The Impact of Generative-AI Technology on Jobs by AI News Jul, 2023 DataDrivenInvestor
For the artificial intelligence and machine learning industry, and for those working in tech as a whole, OpenAI’s chatbot represents a true crossing of the Rubicon. We’re at the start of an incredibly exciting era that will fundamentally transform the way information is accessed, content is created, customer needs are served, and businesses are run. Companies that act first and most aggressively stand to create an outsize advantage over those who hesitate, elevating employee capabilities, delighting customers, and introducing powerful new business models. Mimicking human features and characteristics in avatars of a conversational AI can be a valuable way of creating rapport with users. But customer service personnel must continually monitor and evaluate the many risks such representations run such as unconscious biases embedded in an avatar’s appearance, gender, and tone of voice.
“Data Scientist” is a catch-all that encompasses many of the roles listed above (and many others). While there are several different kinds of Data Scientists, many of them build machine learning models, algorithms, and applications. If you already know a little Python, check out our course Intro to Machine Learning (free for a limited time) to learn how to use it for machine learning. And if you want to build the skills you’ll need for a job, try our Machine Learning Engineer career path. Machine Learning Engineers teach computers how to use data to make predictions, and they help build tools like recommender engines and facial recognition software.
Apple is on the hunt for generative AI talent
Last year, I officially started my big data journey as a Microsoft contractor aka Program Manager on the SKI Engineering Team within the company’s Office Suite division. In about 5 months, I received a crash course in Natural Language Processing (NLP), content moderation, Ethical AI, and machine translation without any prior experience. Before Microsoft, I was just your average writer with ideal dreams of having a very successful career in tech. In late 2020, I read about the sudden departure of Dr. Timnit Gebru as co-head of Google’s famed Ethical Artificial Intelligence (AI) team on Twitter. The jobs dealing with the greatest influence and risk of replacement by generative AI over the next few years seem logical.
- And it can analyze player feedback, such as social media discussions or online reviews, in order to provide feedback on how well a game is received and highlight areas for improvement or bug-fixing.
- Tech leaders globally have raised concerns about authoritarian governments taking undue advantage of AI tools and the potential for a rise in cyberattacks and disinformation campaigns.
- When data is entered into the code that does not include a new field of work or a new topic, the algorithm does not incorporate unforeseeable scenarios.
AI can automate the mundane tasks of these roles and allow humans to focus on the more creative, high-value work, King said. “Most people fear these jobs being replaced, but I think AI will assist and they’re more likely to be safe,” he said. That LinkedIn AI model that I just thought about out of thin air would most likely be biased because the training data that would be used to develop the software will most likely be biased as well. Companies will then soon find out that they might not need as many HR professionals as before.
AI business strategist
Moreover, AI can also be helpful in industries thanks to the technology’s ability to automate boring repetitive tasks of different jobs that are not susceptible to displacement and full automation. As some jobs are more easily automated than others, and taking into consideration gender distribution in the job market, women may bear the biggest losses due to generative AI, according to new research. A recent Goldman Sachs report showed that the equivalent of 300 million full-time jobs in the US and Europe being at risk of automation because of the disruptive technology. Adobe is hiring a principal AI strategist to conduct research on emerging generative AI trends and create impactful presentations and whitepapers.
Many use Python and machine learning libraries like TensorFlow and Pandas to build and fine-tune their systems, but they also need strong data analysis and management skills to work with the huge datasets that train their models. As roles change with AI, the technology will lower the required skills needed and barriers of entry in specific jobs and industries, according to Shahar Chen, CEO and co-founder at Aquant, an AI-powered platform for service industries. The changes in the hiring market reveal a deeper recognition of the skills needed to implement AI to solve business problems, such as working with Large Language Models (LLMs), the role of prompt engineering, and object detection. Analysts highlighted that tools like ChatGPT can generate “coherent nonsense” that could lead to inconsistent customer service or lead to workers having to fix issues. Generative AI can be used to analyze incoming support tickets and automatically assign them to categories or to agents best placed to handle them.
Apple Is Gearing To Enter The Generative AI Race In 2024; Gurman
Founder of the DevEducation project
A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.
To make them safe, aligned and actually useful, these models need human eval and reinforcement learning through human feedback (RLHF) during pre-training, fine-tuning, and production evaluations. This is the main innovation that’s enabled ChatGPT to get such a large headstart among competition. Conversational AI can increase trust and engagement, assuage loneliness, and has even shown promise in helping children with autism disorders and people recovering from trauma. Conversational AI can be extremely persuasive, which in combination with its ability to engender trust, can be used to sell products and services customers don’t want or need. Moreover, conversational AI can profile users at scale and exploit their emotional and cognitive biases — a practice explicitly forbidden under the European Union’s Digital Services Act. Customer services personnel, especially those involved in selling products and services, are uniquely placed to understand both when the machine is on its best behavior and when it steps over an ethical line.
Data scientists and analysts will become increasingly important in the creation and analysis of large data sets. Data detectives will need to be able to identify and analyze complex patterns and develop algorithms to solve specific problems. With the increasing adoption of chatbots and generative tools such as ChatGPT, Bing Chat, or Google Bard, generative AI is becoming a common tool for communication and marketing. Generative AI is a form of AI that uses prompts or stimuli to produce content or conversations, as opposed to traditional AI which focuses on patterns, decisions, or data classification.
AI/Machine Learning Data Engineer – RemoteJob Title – AI/Machine Learning Data Engineer – Remote
Market research analysts are responsible for collecting data, identifying trends within that data, and then using what they found to design an effective marketing campaign or decide where to place advertising. “In terms of jobs, I think it’s primarily an enhancer than full replacement of jobs,” Netzer told CBS MoneyWatch. “Coding and programming is a good example of that. It actually can write code quite well.” Still, Anu Madgavkar, a partner at the McKinsey Global Institute, said that human judgement needs to be applied to these technologies to avoid error and bias, she told Insider. Users of ChatGPT also found that the bot can generate misinformation, incorrectly answer coding problems, and produce errors in basic math.
Finally, in the IT & Engineering area, generative AI can be used to write, document, and review code. This will help to reduce the amount of time developers need to spend debugging and testing code, allowing them to focus on more creative tasks. Check out this Accenture blog that walks through examples of how General Motors and Under Armour leveraged generative design – a facet of generative AI – to optimize their products . Apple being Apple, no doubt it will be looking to bring its own approach to the table. Much of the work that it’s been doing so far with, for example, visual AI technology has been focused on on-device processing and privacy and building developer tools in aid of that.
Public Relations/Communications/Social Media Managers
This role requires collaborating with various teams and delivering insights to senior executives. The salary for this position in San Jose, California, ranges from undisclosed to be determined. This is a frightening prospect for most of you, but the reality is this is the reality we are already living in now. According Yakov Livshits to the ILO report, AI can soon replace the need for human typists, travel consultants, scribes, contact center information clerks, bank tellers, and survey & market research interviewers. Also, a large part of this impending effect of automation will depend on the country you are in and the income group you fall under.
The data published by ILO reveals that almost 75 million jobs will be affected by automation in some way or the other. This means that AI holds the capability to potentially serve as a replacement for almost 70 million people globally, both men and women. The job postings are coming amid some mixed signals from the company around generative AI. During its Q2 earnings call earlier this month, CEO Tim Cook dodged giving specific answers to questions about what the company is doing in the area — but also didn’t dismiss it. While generative AI was “very interesting,” he said, Apple would be “deliberate and thoughtful” in its approach.