E-Business
Data Scientists Reveal Roadblocks to Digital Transformation

Digital transformation has accelerated significantly due to the COVID-19 pandemic, but the extra demands on data scientists have revealed significant barriers to effective working and high levels of job dissatisfaction in some areas.
For example, around four in 10 are dissatisfied with their company’s use of analytics and model deployment, while more than 20 barriers to effective working emerged, according to a survey of data scientists commissioned by analytics leader SAS.
However, the work of data scientists has grown in importance with many organisations accelerating digital transformation projects by using technology to improve business operations.
More than 90% of respondents indicated the importance of their work was the same or greater compared to before the pandemic.
To delve deeper into the state of data science, the report assesses the impact of the pandemic, challenges faced, overall satisfaction with the analytics environment and more.
The research showed the pandemic upended standard business practices, shifting the assumptions and variables in models and predictive algorithms and causing a ripple effect of adaptations in processes, practices and operating parameters.
More than two-thirds of respondents were satisfied with the outcomes from analytical projects.
However, 42% of data scientists were dissatisfied with their company’s use of analytics and model deployment, suggesting a problem with how analytical insights are used by organisations to inform decision making.
This was backed up by 42% saying data science results were not used by business decision makers, making it one of the main barriers faced.
The survey also highlighted some specific skills gaps. Less than a third of the respondents reported having advanced or expert proficiency in program-heavy skills, such as cloud management and database administration.
This is an issue given that use of cloud services is up significantly, with 94% saying they experienced the same or greater use of cloud since COVID-19 struck.
“There have clearly been more demands placed on data scientists as the pandemic has accelerated digital transformation projects that many organisations were planning anyway,” said Dr. Iain Brown, head of Data Science at SAS UK and Ireland.
“A major source of frustration is finding a way for organisations to implement the insights from analytics projects and use them in their decision making, which means giving data scientists a seat at the boardroom table might be a way forward.”
“Linked to this, we found concerns around support for data science teams and a lack of talent, which has been an issue for some time with demand outstripping supply. Organisations must realise that investing in a team of data scientists with complementary skills could reap huge value for the business, so the cost of hiring needs to consider the return on that investment as we move to significantly more digital and AI-driven business processes,” continued Brown.
The research also identified gaps in consistent organisational emphasis on AI ethics, with 43% of respondents indicating that their organisation does not conduct specific reviews of its analytical processes with respect to bias and discrimination and only 26% of respondents reporting that unfair bias is used as a measure of model success in their organisation.
When it comes to the challenges identified to ensure fair and unbiased decision making, Dr. Sally Eaves, an industry expert, said, “Data scientists can lend their expertise to craft working guidelines for data access, usage security, and broader issues, such as sustainability and data ethics and bias.”
“Rather than sometimes hoping they are given appropriate, clean data and relying too much on the technology to drive fair outcomes, they can play an active role to put in place the right guidelines and checks at each stage of the analytical process to try and eliminate bias. Having a transparent and explainable flow from data to decision is obviously key to this,” said Eaves.
The research revealed positive outcomes from the global disruption of the pandemic. Nearly three-quarters (73%) said they are just as productive or more productive since the pandemic, while a similar proportion (77%) revealed they had the same or greater collaboration with colleagues. This suggests many of the challenges highlighted were in existence, possibly to a greater degree, before the pandemic.
Other challenges experienced were the amount of time spent on data preparation versus model creation. Respondents are spending more of their time (58%) than they would prefer gathering, exploring, managing and cleaning data.
“Overall, the data scientist has ample reason to feel empowered and optimistic about how the pandemic has shone a spotlight on the importance of their role within their organisation and how it might evolve over time,” said Brown. “This holds especially true if data scientists can leverage the whole spectrum of available tools to manage the analytics lifecycle, pursue data science training and skill development opportunities, and embrace data prep as the first step in modelling.”
Additional findings and discussion points, including strategies for data scientists to improve processes and outcomes, are available in the full report: Accelerating Digital Transformation.
E-Business
Galaxy Backbone, Rural Electrification Agency Commit to Deepening Digital and Energy Access Across Nigeria

In a major step towards deepening Nigeria’s digital and energy infrastructure, Galaxy Backbone Limited (GBB) and the Rural Electrification Agency (REA) have signed a strategic Memorandum of Understanding (MoU) at a brief but impactful ceremony held in Abuja.
The MoU signals a collaborative effort between both agencies to enhance Nigeria’s digital transformation agenda by integrating reliable energy solutions with cutting-edge ICT infrastructure, especially in higher institutions, Government institutions, underserved and rural communities across the country.
Speaking at the event, the Managing Director/CEO of Galaxy Backbone, Professor Ibrahim A. Adeyanju, described the partnership as “a landmark moment in Nigeria’s journey towards a digitally empowered, sustainably powered, and inclusively connected nation.”
“This partnership exemplifies what is possible when two visionary government institutions come together, united by shared goals and driven by the desire to improve the lives of Nigerians everywhere,” he said.
Professor Adeyanju emphasized that while Galaxy Backbone’s core mandate is to provide secure digital infrastructure that powers government operations, reliable and sustainable energy particularly in rural areas is essential to fully actualize digital transformation.
Major highlights of the MoU include:
- Solar electrification of some of GBB’s Metro Fibre sites in Abuja by the REA.
- Powering Hostels of Higher Institutions across the country through the Fibre to Hostel Project being driven by the Federal Ministry of Communications Innovation and Digital Economy (FMCIDE).
- Support for the rollout of the 774 Local Government Digitization Initiative, beginning with six pilot Local Government Areas.
- Provision of LANs, access points, cloud services, colocation infrastructure, and temporary connectivity to enhance REA’s operational facilities nationwide.
The Managing Director of the Rural Electrification Agency Mr Abba Aliyu, in his remarks, expressed optimism that this collaboration will further bridge the digital and energy divide across Nigeria. He noted that by combining REA’s achievements in expanding energy access with GBB’s robust ICT backbone, both agencies are poised to create lasting impact across governance, education, healthcare, and entrepreneurship.
This partnership is also in direct alignment with the Renewed Hope Digital Transformation Agenda of President Bola Ahmed Tinubu, GCFR, which envisions an inclusive digital economy powered by innovation and sustainable energy.
The ceremony was attended by top management from both organizations as well as members of the media.
With today’s signing, Galaxy Backbone and the Rural Electrification Agency have set the tone for stronger, smarter, and more inclusive public service delivery powered by strategic inter-agency collaboration.
E-Business
NIMC Says NIN Services Back Online

National Identity Management Commission (NIMC) has announced the restoration of its National Identification Number (NIN) verification services nationwide.
This, according to the commission, follows the completion of a system maintenance exercise.
In a statement issued on Friday, the NIMC confirmed that all previously disrupted services have resumed.
“NIMC wishes to inform the general public that the recent technical maintenance has been completed and all services have been restored,” the statement read.
The NIMC urged Nigerians seeking to enroll for NIN to visit the its official website to locate the nearest enrollment centers.
The agency also encouraged individuals to make use of its self-service portal for tasks such as data modification, including name changes.
To further ease the verification process, the Commission recommended downloading the NIMC NameAuth app (oath.app) from the Google Play Store or Apple App Store for quick and secure NIN authentication.
NIMC expressed appreciation for the public’s patience during the service disruption, which had impacted banks, telecom providers, and government agencies that rely on NIN verification for their operations.
E-Business
Report Reveals African Organizations Dangerously Overestimating Cyber defences

Many businesses are overestimating their defence against cyber attacks, which creates a significant human risk blind spot. A new KnowBe4 report exposes a worrying disconnect between what leaders think about their cyber security readiness and what employees experience.
According to the KnowBe4 Africa Human Risk Management Report 2025, based on insights from cyber security decision-makers across 30 African countries, despite high awareness, a critical gap exists in turning that awareness into actual readiness and resilient behaviour.
Key findings from the KnowBe4 Africa Human Risk Management Report 2025:
Confidence vs awareness: While cyber security awareness is high, leaders express uncertainty about their workforce’s ability to act on that awareness. Many feel employees may overestimate their capabilities in recognising, reporting and mitigating threats.
The need for adaptive and personalised security awareness training: Many companies fail to personalise security awareness training to specific roles or risk exposures.
Widespread BYOD usage: A large percentage of employees (between 41% and 80%) use their personal devices for work.
AI policy development is lagging: Many companies (46%) are still in the process of developing policies for using AI tools in the workplace.
Regional variation: Southern Africa trains more, East Africa governs AI better and West/Central Africa sees the most human-related security incidents.
This gap is significant because Africa has become an attractive target to cyber criminals, especially those that launch AI-powered attacks. A LexisNexis Risk Solutions study found 60% of South African organisations have seen an increase in AI-facilitated financial crime – above the 56% global average.
Kehinde Popoola, regional manager and key representative for West and East Africa at Rubrik, said digital transformation is gaining momentum in Africa and companies are more exposed to cyber risk. The Rubrik executive adds that amid an increase in threats, it is crucial that organisations adopt an assumed breach mindset.
The KnowBe4 research shows that cyber security preparedness and the actual structures required to support secure behaviour seem misaligned.
The report highlights that just 10% of cyber security leaders are fully confident that staff would report a phishing attack or other cyber threat, despite rating employee security awareness of cyber threats at four out of five or higher.
There is also a significant perception gap between decision-makers and general employees in Africa regarding security awareness training, with 68% of leaders believing that training is tailored to roles, compared to only a third of employees feeling adequately trained.
KnowBe4 asserts that many organisations only conduct annual or biannual training that is too generic to effectively change behaviour, contributing to uncertainty about its effectiveness.
According to another report, the KnowBe4 African Cybersecurity and Awareness Report 2025, which focuses on end-user based responses, only 43% of African respondents felt confident in their ability to recognise a cyber threat, and just one in three believed their security awareness training was adequately tailored to their role. This comparison suggests the development of a dangerous perception gap in many organisations.
“There’s a disconnect here – between what leaders think is happening and what employees are actually experiencing,” says Anna Collard, SVP content strategy and evangelist at KnowBe4 Africa. “The data shows that without procedural and cultural follow-through, awareness simply doesn’t translate into readiness.”
“The continent’s cyber security posture may be more confident than it is truly resilient,” Collard adds.
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