transforming recruitment

AI and ML adoption transforming recruitment workflows

by | Feb 13, 2021 | Artificial Intelligence, Digital Transformation, Productivity

Technologies such as AI, Blockchain, and VR are swiftly becoming mainstream in the organizational recruitment transformation agenda.
Share to lead the transformation

Megha Talpade (name changed), the talent acquisition leader of a leading organized retailer, is in a state of a quandary these days. Just like many other retailers, her company also faced hardships due to the pandemic that caused the shutdown of malls and shops for several months last year. However, as things are getting back to normal, Talpade has been assigned by the leadership to formulate a recruitment plan to expand the operations and sales team. As we continue through 2021, talent acquisition leaders like Talpade have no other option but to explore transforming the recruitment process through technologies such as AI and Blockchain to source the best talent in a cost-efficient way

What could have been a routine hiring exercise before the pandemic has suddenly looked like running a marathon! With the need for social distancing and safety likely to remain the top priority even in the waning pandemic scenario, shortlisting candidates through heaps of data and onboarding hundreds of new employees through traditional processes look like an inconceivable approach for talent heads. (See: How will AI impact enterprise ecosystems in 2021?)

Reimagining hiring experience through AI

AI is fast emerging as a top technology to transform the future of recruitment. AI-based screening tools empower companies to validate a specific number of criteria before sending the hiring managers’ selected profiles. Since the applications for a job have increased multifold after the pandemic triggered slowdown, it is no longer possible for companies to take the conventional route to shortlist candidates without a resume analysis tool.

Many companies are now looking forward to using AI to transform their recruitment processes and meet their hiring goals.

For instance, Vodafone started using AI to recruit call-center and sales staff in 2017 and has been pleased with the results. Similarly, Cathay Pacific, one of the world’s leading airlines, utilized AI-based platforms to reduce the hiring time for customer service and flight attendant roles from 3 months to 2-3 weeks.

By integrating AI-based analytical tools, talent acquisition teams can focus on the best candidates that match their core profile requirements. The algorithmic process can also scan candidates’ online behaviors by screening their publicly available comments and social media profiles and list the candidates as the top choice, recommended and not recommended at all.

AI tools can also analyze candidates’ facial movements, body language, and verbal skills through real-time AI scanning programs.

According to the 2019 State of Artificial Intelligence in Talent Acquisition report by Oracle, About 73% of organizations expect AI to increase recruitment speed, and 53% expect it to boost the overall productivity of the recruitment function. By 2022, the percentage is likely to go even higher.

In addition to screen the candidates, AI-based tools are also effective for conducting remote interviews through conversational chatbots or robots. Interactive chatbots can help businesses resolve candidates’ queries promptly and guide them with the onboarding and re-boarding process.

Credential verification through Blockchain

Blockchain technology enables hiring managers to access the complete and accurate employment history of a potential candidate. Leveraging its digital recordkeeping capability, Blockchain validates the CV of the jobseeker and removes any possibility of the candidate hiding an undesirable history. 

This means applicants cannot hide their professional historical data and credentials. It will give employers a better insight into their candidates’ natural strengths and weaknesses and assess them better for a given role.

The future will see a massive role of technology in recruitment cycles. Most of these technologies are governed by business logic, making it possible for enterprises to structure the patterns per specific inputs and solve many critical leadership hiring problems. While still at a nascent stage, 2021 is expected to see new use cases of Blockchain and likely play a key role to transform the recruitment processes.

Accelerating skills evaluation by leveraging AR and VR

These immersive technologies that were earlier restricted to the gaming industry can deliver substantial value in the new age recruitment process. By leveraging the advantage of AR and VR, companies can evaluate a candidate in an actual set-up, showcase their brand effectively and test the ability of a candidate to manage complex situations and analyze their resilience levels.

AR and VR can also make the entire recruitment cycle more engaging and exciting. For instance, Siemens was one of the first companies that started using AR and VR for driving recruitment almost a decade back. In 2011, the company had launched Plantville, an online gaming platform that simulates the experience of being a plant manager. Potential hires were given the challenge of maintaining a plant’s operation while strengthening the productivity, efficiency, sustainability, and overall facility health.

Since its launch, the game has helped Siemens build brand awareness, engage thousands of customers, and recruit several engineers.

While all these technologies hold great potential and are expected to play a pivotal role in mechanizing the top talent search and transforming the HR practices, they are yet to overcome obstacles like bias fully to make it wholly reliable. For instance, about three years ago, Amazon removed a secret AI recruiting tool from its hiring process that started to display prejudice against women candidates. For an enterprise looking at transforming its HR and recruitment practices, the best way is to identify your actual needs and partner with the right technology partner to harness the technology and increase the scope of hiring.

In adopting technologies like AI and Blockchain for talent acquisition, Talpade seems to have certainly taken note of this!

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This information was given by the Union Minister for Road Transport and Highways Nitin J Gadkari in a written reply in Lok Sabha today.

News source: Press Information Bureau.

Andhra’s Polavaram project gets Extension

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In a major decision, the Union Environment Ministry has today given two years of extension and allowed the construction works related to Polavaram Multipurpose Project. Informing the media in New Delhi the Union Minister for Environment, Forest and Climate Change Prakash Javadekar said that today the order has been signed and ministry has allowed the construction works for two years.

The Union Minister stressed that Polavaram project is very important to the people of Andhra Pradesh as it will irrigate nearly 3 lakh ha of land, generate hydel power with installed capacity of 960 MW and provide drinking water facilities to 540 enroute villages covering 25 lakh populations, particularly in Visakhapatnam, East Godavari and West Godavari and Krishna Districts.

In the year 2011 the then government had asked the Government of Andhra Pradesh to stop construction work of the project but in the year 2014 the NDA government declared the Polavaram project a National project and the ministry kept the “Stop Work Order” in abeyance to allow the construction works. The “Stop Work Order” has been kept in abeyance six times for a year each time. Considering the immense importance of the project this time the Ministry is keeping the “Stop Work Order” in abeyance to allow the construction works for two years without permission to impound water.

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News Source: Press Information Bureau.

Image By IM3847Own work, CC BY-SA 4.0, Link

Body to resolve disputes between REs, PSUs

Body to resolve disputes between REs, PSUs

In a major decision to facilitate the solar and wind energy projects, Union Minister of State for Power and New & Renewable Energy (IC) and Skill Development & Entrepreneurship, RK Singh, has approved the formation of a three member Dispute Resolution Committee to consider the unforeseen disputes between solar/wind power developers and PSUs Solar Energy Corporation of India Limited (SECI) and National Thermal Power Corporation (NTPC) beyond contractual agreement.

The Members of Dispute Resolution Committee under this mechanism will be MF Farooqui (former DOT Secretary/ Heavy Industry Secretary); Anil Swarup (former Coal Secretary); and AK Dubey (former Sports Secretary), as per a Press Information Bureau release .

Union Minister of State for Power and New & Renewable Energy (IC) and Skill Development & Entrepreneurship, RK Singh. Source: Ministry of New and Renewable Energy

In an earlier statement, emphasizing the importance of this step, Singh had said that the move would give further fillip to the smooth implementation of solar/wind energy projects in India. It fulfills a long pending demand of the industry to resolve expeditiously, unforeseen disputes that may arise beyond the scope of Contractual Agreements.

The Solar and Wind Industry have been demanding setting up of Dispute Resolution Mechanism by MNRE for quite some time, to resolve expeditiously, unforeseen disputes that may arise beyond the scope of Contractual Agreements between solar power developers / wind power developers and SECI/ NTPC.

The issue was considered and it was felt that there is need to erect a transparent, unbiased Dispute Resolution Mechanism, consisting of an independent, transparent and unbiased Dispute Resolution Committee (DRC), for resolving the unforeseen disputes that may arise in implementation of contractual agreements and also for dealing with issues which are beyond the scope of Contractual Agreements between solar power developers/ wind power developers and SECI / NTPC.

The mechanism of Dispute Resolution Committee (DRC) will be applicable for all solar/ wind Schemes/ Programmes/ Projects being implemented through/ by SECI/ NTPC.

The DRC will consider following kinds of cases:

(a) All cases of appeal against decisions given by SECI on Extension of Time requests based on terms of contract: All requests for extension of time due to recognized ‘Force Majeure’ events like flood, earthquake, delay in handing over of land by Solar Park Developers, delay in connectivity, etc. will be dealt strictly as per Contractual Agreements. In all such cases, the solar power developers / wind power developers shall make an application for grant of Extension of Time (EoT) within the time specified in the Contractual Agreement. If application is not made within the time limit prescribed in the Contractual Agreement, it shall be summarily rejected by SECI/ NTPC. If application is made within the time limit, the request will be examined and final decision given to solar power developer/ wind power developer within 21 days from the date of application. No separate extension of time shall be granted for overlapping periods of effect by two or more causes. If the developer is not satisfied with the decision of SECI/ NTPC, then it may appeal to the Dispute Resolution Committee (DRC), within 21 days of SECI/NTPC’s order after paying a fee, to be decided by the DRC, which in any case shall not be less than 5% of the impact of SECI’s/NTPC’s decision being challenged. This fee shall be deposited into the Payment Security Fund maintained by SECI/ NTPC for the project concerned. In case, the Government upholds the appeal in toto, after taking into consideration the recommendation of DRC, and strikes down the SECI order, then the fee so collected shall be refunded, provided the DRC makes a recommendation for the same and the Government passes a specific order to that effect. The Fee which may be received and is not required to be refunded, shall be credited to the appropriate Payment Security Fund being maintained by SECI/NTPC.

(b) All requests of Extension of Time not covered under the terms of contract: All cases involving unforeseen issues/ circumstances not covered under Contractual Agreements like cases where the site is to be procured by the developer but there is delay in land allotment due to policy change or registration by the Government, delays in grant of proposed connectivity due to court stays, etc., will be placed before the DRC for consideration and make recommendations to Ministry of New & Renewable Energy (MNRE) for appropriate decision.

The ‘Dispute Resolution Committee’ (DRC) will examine all such cases referred to it, including the cases where the developer is not satisfied with the decision of SECI/NTPC and it decides to appeal after paying the required fee as laid down under Para (ii) (a) above, in a time bound manner and submit its recommendations to the Ministry of New & Renewable Energy (MNRE), not later than 21 days from the date of reference.

The recommendations of the ‘Dispute Resolution Committee’ (DRC) along with MNRE’s observations, will be placed before Minister (NRE) for final decision. The Ministry shall examine and put up such recommendations to Minister (NRE) with the comments of IFD within 21 days of receipt of recommendation from the DRC.

To arrive at any decision, Committee will be free to interact with the relevant parties of the case and shall record their views. For presenting the case before the DRC, no lawyers shall be permitted.

Bharatmala-I has outlay of Rs 5,35,000 Cr

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However, under Border Roads and International Connectivity Roads component of Bharatmala Pariyojana Phase-I, 07 nos. of road projects with an aggregate length of about 1,042 kms and total cost as Rs. 4,916 crores (approx.) have been awarded till March, 2019 in entire country. Under Coastal Roads and Port Connectivity roads component of this programme, 05 nos. of road projects with total length of about 163 kms and total cost as Rs. 2,469 crores (approx.) have been awarded till March, 2019 in entire country. Progress of all the projects is monitored electronically for ensuring completion of projects as per schedule.

This information was given by the Union Minister for Road Transport and Highways Nitin J Gadkari in a written reply in Rajya Sabha today.

News source: Press Information Bureau.

Swachh Bharat good for ground water: Study

Swachh Bharat good for ground water: Study

Union Minister for Jal Shakti Gajendra Singh Shekhawat has said that Swachhata affects all aspects of the environment – be it groundwater, surface water, soil or air – as well as health and well-being of the communities in ODF regions. Praising the Swachh Bharat Mission for bringing a reduction in ground water contamination, he said, the WHO 2018 study had estimated that the Swachh Bharat Mission will save over 3 lakh lives by the time India is Open Defacation Free. Releasing two independent third-party studies conducted on the Swachh Bharat Mission (Grameen), the Minister said, the Mission will continue to positively impact people’s lives for a long time to come.

These studies, commissioned by UNICEF and the Bill and Melinda Gates, were aimed at assessing the environmental impact and communication footprint of the Swachh Bharat Mission (Grameen) respectively. The full reports as well as the summary reports of both the studies can be downloaded from mdws.gov.in and sbm.gov.in.

Union Minister for Environment and Forests Prakash Javadekar highlighted the significance of launching these studies on World Environment Day. He said that the United Nations, aware that the protection and improvement of the human environment is a major issue which affects the well-being of peoples and economic development throughout the world, designated 5th June as World Environment Day. He added that it is only fitting that UNICEF has chosen this day to release its findings on the positive impact the Swachh Bharat Mission has had on the environment of rural India.

Secretary, Government of India, Parameswaran Iyer, in his opening remarks, shared that the rural sanitation coverage in the country had crossed the 99% mark and that the Mission was in the final stretch of its completion with 30 States and Union Territories already having declared themselves free from open defecation. He said that the Mission is focusing on sustaining the gains of this progress and to extend the momentum to the ODF-plus phase which includes solid and liquid waste management.

Summary of the study findings

Under the “Environmental impact of the Swachh Bharat Mission on Water, Soil, and Food” by UNICEF, groundwater samples were collected and studied from ODF and non-ODF villages of Odisha, Bihar and West Bengal. The study found that, in terms of faecal contamination, non-ODF villages were, on average:

  • 11.25 times more likely to have their groundwater sources contaminated (12.7 times more from contaminants traceable to humans alone)
  • 1.13 times more likely to have their soil contaminated
  • 1.48 times more likely to have food contaminated and 2.68 times more likely to have household drinking water contaminated.
  • The study findings indicated that these substantial reductions may potentially be attributed to the improvement in sanitation and hygiene practices, as well as supportive systems such as regular monitoring and behaviour change messaging, which have all been critical aspects of the Swachh Bharat Mission (Grameen).

IEC footprint study by Gates Foundation

The “Assessment of the reach and value of IEC activities under Swachh Bharat Mission (Grameen)” conducted by Dalberg, supported by the Bill and Melinda Gates Foundation, estimated the scale of IEC activities within the Mission and assessed associated monetary and in-kind costs, and outputs such as reach. The study found that:

  • SBM mobilized a spend equivalent worth INR 22,000 to 26,000 crores in monetary and non-monetary IEC activities.
  • Of this spend equivalent, cash expenditure on IEC activities spent by the Government, private sector, and the development community was estimated to be between INR 3,500 – 4,000 crores.
  • Of this cash spend, ~20% (~INR 800 crores) was spent by the Ministry of Drinking Water and Sanitation (MDWS), ~35% (~INR 1,250 crores) by the State Sanitation Departments, ~25% (~INR 1,000 crores) by other government ministries, and the other ~20% by the private sector (CSR and business expenditures) and the development sector collectively.
  • An average person living in rural India was exposed to between 2,500 – 3,300 SBM related messages over the last five years.
Gadkari takes charge of transport ministry

Gadkari takes charge of transport ministry

Nitin Gadkari took charge of the office of the Union Minister for Road Transport and Highways in New Delhi today. He also holds the portfolio of the Union Minister for Micro, Small and Medium Enterprises.

Gadkari was Union Minister for Road Transport and Highways, Shipping, Water Resources, River Development and Ganga Rejuvenation in the previous government.

Gadkari is a member of Lok Sabha since May, 2014. He was earlier a member of the Maharashtra Legislative Council during 1989-2014. He was Minister for PWD in Maharashtra Government during 1995 to 1999.

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