Artificial Intelligence (AI) and Machine Learning (ML) are not new concepts, but their applications are constantly evolving. It’s this evolution that is making them two of the hottest fields in tech today. In 2023, we can expect to see continued growth in the demand for AI and ML. This demand is already leading to a surge in job opportunities and driving demand for skilled professionals in these fields. Let’s look at emerging trends in AI and ML and the types of tech employment opportunities that will be in high demand in 2023.
Emerging Trends & Employment Opportunities
1. Automation: The Need for AI and ML Engineers
One of the biggest drivers of the demand for AI and ML in 2023 will be the need for automation. Automation is the process of using technology to complete repetitive tasks and reduce the need for human intervention. With the rise of AI and ML, companies can automate even more complex tasks, leading to increased efficiency and productivity. Additionally, it frees up employee time to focus on more critical takes that require creative thinking.
As automation becomes more prevalent, the demand for AI and ML engineers will skyrocket. These professionals will be responsible for designing and implementing the algorithms and models that power intelligent machines. AI and ML engineers will need a deep understanding of machine learning techniques and programming languages such as Python, R, and Java.
2. Decision-Making & Big Data: The Need for Data Scientists
Data has become the lifeblood of modern business. Consequently the rise of big data has created a need for professionals who can collect, analyze, and interpret vast amounts of information. Data scientists use statistical and machine learning techniques to extract insights and identify patterns in data. These insights and patterns can be used to inform business decisions.
For instance, in cyber security, AI can help detect and prevent cyberattacks by analyzing network data, identifying anomalies, and predicting potential threats. This can help prevent data breaches and protect sensitive information from falling into the wrong hands.
To gain a competitive edge in 2023, companies will seek to leverage the vast amounts of data available to them. This means that data scientists will be in high demand. For this reason, good data scientists will need a strong understanding of data science concepts, as well as programming languages such as Python, R, NumPy, Pandas, T
3. Cloud Computing: The Need for Cloud Engineers
Cloud computing has revolutionized the way businesses store and access data. With the cloud, companies can store data and run applications on remote servers, reducing the need for expensive on-premises hardware.
As companies increasingly move their AI and ML applications to the cloud, the demand for cloud engineers will soar. These professionals will be responsible for designing and implementing cloud-based infrastructure that supports AI and ML applications. They will need a deep understanding of cloud computing platforms such as Amazon Web Services (AWS) and Microsoft Azure. Additionally, they should have experience deploying and managing cloud-based applications.
4. Robotics: The Need for Robotics Engineers
Robots are no longer a futuristic concept; they are becoming increasingly prevalent in various industries, from manufacturing to healthcare. Robotics engineers are responsible for designing, building, and programming robots that can perform tasks autonomously. They need a deep understanding of computer science, mechanical engineering, and electrical engineering.
As the use of robots becomes more widespread, the demand for robotics engineers will grow. They will be responsible for designing and developing robots that can perform tasks faster, more accurately, and more efficiently than human workers.
Robotics engineering is a multidisciplinary field. Some of the necessary skills include programming languages such as C++, ROS, and MATLAB, coupled with skills in computer vision, motion planning, sensors and actuators, and mechanical design.
5. Ethical AI: The Need for Ethical AI Specialists
As AI and ML become more pervasive, concerns around ethical and responsible use of these technologies have become increasingly important. Ethical AI specialists are experts in ensuring that AI-powered systems are transparent, fair, and bias-free. AI ethics operate from a multidisciplinary approach, involving experts from diverse fields such as computer science, law, psychology, philosophy, and social sciences.
As companies are looking to build trust with their users and avoid negative consequences such as privacy violations, discrimination, and social unrest, ethical AI specialists will be in high demand. In the list of emerging trends in AI and ML, ethical AI is a strong contender.
Artificial Intelligence and Machine Learning will continue to be in high demand in 2023, driven by the need for automation, improved decision-making, ethical AI, and enhanced user experiences. Emerging trends in AI and ML are projecting huge growth. As a result there will be an increased need for big data, cloud computing, and robotics engineers. Since the field of ethical AI will grow alongside AI and ML, ethical AI specialists will also be in demand.
Ready to Find Your New Role? Here’s What You Need to Do
There are 3 things you should be doing if you’re ready to take advantage of emerging trends in AI and ML.
- Assess your current job situation and make a list of reasons why you’re looking, and identify your skill sets and experience
- Update your resume
- Partner with a technical recruiter who is experienced, and who not only has industry knowledge, but who will be your trusted advisor
At HIRECLOUT, we’ve built a reputation for filling the toughest positions for tech companies like Hulu, Tinder, Sony PlayStation and more. Our specialty is tech recruiting and staffing, placing candidates in permanent, contract, and contract-to-hire positions. Not sure if your resume is ready to go? Our recruiters will advise you on the best way to present yourself. In the meantime, you can check out our article on how to write a technical resume that will land you a job.