Graphical technology talent turnover rate: giants staged AI talents battle for Amazon into talent springboard

Artificial intelligence is still in its early stages of growth and is already facing a significant talent shortage. In particular, professionals in the field of machine learning have become highly sought after by major tech companies. A recent talent flow report highlights that Amazon has become a key source for Google’s AI workforce, with both Amazon and Microsoft engaging in a near-equal exchange of AI talent. However, Google appears to be the biggest winner in this talent war. According to a newly released report, machine learning experts are now the top target for Amazon, Google, and Microsoft. The competition between these three giants is intense, with Amazon and Microsoft exchanging AI talent at almost a 1:1 ratio. Meanwhile, Google has gained nearly ten times more AI talent from Amazon than it has lost. This is due in part to the wide range of AI projects Google offers, which strongly attract top engineers. Alex Smola, Director of AWS Machine Learning, has repeatedly emphasized: “We are hiring!” So, if you’re interested in AI, don’t miss the World Artificial Intelligence Conference—watch the big tech companies battle for talent! Over the past five years, Amazon has developed a strong presence in AI alongside Google and Microsoft. Machine learning professionals remain a hot commodity among all three companies, leading to continuous recruitment and movement of talent. Last month, Amazon announced a broad hiring spree for AI-related roles, and as of today, there are still over 140 AI job openings on their platform. According to Paysa’s analysis of online education platforms, this level of hiring is standard for Amazon. At the same time, the company also loses a similar number of employees to its competitors. Microsoft seems caught in an ongoing cycle of talent turnover. It has lost 123 AI developers to Amazon, while 124 of its own employees have moved to Amazon. This exchange is like a modern-day international student program, where talent flows freely between the giants. Meanwhile, Google has been the biggest beneficiary of this talent race. Alphabet has lost 132 AI professionals over the years, but only 13 have left for Amazon. This shows how attractive Google’s AI projects are to top engineers. If the AI era is truly upon us, then AI developers are the new rock stars of the tech world. The current scarcity of machine learning talent is comparable to the demand for web developers in the early days of the internet. For those considering a career with Google or Microsoft, Amazon might serve as a valuable stepping stone in their journey. [Image: Graphic showing AI talent turnover rates, with Amazon as a talent springboard] According to Paysa’s survey, Amazon and its neighbor in Seattle, Microsoft, have been exchanging employees in nearly equal numbers during the AI talent acquisition process. However, the latest data reveals that Amazon has lost significantly more AI talent to Google than it has gained from them. The report states that between 2012 and 2017, Amazon hired 13 AI professionals from Google, while Google recruited 132 AI talents from Amazon during the same period. In contrast, Amazon hired 124 AI professionals from Microsoft, and lost 123 to the company. These figures reflect a steady flow of AI talent not only between Amazon and Microsoft, but also with other tech companies such as Yahoo, Oracle, Facebook, and Apple.

4G Module

Domestic communication, 4 g module in addition to support two kinds of LTE FDD LTE/TD - LTE standard, also compatible with 2 g / 3 g down, support td-scdma/WCDMA/EDGE/GP/GSM/CDMA1X/EVDO mode. The data service downstream rate can reach up to 100Mbps, the uplink rate can reach up to 50Mbps, providing customers with high-speed Internet access and wireless data connection and other functions. In addition to providing high-speed data access, it also provides voice, SMS, communication book and other functions, which can be widely used in notebook, tablet, touch screen communication devices, smart phones, video surveillance, multimedia mobile phones and vehicle equipment and other terminal products and vertical applications. Today, I will introduce you to what is 4G module and how to use 4G module.

What is 4G module

4G module said TD-LTE and FDD-LTE and other LTE network standards are collectively referred to. It has the characteristics of fast communication speed, wide network spectrum and flexible communication. 4G module refers to a product whose hardware is loaded to the specified frequency band, software supports the standard LTE protocol, and software and hardware are highly integrated and modular. The hardware integrates radio frequency and baseband on a small PCB board to complete wireless receiving, transmitting and baseband signal processing functions. The software supports voice dialing, SMS sending and receiving, dial-up networking and other functions.

Second, how to use 4G module

The 4G module is usually inserted into the circuit board or the patch module is welded to the circuit board, and the corresponding SIM card is inserted, and the network is connected through the 4G cellular network. In the common transparent transmission mode, data can be directly sent to the target server through the 4G module, and the 4G module can receive data from the server at the same time, and send the data to the serial port, which is received by the serial port device connected to the 4G module. Users do not need to pay special attention to the data conversion process between serial port data and network data packets, only need to insert the module to the target position, simple connection and parameter setting, you can achieve transparent transmission between the serial port and the network end.

What is the 4G module How does the 4G module work

4G module, also known as 4G transmission module, 4G communication module, 4G LTE module. It is a kind of hardware loaded to the specified frequency band, the software supports the standard LTE protocol, and the software and hardware are highly integrated modular products, with good compatibility, fast communication speed, large amount of communication data, wide network spectrum, communication flexibility and other characteristics, widely used in electric power, environmental protection, finance, industrial automation and other fields.

The working principle of 4G module

It has the characteristics of fast communication speed, wide network spectrum and flexible communication. The hardware integrates radio frequency and baseband on a small PCB board to complete wireless receiving, transmitting and baseband signal processing functions. The software supports voice dialing, SMS sending and receiving, dial-up networking and other functions.

Through high-speed networking, the 4G module transmits all terminal business data and equipment operating status to the business center in real time. Through the management monitoring platform, the terminal equipment operating status can be monitored in real time and equipment faults can be timely checked. The efficiency has been greatly improved in many aspects such as operating cost, operation scale and service timeliness. Suitable for shared massage chair, public charging pile, vending machine, vehicle system, environmental monitoring, power remote monitoring and other industries.

4G module refers to a product whose hardware is loaded to the specified frequency band, software supports the standard LTE protocol, and software and hardware are highly integrated and modular. It has the characteristics of fast communication speed, wide network spectrum and flexible communication. The hardware integrates radio frequency and baseband on a small PCB board to complete wireless receiving, transmitting and baseband signal processing functions. The software supports voice dialing, SMS sending and receiving, dial-up networking and other functions. Through high-speed networking, the 4G module transmits all terminal business data and equipment operating status to the business center in real time. Through the management monitoring platform, the terminal equipment operating status can be monitored in real time and equipment faults can be timely checked. The efficiency has been greatly improved in many aspects such as operating cost, operation scale and service timeliness.

Good compatibility
4G module supports FDD LTE/TD-LTE two LTE standards, can also be backward compatible with 2G/3G, support LTE-FDD, LET-TDD, WCDMA, TD-SCDMA, CDMA, GSM and other bands.

Large amount of communication data
4G module downstream rate can reach up to 150Mbps, uplink rate can reach up to 50Mbps, to provide customers with high-speed Internet access and wireless data connection and other functions, suitable for large data transmission applications, such as: remote video surveillance.

High communication speed
The 4G module has a lower ping value than the 2G/3G module, and it takes less time for the module to send data packets to receive the response from the server, which is suitable for applications requiring high response speed, such as remote alarm.

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Shenzhen MovingComm Technology Co., Ltd. , https://www.movingcommtech.com