Menu
Hottest job? Data scientists say they're still mostly digital 'janitors'

Hottest job? Data scientists say they're still mostly digital 'janitors'

Upcoming priorities include a focus on machine learning, this report suggests

Data scientists are considered to have the hottest job right now, but a new study suggests they're little more than "digital janitors" who spend most of their time cleaning data to prepare it for analysis.

That's according to CrowdFlower, a crowdsourcing company, which surveyed 80 data scientists with varying levels of experience.

While an advanced degree is usually required for the position, a full 60 percent of respondents said they spend most of their time cleaning and organizing data, leaving little for analytical tasks like building training sets and refining algorithms.

"You have your hardest-to-hire resource spending most of their time cleaning data," said Lukas Biewald, CrowdFlower's cofounder and CEO. "It's a humongous waste for organizations."

Cleaning and organizing data, as it turns out, is also data scientists' least favorite part of the job, according to more than half of CrowdFlower's respondents.

That makes for an unhappy combination, but data scientists remain undaunted: More than 80 percent said they're happy at work.

CrowdFlower's findings also confirm that there's a shortage of data scientists in the business world. In last year's survey, 79 percent of respondents said there was a shortage; this year, that figure was up to 83 percent.

Want to land a data scientist job for yourself? The most in-demand skills, according to CrowdFlower, are SQL, Hadoop, Python, Java, R, Hive, MapReduce, NoSQL, Pig and SAS.

Coming up next is machine learning, which was singled out as especially important by more than half of the respondents CrowdFlower surveyed.

"Over the last couple of years every CEO has been asking, 'what's our big data strategy?'" Biewald said. "They need to start asking about machine learning."

Follow Us

Join the New Zealand Reseller News newsletter!

Error: Please check your email address.

Slideshows

Top 50 defining moments of the New Zealand channel in 2016

Top 50 defining moments of the New Zealand channel in 2016

Reseller News looks back on a tumultuous 12 months for the New Zealand channel, assessing the fallout from a year of sizeable industry change. Whether it be local or global mergers and acquisitions, distribution deals or job changes, the channel that started the year differs somewhat to the one set to finish it - Reseller News assesses the key moments that made 2016.​

Top 50 defining moments of the New Zealand channel in 2016
​Hewlett Packard Enterprise honours high achieving NZ channel

​Hewlett Packard Enterprise honours high achieving NZ channel

Hewlett Packard Enterprise honoured its top performing Kiwi partners at the second running of its HPE Partner Awards in New Zealand, held at a glitzy ceremony in Auckland. Recognising excellence across eight categories - from distributors to resellers - the tech giant celebrated its first year as a standalone company, following its official split from HP in 2015.

​Hewlett Packard Enterprise honours high achieving NZ channel
Nutanix treats channel partners to Christmas cruise

Nutanix treats channel partners to Christmas cruise

Nutanix recently took to the seas for a Christmas Cruise around Sydney Harbour with its Australia and New Zealand staff, customers and partners to celebrate a stellar year for the vendor. With the sun out, they were all smiles and mingled over drinks and food.

Nutanix treats channel partners to Christmas cruise
Show Comments