Artificial intelligence (AI), machine learning (ML), and various other associated technologies have been making waves in recent years. Whether it’s the world of data analytics, communication, or anything in between, intelligent tech is undoubtedly here to stay.
But for this transformation to keep growing, companies need skilled technologists. Without the right tech pros by their side, many organizations can’t harness these technologies’ full potential. As a result, certain AI job trends are emerging.
If you would like to know more about the 2021 AI job trends that deserve your attention, here’s what you need to know.
More Than a Developer
AI-specific developer skills are certainly must-haves for many organizations. Finding professionals who can build the required algorithms or pathways for the execution of task automation is undoubtedly a necessity, highlighting the precise kind of expertise technologists in this niche need to bring to the table.
However, technical prowess is typically only the tip of the iceberg. In 2021, AI jobs will ask more of their developers, mainly by seeking out professionals with business analyst capabilities.
The reason for the shift is fairly simple. While some AI developer roles focus on creating solutions that achieve a known desired outcome, not all do. At times, the developer needs to be able to identify potential business needs first. Then, they can take that direction and automate the related task.
Business analyst skills focus on that approach. It’s the point where technology and business acumen collide, allowing the developer to assume a dual-function role and play a critical part in the planning and execution of new solutions.
The Rise of Process Mining
In 2021, process mining is poised for significant growth. Process mining is essentially an AI-supported investigation tool that seeks new opportunities to use AI to streamline operations. The technique involves using AI and related technologies to identify processes that exhibit a clear operation pattern, allowing them to be targeted for automation.
Technologists can take advantage of this trend by learning skills that allow them to play an integral role in process mining. With the right skillset, significant career growth is certainly possible, particularly as more companies adopt the strategy.
Analyzing AI Results
While automation can be incredibly beneficial for companies, every implementation may not generate positive results. In 2021, using data analytics to assess the impact of AI and automation will become increasingly common as a result.
The goal will be to identify which automated tasks are enhancing efficiency and productivity. Cost analysis will also play a role, ensuring an investment in automation is genuinely leading to gains.
Technologists who have a strong understanding of AI and automation, and data analytics, may be able to benefit from this trend. With the right skill set, they can help companies determine which kinds of automation lead to the most significant ROI, something that certainly can be a career booster.
Ultimately, all of the AI job trends above can benefit technologists who want to focus their careers on this exciting specialty. If you’d like to learn more about emerging trends, the staff at The Squires Group can help. Contact us today.
