career Paths:
- As an inexperienced grad, you'll likely start with foundational roles. However, expressing interest in specific technologies can lead to specialized roles.
- Consulting: Companies like Capgemini often work with clients across industries. Consultants get exposure to diverse technologies based on client needs.
5. Mainframe Modernization:
- Surprisingly, many companies still find value in their on-premise technology. For example, executives consider mainframe-based applications central to their business strategy.
- Companies like IBM and Microsoft collaborate on patterns to accelerate mainframe application modernization, leveraging both IBM Z and Microsoft Cloud capabilities.
Remember that your curiosity, willingness to learn, and proactive communication play a crucial role. Express your interest in working on new technologies, and you'll find opportunities to contribute and grow. 😊
1. Collaboration and Innovation:
- IBM and Microsoft are two of the largest global IT companies. While they might be perceived as competitors, they often collaborate to accelerate impact and influence at scale.
- These companies recognize the importance of staying at the forefront of technology. They actively invest in research and development, exploring emerging trends and disruptive innovations.
2. Opportunities for Inexperienced Grads:
- Yes, large IT companies do offer opportunities for inexperienced graduates to work on new technologies.
- Project Rotation: Many companies have project rotation programs. As a new hire, you'll likely have the chance to work on different projects, gaining exposure to various technologies.
- Training and Skill Development: Companies provide training and resources to help you learn new technologies. They understand that fresh talent brings a fresh perspective.
3. Areas of Focus:
- Hybrid Cloud: The impact of COVID-19 has accelerated the adoption of hybrid work environments. Companies are investing in tools and solutions to enable seamless collaboration between remote and on-site teams.
- AI and Machine Learning (LLMs): These technologies are in high demand. Companies are exploring applications in natural language processing, computer vision, recommendation systems, and more.
- Blockchain: Companies are experimenting with blockchain for secure transactions, supply chain management, and beyond.
- Quantum Computing: While still in its early stages, quantum computing is an area of intense research and development.
- Edge Computing: With the proliferation of IoT devices, edge computing is gaining prominence.
4. Career Paths:
- As an inexperienced grad, you'll likely start with foundational roles. However, expressing interest in specific technologies can lead to specialized roles.
- Consulting: Companies like Capgemini often work with clients across industries. Consultants get exposure to diverse technologies based on client needs.
5. Mainframe Modernization:
- Surprisingly, many companies still find value in their on-premise technology. For example, executives consider mainframe-based applications central to their business strategy.
- Companies like IBM and Microsoft collaborate on patterns to accelerate mainframe application modernization, leveraging both IBM Z and Microsoft Cloud capabilities.
Remember that your curiosity, willingness to learn, and proactive communication play a crucial role. Express your interest in working on new technologies, and you'll find opportunities to contribute and grow. 😊
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Joey’s Answer
Hello Mark! There's an exciting world of possibilities waiting for you in working with LLMs at big corporations straight after college, even in entry-level roles. My advice? Dive into Generative AI boot camps and secure an LLM certification from renowned companies like Google, Amazon, and Microsoft. This will significantly boost your chances and make you shine when you're applying for a job.
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Rajendra’s Answer
Yes, IBM offers great opportunities to pursue in the field of interest you want to explore. I have been with IBM for past 16 years and I have been exposed to multiple technologies like SAP, Cloud, Gen AI etc. This has helped me to keep pace with the newest technologies and upgrade my skill and knowledge. There is plenty of knowledge base articles, courses, certifications, badges that you can earn in the emerging technologies.