Embedded Files
AI jobs for AI skilled Humans
AI jobs for AI skilled Humans
There are numerous AI start-ups all over the work, each racing to emerge and dominate an area of the market. These startups can have a recruiting advantage in attracting AI related talent: Take a chance working to help us and you could receive a piece of company ownership that might make you rich, but there’s a catch. That is if and only if the company is successful. This yields strong primary motivation for some Human workers.
Now the Big Tech industry's race to embrace and try to totally dominate AI, which has been underway since at least 2011, may leave most tech startups with a limited talent pool, at least for the reasonably rare few prospective employees who genuinely know a lot about AI technology and applications.
The fact is, today the Big Tech companies have already positioned themselves to dominate AI, totally dominate! They are banking on the potentially unlimited commercial window of opportunity that this technology opens for them. The corporate capitalist structure dictates they need to increase shareholder wealth, or they will be fired and replaced by someone else that will.
This includes commercial opportunities in things ranging from facial recognition, digital assistants, voice recognition, language translation, conversational bots, preliminary medical diagnostics, customised health care recommendations, computer vision quality control, traffic flow management, image feature recognition, military autonomous weapons, automated stock selection, high frequency trading, and autonomous vehicles, just to name a few. As Big Tech works to dominate AI, they are offering salaries that are very high, even in an industry that is used to pouring compensation into top talent.
Typical AI specialists, including some PhDs fresh out of university, and a few people with less formal education but a few years of AI experience, can be paid a salary of USD $200k a year or more, a LOT more. A select few have received compensation packages in single to double-digit millions in less than 5 years, and then negotiate their contract, upward. Senior executives involved in managing AI projects can receive extreme compensation packages. In a 2017 court filing, it was revealed that one of Google’s leaders in the self-driving-car division allegedly obtained USD $120 million in incentives. Yes, you read that right. In 2014, Google acquired an AI lab called DeepMind for around USD $650 million with 50 people. In 2016 Google’s financial accounts listed DeepMind "staff costs" at US$138 million with an expanded team of 400 people, or an average USD $345,000 per person.
The concepts of AI, Deep Neural Networks, and various learning algorithms like Backpropagation are not hard to understand. These just require a reasonable understanding of high school level mathematics, but there is a level of AI expertise that requires significantly more complex understanding of systems and processes related to the fields computer science, analog and digital signal processing, and various types of control systems. There is also application specific knowledge which not only requires a deep understanding of AI technologies, but also requires a deep understanding of the Industry to which it is intended for use. Every industry has this experiential knowledge that can be very hard to teach Humans unless they have also worked in the Industry.
If there is anyone trying to build a new AI tech startup, even one that’s massively VC and PE backed, then it is going to need a lot of extremely good management and a bit of luck to compete with Big Tech in AI.
There are tech startups looking for intellectual talent in areas such as physics and astronomys who have the necessary mathematics skills, and looking to international regions such as Asia and Eastern Europe. Tech startups can potentially offer emerging AI talent with relatively attractive salaries in some regions as remote workers, but if they are really good, they may soon get sucked into the AI talent vortex operated by Big Tech. Notably, as AI talent is so hard to find, Big Tech has started looking for remote workers too.
It is extremely important to understand that AI has advanced to a truly extraordinary level and been made publicly available since late 2022. It has traditionally taken many years to train a PhD that deeply understands AI or any other related hard science field that could be applied to AI, however in just a few years time, none of that might even matter.
There are already hundreds of AI Tools that have become publicly available on both a free and commercial basis for Humans to use. These AI Tools provide an unlimited amount of opportunity for Humans to create innovations that provide value to others and themselves. This is the very essence of Human work and the search for ways to do things better. The time is unquestionably now to become more familiar with the new AI Tools as they are invented and made available so that you and those around you may all benefit in some way. It is important to maximise your benefits in this window of opportunity while it remains open to Humans.
Don’t be surprised if in just a few years time, the only real Capability of Intelligence that is needed may be AI that can create better AI.
As a global Human society, we urgently need to prepare for this.
AI Applications
AI Applications
The applications for AI are already so incredibly large, attempting to list them all would take forever, and then add to this the reality that many AI applications are yet to be invented. So, as a means of forming some initial understanding, here’s a brief list of example AI applications within a range of 50 different Industry areas.
- Healthcare
Medical image analysis for disease diagnosis and treatment planning
AI-powered chatbots for triage and patient support
Predictive analytics for early detection of disease outbreaks
- Banking and Finance
Fraud detection and prevention using machine learning algorithms
Personalized investment advice based on individual risk profiles and preferences
Credit scoring and loan underwriting using AI-powered predictive models
- Retail
Recommendation engines for personalized shopping experiences
Inventory management and supply chain optimization using AI algorithms
Sentiment analysis of customer feedback for product development and improvement
- Manufacturing
Predictive maintenance for machines and equipment to minimize downtime
Quality control using AI-powered image recognition systems
Process optimization and automation using AI-powered robotics
- Education
Adaptive learning platforms that personalize content and learning paths for students
AI-powered chatbots for student support and tutoring
Automated grading and feedback systems for assignments and tests
- Agriculture
Precision agriculture using drones and other IoT devices to monitor crops and soil conditions
Crop yield prediction using machine learning algorithms
AI-powered pest detection and control for improved crop health and productivity
- Transportation
Autonomous vehicles and self-driving cars using AI-powered computer vision and sensor technology
Route optimization and traffic prediction using machine learning algorithms
Predictive maintenance for vehicles and infrastructure to minimize downtime
- Energy and Utilities
Predictive maintenance for power plants and transmission lines using AI algorithms
Smart grid management and optimization using machine learning and data analytics
Renewable energy forecasting using AI-powered predictive models
- Legal
AI-powered document analysis for contract review and due diligence
Predictive analytics for case outcome prediction and litigation risk assessment
AI-powered legal research and case law analysis for improved decision making
- Real Estate
AI-powered property valuation and price prediction using machine learning algorithms
Smart home automation and energy management using AI-powered IoT devices
Personalized property recommendations based on buyer preferences and behavior
- Advertising and Marketing
Programmatic advertising using AI algorithms for personalized ad targeting and optimization
Sentiment analysis of customer feedback for improved brand reputation management
Predictive analytics for customer behavior prediction and segmentation
- Gaming
AI-powered game design and content generation for improved player engagement
Automated game testing and bug detection using machine learning algorithms
AI-powered in-game assistants and chatbots for improved player support and experience
- Government and Public Services
Predictive analytics for crime prevention and public safety improvement
AI-powered chatbots for citizen support and assistance
Automated data analysis and reporting for improved policy decision making
- Insurance
Risk assessment and pricing using AI-powered predictive models
Fraud detection and prevention using machine learning algorithms
Personalized insurance recommendations based on individual risk profiles and preferences
- Sports
AI-powered performance analysis and player tracking for improved coaching and training
Automated scouting and talent identification using machine learning algorithms
Real-time data analysis and visualization for improved fan engagement and experience
- Hospitality
Personalized hotel recommendations and bookings based on customer preferences and behavior
AI-powered chatbots for customer support and assistance
Automated revenue management and pricing using machine learning algorithms
- Entertainment
AI-powered content recommendation engines for personalized entertainment experiences
Automated content tagging and categorization using machine learning algorithms
AI-powered music and video creation and editing tools for improved content production
- Construction
Predictive maintenance for construction equipment and vehicles using AI algorithms
Automated site monitoring and progress tracking using machine learning algorithms
AI-powered project management and scheduling for improved efficiency and productivity
- Environmental Science and Conservation
AI-powered predictive models for wildlife population analysis and habitat protection
Automated analysis of satellite images for ecosystem monitoring and conservation
Smart waste management and recycling using AI-powered IoT devices
- Aerospace and Defense
Autonomous drone and UAV navigation using AI-powered computer vision and sensor technology
Predictive maintenance for aircraft and military equipment using machine learning algorithms
AI-powered image analysis for surveillance and reconnaissance
- Telecommunications
Predictive analytics for network performance optimization and outage prediction
Automated customer support using AI-powered chatbots
Network security and fraud detection using machine learning algorithms
- Fashion and Apparel
AI-powered product recommendations and personalized styling advice for customers
Automated quality control and defect detection using machine learning algorithms
AI-powered trend analysis and forecasting for improved design and production planning
- Human Resources
AI-powered candidate screening and selection using predictive models and natural language processing
Automated onboarding and training using AI-powered chatbots and virtual assistants
Predictive analytics for employee engagement and retention
- Food and Beverage
AI-powered recipe recommendation and personalized meal planning based on individual dietary preferences and restrictions
Quality control and defect detection in food production using machine learning algorithms
Smart inventory management and waste reduction using AI-powered predictive models and analytics.
- Architecture and Construction Design
AI-powered design tools for creating efficient and sustainable building layouts and plans
Automated building performance analysis and optimization using machine learning algorithms
AI-powered project management and scheduling for construction projects
- Logistics and Supply Chain
AI-powered demand forecasting and inventory management for improved supply chain efficiency
Predictive maintenance for logistics equipment and vehicles using machine learning algorithms
Automated shipment tracking and route optimization using AI-powered logistics software
- Beauty and Personal Care
AI-powered personalized skincare and beauty recommendations based on individual skin type and concerns
Smart makeup tools using AI-powered image analysis and augmented reality technology
AI-powered hair styling and color recommendations based on individual hair type and preferences
- Social Media and Communication
Sentiment analysis of social media posts and comments for brand reputation management
AI-powered chatbots for customer support and assistance on social media platforms
Personalized content recommendations and targeted advertising using machine learning algorithms
- Journalism and Media
Automated news article generation using AI-powered natural language processing
AI-powered content recommendations and personalized news feeds for readers
Smart video editing tools using AI-powered image and speech recognition technology.
- Energy and Utilities
AI-powered predictive maintenance for power generation and transmission infrastructure
Automated energy demand forecasting and optimization using machine learning algorithms
AI-powered analysis of energy usage patterns for improved energy efficiency and conservation
- Legal and Law Enforcement
AI-powered legal research and analysis for case law and precedent discovery
Predictive analytics for crime prevention and analysis using machine learning algorithms
Automated contract review and analysis using natural language processing and machine learning
- Agriculture and Farming
AI-powered crop yield prediction and optimization for improved farming efficiency
Automated pest and disease detection and management using machine learning algorithms
Smart irrigation and water management using AI-powered weather forecasting and data analysis
- Gaming and Entertainment
AI-powered game design and development for personalized gaming experiences
Automated game testing and quality control using machine learning algorithms
AI-powered content recommendations and personalized streaming experiences for users
- Non-Profit and Social Impact
AI-powered donation and fundraising analytics for improved donor engagement and impact assessment
Automated analysis of social media and news data for improved social issue awareness and advocacy
AI-powered matching algorithms for volunteer and social impact opportunities based on individual skills and interests
- Transportation and Mobility
AI-powered route optimization and traffic management for improved transportation efficiency
Automated vehicle safety testing and analysis using machine learning algorithms
Smart parking and congestion management using AI-powered data analysis and sensors
- Sports and Fitness
AI-powered sports performance analysis and optimization for athletes and teams
Automated fitness and activity tracking using machine learning algorithms and wearable devices
AI-powered personalized workout and training recommendations based on individual goals and preferences
- Insurance
AI-powered risk assessment and underwriting for improved insurance policy pricing and coverage
Automated claims processing and fraud detection using machine learning algorithms
Smart chatbots and virtual assistants for customer support and assistance in insurance services
- Education and Training
AI-powered personalized learning experiences and content recommendations for students
Automated assessment and grading using machine learning algorithms
AI-powered language teaching and translation tools for improved language learning and communication
- Real Estate
AI-powered property valuation and price prediction for improved real estate investment decisions
Automated property management and maintenance using machine learning algorithms
Smart chatbots and virtual assistants for customer support and assistance in real estate services.
- Music and Audio
AI-powered music and audio recommendation and personalization based on individual preferences
Automated audio and music analysis for improved audio quality and production
AI-powered virtual music composition and production tools for artists and producers
- Healthcare and Medicine
AI-powered medical diagnosis and treatment recommendation for improved patient outcomes
Automated medical image analysis and diagnosis using machine learning algorithms
Smart healthcare scheduling and patient management using AI-powered predictive models
- Advertising and Marketing
AI-powered personalized advertising and marketing campaigns based on individual preferences and behavior
Automated social media and advertising campaign analysis and optimization using machine learning algorithms
AI-powered chatbots and virtual assistants for improved customer engagement and support in advertising and marketing
- Beauty and Wellness
AI-powered personalized wellness and lifestyle recommendations based on individual preferences and health data
Automated skin and body analysis using machine learning algorithms for personalized beauty and wellness advice
Smart fitness and wellness tracking and analysis using AI-powered wearable devices and sensors
- Hospitality and Tourism
AI-powered personalized travel recommendations and itineraries based on individual preferences and travel history
Automated hotel and travel booking using machine learning algorithms
Smart chatbots and virtual assistants for customer support and assistance in hospitality and tourism services
- Government and Public Sector
AI-powered analysis of public policy and social issues for improved decision-making and governance
Automated analysis of public data and trends using machine learning algorithms for improved public services and resource allocation
Smart chatbots and virtual assistants for improved citizen engagement and support in government and public sector services
- Art and Creativity
AI-powered virtual art and design assistants for artists and designers
Automated art analysis and classification using machine learning algorithms for improved art curation and collection management
AI-powered virtual art creation and generation tools for artists and designers
- Retail and E-commerce
AI-powered personalized product recommendations and shopping experiences based on individual preferences and behavior
Automated inventory management and restocking using machine learning algorithms for improved supply chain efficiency
Smart chatbots and virtual assistants for customer support and assistance in retail and e-commerce services
- Cryptocurrency and Blockchain
AI-powered cryptocurrency trading and investment recommendations based on market analysis and trends
Automated blockchain analysis and optimization using machine learning algorithms for improved security and efficiency
Smart chatbots and virtual assistants for customer support and assistance in cryptocurrency and blockchain services
- Artificial Intelligence
AI-powered research and development for improved machine learning algorithms and AI applications
Automated data analysis and prediction using machine learning algorithms for improved AI models and decision-making
AI-powered robotics and for building more advanced AI hardware and robotics.
It’s the last Industry item listed here that Humans might want to think about a lot more carefully.
AI Tools
AI Tools
AI Tools - Audio and Video
AI Tools - Audio and Video
1. VoicePen AI - Convert audio content into blog posts, using AI.
https://voicepen.ai
2. Krisp - AI tool for removing background voices, noises, and echo from calls.
https://krisp.ai/
3. Beatoven - AI tool for creating custom royalty-free music.
https://www.beatoven.ai/
4. Cleanvoice - AI tool for automatically editing podcast episodes.
https://cleanvoice.ai/
5. Podcastle - AI tool for studio-quality recording from your computer.
https://podcastle.ai/
6. Vidyo - AI tool for making short-form videos from long-form content.
https://vidyo.ai/
7. Maverick - AI tool for generating personalized videos at scale.
https://www.trymaverick.com
8. Soundraw - AI tool for creating original music.
https://soundraw.io/
9. Otter - AI tool for capturing and sharing insights from meetings.
10. Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
https://huggingface.co/papers/2305.10973
https://www.linkedin.com/feed/update/urn:li:activity:7065225903370346496/
AI Tools - Design
AI Tools - Design
1. Flair - AI tool for designing branded content.
https://flair.ai/
2. Illustroke - AI tool for creating vector images from text prompts.
https://illustroke.com/
3. Stockimg - AI tool for generating the perfect stock photo.
https://stockimg.ai/
4. Looka - AI tool for designing your brand.
https://looka.com/
AI Tools – Copy, Content, and Diverse software API applications
AI Tools – Copy, Content, and Diverse software API applications
1. ChatGPT- a large language model conversational chatbot using GPT-3.5 with limited public access.
https://chat.openai.com/
2. OpenAI API - a software API providing a diverse set of AI models for limited customizations to base models for specific use cases with fine-tuning.
https://platform.openai.com/docs/introduction/overview
3. GPT-4 - can solve difficult problems with greater accuracy, thanks to its broader general knowledge and problem solving abilities.
https://openai.com/product/gpt-4
4. DALL-E - a text prompted tool for AI generatively producing advanced graphic images.
https://labs.openai.com/
5. Stable Diffusion - an open-source tool for images, audio, video, medical, and bioinformatics.
https://stability.ai/
6. Google DeepMind - AI tool for next generation of AI products across Google and Alphabet.
https://www.deepmind.com/
7. Copy AI - a tool for generating copy that increases conversions.
https://www.copy.ai/
8. CopyMonkey - AI tool for creating Amazon listings in seconds.
http://copymonkey.ai/
9. Ocoya - AI tool for creating and scheduling social media content.
https://www.ocoya.com/
10. Unbounce Smart Copy - AI tool for writing high-performing cold emails at scale.
https://unbounce.com/
11. Puzzle - AI tool for building a knowledge base for your team and customers.
https://www.puzzlelabs.ai/
12. Resume Worded - resume and keywords grader instantly scores resume and Linkedln profile.
13. AutoGPT - an "AI agent" that given a goal in natural language, will attempt to achieve it by breaking it into sub-tasks and using the internet and other tools in an automatic loop. It uses OpenAI's GPT-4 or GPT-3.5 APIs, and is among the first examples of an application using GPT-4 to perform autonomous tasks.
14. HuggingGPT - A Framework That Leverages LLMs to Connect Various AI Models in Machine Learning Communities (Hugging Face) to Solve AI Tasks. Solving complicated AI tasks with different domains and modalities is a key step toward advanced artificial intelligence. While there are abundant AI models available for different domains and modalities, they cannot handle complicated AI tasks.
https://huggingface.co/spaces/microsoft/HuggingGPT
15. Midjourney - Interact with the Midjourney Bot on Discord using a Command to create images, change default settings, monitor user info, and perform other helpful tasks. The /imagine command generates a unique image from a short text description (known as a Prompt).
16. Google Bard - Bard is a large language models that generates human-like responses. Bard is user-friendly, with a simpler interface and real-time access to the internet.
AI Tools - Image and Content Clean-up
AI Tools - Image and Content Clean-up
1. Cleanup - AI tool for removing objects, defects, people, or text from pictures.
https://cleanup.pictures/
2. Inkforall - AI tool for content generation, optimization, and performance.
https://inkforall.com/
AI Tools - AI Data Presentation
AI Tools - AI Data Presentation
1. STORYD - It creates AI data presentations leaders love, in seconds.
https://storyd.ai
AI Tools – AI Model Creation
AI Tools – AI Model Creation
1. SyntheticAIdata - Synthetic data is a cost-effective way to train and improve AI models.
https://syntheticaidata.com/
AI Tools – General AI Database
AI Tools – General AI Database
1. theresanaiforthat - It provides a very large list of AI Tools for many different applications.
https://theresanaiforthat.com/
[Reference: STRATINNOVA Obsidian Vault-002 – W10-20180305, W20-20190513, DN-20230119, DN-20230227]
Page updated
Report abuse