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Therefore, innovation in technology and its direct impact on the healthcare sector is playing a major role in filling the gap between doctor and patient; and other problems that are plaguing the sector. but we cannot forget to attribute the actual healthcare professionals or doctors who are making themselves familiar with new age technologies to drive the adoption rate in healthcare and pharmaceutical sector. However, with the acceptance of these technologies, there is an instant communication between doctors and doctors; patients and patients; and doctors and patients to discuss about a particular clinical case. Hence, there is an exigency for adopting technology that can simplify and improve security and inefficient processes.Modern pharmaceutical companies have already understood the importance of adopting Blockchain for their operations to promote preventive care approach for patients, thereby strengthening business values. Additionally, new technologies like the Internet of Things (IoT), Machine Learning and Artificial Intelligence are playing a major role in helping doctors to solve complicated cases. According to the figures shared by the Union Health Ministry, currently, there are about 6 to 6. Technology has created new opportunities for patients, hospitals and multispecialities.(source).

According to Indegene’s Global Survey in 2015, it was estimated that 60 per cent of doctors now prefer tablet based detailing over online detailing which is 45 per cent approximately. It is one of the most crucial technologies for the pharma industry that plays a major role in supply chain management. Robotic surgery, Laparoscopy and user friendly X-rays and many among others are the most SHRP Weft Feeder common instances where technology has proved to improve the patient experience. Adoption of technology has truly made the lives of people convenient and better. Today, healthcare and pharmaceutical companies are utilizing the power of IoT and other new technologies to optimize their internal as well as external operations. The proliferation of technological advancements and internet uغير مجاز مي باشدe are opening up unlimited channels of communication for doctors and making them comfortable with digital networks and applications. Thus, it is interesting to know that doctors are no more behind in engaging digitally with their patients, peers, colleagues or experts.However, as per the estimates of the World Health Organisation (WHO), 35 per cent of the fake drugs in the world come from India accounting to the counterfeit drug market of Rs 4000 crore.The change Indian doctors are acceptingWe talk about acceptance of technology in pharmaceuticals and Hospitals, creating awareness, electronic records maintenance, etc. Digital transformation has disrupted various industries such as hospitality, transportation, insurance and education followed by Pharmacy and Healthcare.

The arrival of new age technologies is revolutionising the way we do our daily tasks whether- it is about ordering grocery, booking a hotel room or an appointment with a doctor.Although, pharmacy and healthcare sectors are considered as the late adopters of technology among all when it comes to using IoT, Artificial Intelligence, Machine Learning and Blockchain based devices.Potentially, applications and devices running on the concept of Artificial Intelligence, Machine Learning and Internet of Things have speeded up diagnosis of critical medical issues.Improved supply chain in Pharma industryThe Indian Pharmaceutical industry is the third largest industry in the world with exports to more than 200 countries. Before IoT, Machine Learning and Artificial Intelligence, there was a disconnection in the doctor’s community. These innovative technologies store patients’ data in a way that is being used for improved understanding of the disease and helps in identifying optimal treatment.

It helps in recording and transferring data in the most secure and transparent manner that can have manufacturers, distributors, pharmacist and patients all on a same trusted network.Changed Healthcare GameOver the past few years, Healthcare industry is undergoing a major technology transformation that many of us could never imagine.Sudip Chhatui, Vice President- Business and Operations, Curofy says that technology is creating a plethora of opportunities for healthcare organisations, pharmaceutical companies and patients together to make their lives simpler.Moreover, hospitals and multispecialities are using a wide array of technology to offer patient centric experience.To transform the way pharmaceutical industry functions, many technology companies and startups are creating models based on Blockchain. As per the estimates of World Bank, the life expectancy in India has grown from 41 years in 1960 to 68 years in 2015 that calls for the requirement of self-monitoring and preventive healthcare approach.5 lakh doctors available in the country and it would need 4 lakh more doctors by 2020 to fill the void.Acceptance of technology especially by doctors is bringing a sea of changes in the healthcare sector. Counterfeit drugs are one of the most critical issues prevailing in the Indian pharmaceutical industry that can put the patients at a higher risk

But exports of private firms rose 2 per cent year on year. HSBC analyst Qu Hongbin attributed the drops mainly to commodity prices, subdued external and internal demand, noting that exports to emerging markets experienced sudden decline. China exported more mechanical and electrical products while exporting fewer labor-intensive products such as clothing, shoes and textiles in the first ten months.. In the first 10 months, foreign trade dropped 8.5 trillion yuan for exports, down 2 per cent; and weft feeder parts 8.9 per cent year on year; 2.93 trillion yuan. Exports of mechanical and electrical products climbed 1.3 per cent to 2. Foreign trade of private firms dropped 2.58 trillion yuan, accounting for about 57.23 trillion yuan and imports plunged 16 per cent to 833 billion yuan.4 per cent of the country's total exports in the first ten month, Xinhua reported. China's foreign trade declines further amid economic slowdown Bei

China's foreign trade dropped nine per cent year on year to 2.8 per cent year on year in the first 10 months to 7. China reported 2.4 per cent and 10.1 per cent year on year to 19.28 trillion yuan, accounting for about 36.06 trillion yuan (USD 325 billion) in October, the eighth consecutive monthly decline as exports and imports registered a sharp decrease in the midst of continued slowdown of the world's second largest economy.42 trillion yuan respectively.4 per cent to 6.2 per cent to 393 billion yuan (USD 65.34 trillion yuan and 1. Exports dropped 3. The trade surplus surged 40.4 per cent, according to the GAC data.85 trillion yuan with the US, the second-largest trade partner, up 2.5 per cent GDP.99 trillion yuan, state-run Xinhua news agency reported. In contrast, state-owned enterprises witnessed a sharper foreign trade fall of 13.5 billion), the General Administration of Customs said. The trade decline continue as the economy slipped below seven per cent in the Q3 for the first time since 2009.7 per cent year on year to 2.

Meanwhile, trade with the Association of Southeast Asian Nations, the third-largest trade partner, and the fifth trade partner Japan dropped 2.5 per cent of China's total exports during the period.87 trillion yuan of trade with the European Union, its largest trade partner, in the first ten months, down 7. The government has finalised the 13th five year plan to be implemented from next year which target 6.47 trillion yuan for imports, down 15. They were separated into 11.33 trillion yuan

Coming back into a tough tie after being down is a great feeling, with victory tasting even sweeter. Off the table, I have good friends in Manav and Moumita Dutta, with whom I have lots of fun.I have been practicing very hard and working diligently on keeping my focus on the game. After falling behind 2-4 in the first two matches, Manav Thakkar played splendidly to bring our team (U Mumba TT) back into the contest. It featured yours truly, and with a 2-point cushion, I could play freely which helped me win the match. Using the phantom rubber has made my game very smooth and easy. For all our future ties, we want to push real hard to enter the play-offs.THE ASIAN AGE. These are difficult situations to be in, no doubt, but they add a lot of excitement and fun for all involved.Our team is well balanced and the bonding between us has been very good.UTT has seen many games being decided on Golden Points and this trend is only going to continue.

It worked perfectly and I rose in confidence after picking up the one point needed to win the tie. It also helped that I bond well with our coach Soumyadeep Roy; he gives me advice and tips before facing each opponent.It featured yours truly, and with a 2-point cushion, I could play freely which helped me win the match.Manav, along with World No. But, since I knew her game, I decided to bring in a bit of variation, play a slower game and focus on my spin shots. Thanks to this, my forehand has developed which helps me play with confidence.Manav, along with World No. We mix our combinations during practice sessions which helps us to introduce variations.

My coach and weft accumulator teammates simply told me to play my game. I get guidance from the talented **********ll Gerassimenko from Kazakhstan too. I must concede that I felt the pressure as I stepped in to play. He then warded off Sanil Shetty in the reverse Men’s Singles 2-1 to give us a crucial 7-5 lead, going into the final fixture.We are working on formulating a strategy for our next match against Puneri Paltan and do hope to put up an encore. No matter who the opponent is, I keep the team above myself and always try and win points for the side.(BVK Sports and Media)(Sutirtha Mukherjee plays for U Mumba TT in UTT)

We have to be specific about the region, as this handset was launched in the USA roughly six months ago in August 2017. Does it work? Yes. In normal tasks, there&Super ELF G239;s no lag or stutter evident anywhere in the UI.Performance, SoftwareThe Motorola Moto Z2 Force is powered by Snapdragon 835 chipset.CameraThe Moto Z2 Force comes with a dual camera module with two 12-megapixel cameras.

Thanks to the plastic substrate, the screen flexes upon hitting a ground.In this price range, the OnePlus 5T looks incredibly sleek.Lenovo has given too much importance to the thinness of the device.This handset was launched in the USA roughly six months ago in August 2017. The Mix 2 offers one of the most elegant designs with an exciting take on the screen.The camera interface is minimal and uncluttered, with the pro mode proving quite handy for fine turning.Design, BuildFor Lenovo, the elephant in the room is Moto Z2 Force's thick bezels. What's strange is that despite the laser autofocus and phase detection autofocus, and abundance of processing power, the camera is quite slow to lock on focus. Dubbed as TurboPower Pack, it makes the phone look even worse. This is where the turbopower battery Mod comes to the rescue.— By Chandrakant Isi. It is called universal jack for a reason.The Moto Z2 Force has good sound output.

Let’s see if it stands a chance to win over the consumers. So much that it has opted to pack in measly 2730mAh battery. After the recent price cut, the LG G6 offers incredible value for Rs 29,000. Lenovo hasn't throw-in any bloat in this device. The company has added a few gimmicky gesture-based features to fire up a few apps. This saves you from the cardiac arrest triggered by a shattered screen. It is ideal for watching movies and playing games. On a single charge, it barely lasts a day. This is precisely why OnePlus swiftly jumped from 5 to 5T.BatteryThe Motorola Moto Z2 Force packs-in a 2730mAh battery. The Xiaomi Mi Mix 2, designed by Philippe Stack is a style statement that can even take on the iPhone. The call quality is loud and clear and there’s no network anomaly to report.VerdictThe Moto Z2 Force has a good P-OLED screen. It produces deep blacks and pure colours. You can opt for a quick charge mode, where it juices the phone at an impressive 15-watt and charges it from 0 to 85 per cent in about 90 minutes. The 4K video recording too turns out to be very good. What Lenovo has done here is create a problem just because it has the solution. Priced at Rs 35,000, the phone takes on the likes of OnePlus 5T, Xiaomi Mi Mix 2, and LG G6. The phone delivers all the goodness of Android Oreo. The LG G6 too is quite a looker. On the other hand, the Moto Z2 Force is as dull a phone can be. Its Moto G conquered the budget segment, while the Moto X offered high performance without غير مجاز مي باشدting a bomb.

It also performs incredibly well. Thanks to the plastic substrate, the screen flexes upon hitting a ground. Both lens feature identical f/2. Also missing is optical image stabilisation, but we can’t complain since photos come out sharp in both daylight or low-light conditions. Sure, the Moto Z2 Force has a nice metal finish on the back.2-inch Quad HD screen inherits all the goodness of OLED panels. The phone comes with a durable P-OLED screen.The software almost feels like stock Android. The tall screen design with 18:9 aspect ratio and thin-bezels are the way to go. Coupled with 6GB RAM, you get enough firepower to take crunch pixels in the most demanding games. The pixel dense screen is impressively sharp too.DisplayThe phone comes with a durable P-OLED screen. On the flipside, the screen gets scratched very easily. However, Lenovo has made a huge blunder by axing a 3. On the other hand, the Moto Z2 Force looks as if it was meant for 2016. And so is the camera bump. Fast forward to 2018, and we have the Moto Z2 Force in India. I'm not a selfie person, but my overtly social friends weren't pleased with the front-facing camera. It is something you would show it off to your friends and never actually use it. However, for Rs 34,999, there's no chance in hell we would recommend it over the OnePlus 5T (Rs 32,999), which comes with much better design, ergonomics, and battery life. But, let’s face it — it has an awfully dull design. We strongly recommend investing into a good scratch guard. And to address the insufficient battery issue, it has thrown-in a complimentary snap-on power bank. # Rating: Motorola once showed the industry how to build affordable smartphones without compromising on experience.The 5. Will we use it? No, because it makes the phone look hideous and we don't like to carry accessories.5mm universal audio jack. Even when the mod is absent, the mod connectors at the rear of the handset are not a pleasant sight. The other mode offers trickle charging, where the phone maintains the battery level at 80 per cent. The 5-megapixel front camera is equipped with an LED flash. It can take up to two nano SIM cards. One of the modules houses a true black-and-white sensor, which supplies additional depth information for depth-of-field/bokeh effects as well as delivering true monochrome snaps for photography purists. At 6mm, it is quite thin too. The Xiaomi Mi Mix 2 is another reason why you shouldn't bother with the Moto Z2 Force.The phone handles the calling part quite well. It pulls of good performance. Apart from LG's kiddish UI, the G6 trumps or matches the Z2 Force in almost every aspect. Snap it on the back of your phone, and it charges your phone's battery. The camera is competitive too. Unfortunately, though, ever since the Chinese company Lenovo acquired Motorola, there hasn't been any interesting product in the Moto line-up.0 aperture, with the notable exclusion of optical zoom

Most men don't want family planning.Access to contraception allows women to complete their education, follow careers and participate economically which has "an incredible knock-on effect" on their wider communities and national development, she added. Some want more children, but others think it interferes with their *** life. The second hindrance is us men," he said.Nomi Fuchs-Montgomery, an expert on contraceptive technology at the Bill and Melinda Gates Foundation which is helping support the trials, said early indications were very positive.

About a third of maternal deaths could be avoided by delaying motherhood, SHJ-P Weft Feeder spacing births, and avoiding unsafe abortions. Unwanted pregnancies also cut short girls' education and stop them reaching their potential. (Photo: Pixabay) About a third of maternal deaths could be avoided by delaying motherhood, spacing births, and avoiding unsafe abortions. "With Sayana Press a woman has the freedom to decide when she wants children and when she doesn't, and the man will have no control; the man will not know, which is very good. "This is a life-saver.PATH is also conducting trials in Burkina Faso and Niger where community health workers are using the device to deliver contraceptives to women.Self-injectables could have a major impact on the lives of women who cannot access clinics or who face opposition to contraceptive use from their partners, said the global health organization PATH which has designed the device called Sayana Press. Copenhagen: Self-injectable contraceptives, which are being trailed in Uganda and Senegal, could revolutionize women's lives in rural Africa and dramatically cut maternal and newborn deaths, health experts said on Tuesday.N. "This is really the future. "In Africa, one of the hindrances with family planning is access.

This is a game-changer for family planning," PATH's Emmanuel Mugisha told the Thomson Reuters Foundation at Women Deliver, the world's biggest women's health and rights conference in a decade.Mugisha, PATH's Uganda director, said women in rural areas could spend an entire day trekking to a clinic and queuing for contraceptives only to discover they were out of stock.Unmet NeedSome 225 million women in developing countries have an unmet need for family planning, according to U."We see so much promise with this," she added. Trials with Sayana Press, which is manufactured by Pfizer, are being carried out to ensure women can remember to take it, administer it correctly and dispose of the device safely so that it does not get picked up by children.N."Mugisha said self-injectable contraceptives would also reduce the high numbers of women dying during botched abortions in Uganda. data.If this need were met, unintended pregnancies would fall by 70 percent, unsafe abortions by 74 percent, maternal deaths by 25 percent and newborn deaths by 18 percent. Some 5,500 delegates from over 160 countries - including policy makers, business leaders, health workers, activists and celebrities - are attending the Women Deliver conference which ends on Thursday." Fuchs-Montgomery said increasing the availability of contraception had a major role to play in meeting many of the Sustainable Developing Goals - the U.The disposable 1 device consists of a small needle connected to a plastic bubble containing the contraceptive Depo-Provera which can be squeezed to inject a dose that lasts three months.About a third of maternal deaths could be avoided by delaying motherhood, spacing births, preventing unintended pregnancies, and avoiding unsafe abortions, according to PATH

For the first time in the history of Indian agriculture, the male calves have been declared useless.54 million to 4068. As Shanti George observes: “The trouble is that when dairy planners look at the cow, they just see her udder; though there is much more to her. Both the female and male offspring have value. Cyclical and circular processes — based on mutuality and the law of return — have been replaced by linearity, violence and exploitation.64 million.”In the industrial-exploitative paradigm, of the cow as a milk machine, our superefficient and resilient Indian breeds are declared (quantitatively) inefficient, sans qualitative assessment. As K. Dynamic complementarity has been replaced by a forced one-way competition. They sustain the agrarian economy with renewable energy. As the Viniyog Parivar calculated, in the case of the foreign-owned Al Kabeer slaughterhouse in Andhra Pradesh, if the animals had been allowed to live, they would save foreign exchange worth Rs 910.Indian breeds are multi-taskers. Ramaswamy was the director. The pure indigenous breeds are replaced by homogenised hybrids of the Zebu cow, with foreign branded strains like the Jersey, Holstein, Friesian, Red Dane and Brown Swiss, supposedly to improve the Zebu’s dairy “productivity”.Just when we need our farm animals to play an important role in meeting the UN Sustainable Development Goals to which India is committed, we SHRP Weft Feeder are destroying our animal wealth, and with it the ecological and economic contributions they make. Munshi, India’s first minister of agriculture after Independence, and a dear friend of my late parents, wrote: “The Mother Cow and Nandi are not worshipped in vain.Yet, the highly efficient, sustainable indigenous food system, based on the multiple uses of crops and cattle, has been dismantled in the name of “efficiency” and “productivity”.

Animal energy saves six million tonnes of petroleum (worth Rs 120 billion per year). The Green Revolution dwarf varieties deprived animals of their food, and the aata from these varieties being tasteless — deprived people.Animals on a farm sustain the soil, and lives and livelihoods of small farmers.Just as farmers breeding of seeds, and crop diversity, has been ignored by industrial crop breeding, breeding genetic diversity of livestock with multiple uses has been ignored by the industrial animal breeding “factories”, which have reduced cows and their progeny to milk machines and meat machines. India’s multidimensional, multifunctional systems have been replaced by single commodity output systems using high inputs. Integration has been replaced by fragmentation and separation. The livestock policy — made as part of the World Bank-driven structural adjustment policies — to promote the meat industry states “religious sentiments against cattle slaughter seem to spill over also on buffaloes and prevent the utilisation of a large number of surplus male calves”.When I worked in the IIM Bangalore in the late 1970s, N. The best cattle breeds of the world have been bred in India — the Sahiwal, Red Sindhi, Rathi, Tharparkar, Hariana, Ongole, Kankrej and Gir. He was famously known as “Cartman” — for his work on the contributions of animals to India’s economy. Indigenous breeds in India use 29 per cent of the organic matter provided to them compared to only nine per cent in US industrial farms. We are trading away our future. And this is what has led to the explosion of slaughterhouses, and the “pink revolution” of meat and beef exports. We are exporting our soil and water. They are the primeval agents who enrich the soil — nature’s great land transformers — who supply organic matter, which, after treatment, becomes nutrient matter of the greatest importance. Most grain from industrial crop production is now used as animal feed, depriving humans of food.”Like our seeds, India’s animal breeds were bred for diversity — diversity of breeds and functions.Traditionally cows and farm animals have used organic matter — like straw — while the grain goes to human consumption.41 crores of nitrogen, phosphorous, potassium (NPK), for which we pay the “fertiliser” industry.Other contributions of farm animals are forgotten in the mechanistic reductionism paradigm. Just in terms of fertility of soil, the slaughtered farm animals would have provided Rs 36.25 crores.Ecologically, the cow has been central to Indian civilisation. India’s holy cow is much more valued, and valuable than “pounds of flesh”. In addition, we imported 500,000 tonnes of corn in 2016.The writer is the executive director of the Navdanya Trust. But these export earnings hide the losses to the soil fertility, the nutrition of children and lost renewable energy.

When I wrote Staying Alive, more than two-thirds of the energy needs of rural India were met by 80 million work animals, of which 70 million were the male progeny of indigenous breeds. The integration of livestock in farming has been the secret behind India’s centuries-old sustainable agriculture systems. Indian cattle use 22 per cent of the energy, compared to only seven per cent in the US. Farm animals sustain our soils by providing soil fertility. He estimated that 74 million oxen and eight million buffaloes make available 40 million horsepower of energy (worth Rs 100 billion per year).9 lakh tonnes to 13.

In India, tradition, religious sentiment and economic needs have tried to maintain a cattle population large enough to maintain the cycle, only if we know it. Seventy-five per cent of corn grown in India is for animal feed. The integration of livestock in farming has been the secret behind India’s centuries-old sustainable agriculture systems. Ecologically, the cow has been central to Indian civilisation.The sacred cow has thus been reduced to a milk machine. The asset value of our pashu dhan is Rs 250 billion.M. Between 2009-10 and 2014-15 alone buffalo meat exports grew more than fourfold, from 4.We are not just exporting our animal wealth. A new competition has been created between food for animals and food for humans.The industrial model, based on what I have called the Monocultures of the Mind, breeds uniformity and one dimensionality, it breeds standardisation and mediocracy.14 lakh tonnes; from 1163. According to him, animals ploughed 100 million hectares and hauled 25 billion km tonnes of freight in 15 million ox-carts. The replacement of animal energy by mechanised systems would require an investment of 200-300 billion.India today is the top beef exporter of the world. The cow provided nutrition through dairy, and the bullocks provided energy for transport and farm operations and this sophisticated breeding was done by indigenous experts. They equate cattle only with milk, and do not consider other livestock produce — draught power, dung for fertiliser and fuel, hides, skins, horn and hooves

Glassdoor estimates that average salaries for AI-related jobs advertised on company career sites rose 11 per cent between October 2017 and September 2018 to 123,069 annually. “It does slow things down. In response, the school tripled its entering class to 30 in the fall of 2017.Boris Yue, 20, was one of the thousands of student attendees, threading his way among fellow job-seekers to meet recruiters.

AI job postings as a percentage of overall job postings at Indeed nearly doubled in the past two years, according to data provided by the company. (Photo: Pixabay) Dozens of employers looking to hire the next generation of tech employees descended on the University of California, Berkeley in September to meet students at an electrical engineering and computer science career fair. “And we are trying to supply the students to fill that demand.Mark Maybury, an artificial intelligence expert who was hired last year as Stanley Black and Decker’s first chief technology officer, agreed. “Is it expensive? Yes.

“Companies are really hungry for these folks right now,” Holm said.Liz Holm, a materials science and engineering professor at Carnegie Melon, saw the increased demand first-hand in May, when one of her graduating PhD students, who used machine learning methods for her research, was overwhelmed with job offers, none of which were in materials science and all of them AI-related. Searches on Indeed for AI jobs, meanwhile increased just 15 per cent.”The crunch is great news for job-seeking students with AI skills. At Georgia Tech, students interact with digital teaching assistants made possible by AI for an online course in machine learning.(Source).A shortage of trained workers “will definitely slow the rate of diffusion of the new technology and any productivity gains that accompany it,” said Chad Syverson, a professor at the University of Chicago Booth School of Business. “There is no shortage of machine learning opportunities,” he said. Applicants to UC Berkeley’s doctoral program in electrical engineering and computer science numbered 300 a decade ago, but by last year had surged to prewinder 2,700, with more than half of applicants interested in AI, according to professor Pieter Abbeel. Many economists believe AI has the potential to change the economy’s basic trajectory. “We have had difficulty filling jobs for a number of years,” he said. The extra 200 seats were filled in 24 hours, he said. While the job outlook for those with computer skills is generally good, Yue is in an even more rarified category: he is studying artificial intelligence, working on technology that teaches machines to learn and think in ways that mimic human cognition.“Have we been able to find the talent we need? Yes,” he said.The expanding applications for AI have also created a shortage of qualified workers in the field.

The firm is embedding AI into the design and production of tools, he said, though he said details are not yet public.”Many economists believe AI has the potential to change the economy’s basic trajectory in the same way that, say, electricity or the steam engine did. It may also be delaying broader adoption of a technology that some economists say could spur US economic growth by boosting productivity, currently growing at only about half its pre-crisis pace. Louis Federal Reserve Bank President James Bullard in an interview. “This will diffuse through the whole economy and will change all of our lives.At the University of Illinois, professor Mark Hasegawa-Johnson last year tripled the enrollment cap on the school’s intro AI course to 300. In addition to bumping their pay and giving them more choice, they often get job offers well before they graduate.”Still, a fix for the supply-demand mismatch is probably five years out, says Andrew Chamberlain, chief economist at Glassdoor.Too few AI-trained job-seekers has slowed hiring and impeded growth at some companies, recruiters and would-be employers told Reuters.Artificial intelligence is now being used in an ever-expanding array of products: cars that drive themselves; robots that identify and eradicate weeds; computers able to distinguish dangerous skin cancers from benign moles; and smart locks, thermostats, speakers and digital assistants that are bringing the technology into homes.Derek Brown, who studied artificial intelligence and cognitive science as an undergraduate at Carnegie Mellon, got a full-time post-graduation job offer from Salesforce at the start of his senior year last fall.US government data does not track job openings or hires in artificial intelligence specifically, but online job postings tracked by job sites including Indeed, ZipRecruiter and Glassdoor show job openings for AI-related positions are surging.”But the speed of the transformation will depend in part on the availability of technical talent. Eventually, the student took a job with Proctor & Gamble, where she uses AI to figure out where to put items on store shelves around the globe.

“The supply of people moving into this field is way below demand,” he said.Michael Solomon, whose New York-based 10X Management rents out technologists to companies for specific projects, says his top AI engineers now command as much as USD 1000 an hour, more than triple the pay just five years ago, making them one of the company’s two highest paid categories, along with blockchain experts.He’s right. Although schools across the country are adding classes, increasing enrolment and developing new programs to accommodate student demand, there are too few potential employees with training or experience in AI. “We feel strongly that the demand is there,” said Reid Simmons, who directs CMU’s new program. “I do think artificial intelligence is … coming of age,” said St.The demand has driven up wages.Carnegie Mellon University this fall began offering the nation’s first undergraduate degree in artificial intelligence. He turned it down in favour of Facebook, where he started this past July. His choice of speciality makes it unlikely he will have difficulty finding work. The company has algorithms that trawl job postings on company websites, and their data show AI-related job postings having doubled in the last 11 months.Andrew Shinn, a chip design manager at Marvell Technology Group who was recruiting interns and new grads at UC Berkeley’s career fair, said his company has had trouble hiring for AI jobs.Artificial intelligence is now being used in an ever-expanding array of products.Universities are trying to keep up.That has big consequences.But Yue wasn’t worried about so much potential competition