Harnham

Data Scientist

London
£70000 - £75000 per annum + Benefits

Data Scientist
London / Fintech
£75,000

OVERVIEW

The Harnham Data Science team are currently working with an amazing fintech company based in London who have achieved notable success in recent years and have won numerous awards for their market-leading product!

They have exciting plans for the next 2 years, including building out a brand new Data Science capability - this position will help to lead that effort!

You will be working within a talented team of Data Scientists, responsible for utilising your knowledge of statistics/machine learning to solve problems in marketing, risk, digital and fraud.

There is a great culture here, particularly if you are keen to work in a learning environment.


THE ROLE

On a daily basis you will be:

  • Dedicated to building a brand new product offering for the company
  • Experimenting with large datasets, formulating hypotheses and using your statistical/machine learning knowledge to generate insights
  • Using a variety of the latest tools and technologies (Python/Spark)
  • Exploring the use of deep learning techniques on complex problems

SKILLS AND EXPERTISE

You must have:

  • A proven experience in programming with Python
  • An MSc or Ph.D. in a quantitative discipline (e.g. Maths, Stats, Computer Science, Physics etc)
  • Knowledge of a database query language (SQL/Hive preferred)

SALARY

In this role you could earn up to £75,000 + benefits.

HOW TO APPLY

To be considered for this exciting opportunity, please submit your details using the Apply button on this page. Or for more information regarding other roles please contact Nick Mandella at Harnham.

KEYWORDS

Python, Spark, SQL, Hive, Hadoop, machine learning, statistics, statistical analysis, Data Scientist, Data Science, Deep Learning.

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VACNm
London
£70000 - £75000 per annum + Benefits
  1. Permanent
  2. Data science

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Harnham blog & news

With over 10 years experience working solely in the Data & Analytics sector our consultants are able to offer detailed insights into the industry.

Visit our Blogs & News portal or check out our recent posts below.

“If It’s Difficult To Find, That’s Where Your Threat Will Be”: Hunted’s Ben & Danni On Cybersecurity

Ben Owen and Danni Brooke are the Co-Directors for the EMEA Practice at Fortalice Solutions, a leading global cyber security and intelligence operations company.  They travel globally to assist clients with their cyber security requirements, bespoke training needs, intelligence and investigations both online and physical and counter fraud training/consultation. They deliver and manage a portfolio of pro-active intelligence solutions to keep people, nations and businesses safe from threats and head up the EMEA operations.  Ben and Danni also feature on the hit Channel 4 show, Hunted and Celebrity Hunted which has been airing for over four years with another series set to be filmed this summer. I caught up with them recently to discuss the latest Fraud, tools and challenges for the Cybersecurity industry. Cybersecurity is an ever-changing landscape. What trends do you anticipate for the next 12 months and beyond? It is always difficult to pin down what the next real trend is going to be in the Cybersecurity space as adversaries are becoming ever more sophisticated.  What was once a very difficult process for skilled individuals is becoming more readily available to novices with advances in software, particularly those shared on the Dark Web. What is an inevitable threat trend in the next 12-months and beyond is the exponential rise in the Internet of Things (IoT).  With a world where everything is hooked up to the web, it is apparent that tech companies selling these devices are under immense pressure to get products to market. The need for speed could mean that some security principles and best practices may be overlooked.   As the UK encountered during the Mirai Botnet attack of 2016, a network of electronic devices acting in concert can cripple the internet or, worst case, become a weapon that could cause actual physical damage as well as cyber damage, power stations, hospital networks to name but a few.   How have Data & Analytics impacted the detection, and prevention, of cyber-crime? A company will have to protect themselves against an enormous amount of cyber threats every second.  A cyber-criminal will only need one successful attempt. Data & Analytics are proving successful in the fight against cyber-crime and their proactive and holistic approach is at keeping people and businesses safe.  Of course, it is Data that is being stolen, but very often Data can come to the rescue.  It helps in a number of ways, e.g. identifying anomalies in employee and contractor computer usage and patterns, detecting irregularities in networks, identifies irregularities in device behaviour (a huge advantage with the rise of the IoT). What one must remember, however, is the people behind the Data.  You can’t simply collect Data and assume you will be able to detect and respond with the right actions.  You need the people with the right analytical skills to sift through the Data, find the right signals and then react to the threat with an appropriate and timely response.   What tools and technologies do you think will become increasingly important in the fraud and cyber-crime landscape? Here at Fortalice we are investing a lot of time into coverage of the Dark Web.  We live in a rapidly changing digital landscape. Criminals, fraudsters, and others are now operating with more sophistication and anonymity. Where do they go to exchange fraudulent details and ideas about current victims? What medium do they use to discuss organisational targets or new ways of defrauding companies? The answer is the Dark Web.  Traditionally, companies fight fraud from the inside out. We want to change this landscape by accessing the entirety of the Dark Web, its pages, shady storefronts, and treasure troves of Data, and drawing on monitoring toolsets to give our clients a 360-degree resource for identifying adversarial communications and movements. It’s all about Internet coverage.  Wherever it is difficult to find – that’s where your threat will be.   A final point to this question is one of sharing tools and techniques.  A collaborative approach is always a good way of making sure the wider audience benefits.  We always work with our clients and offer other services and support outside of our remit to make sure they’re fully protected from a cyber and physical space.   What are the biggest security threats for businesses? Security is fundamentally broken because the design of many security solutions does not design for the human psyche.  Security solutions are bolted on, clunky, and hard to use but because security teams prioritise defending against easier cyber threats, they often don’t focus on the hardware side. The biggest risk to companies and individuals is always defined by the Data that is most important to you or to the business.  For individuals, this might be privacy or identity. For businesses, this could be customer Data, intellectual property, and the company’s money in the bank. The reality is that business executives can’t outspend the (cybersecurity) issue and they must be prepared. Cybersecurity no longer exists in a vacuum and it must be elevated to the conversations held in the boardroom and with senior leadership as well as entire divisions, departments, and organisations. For someone trying to get into security analytics, what skills do you think are key to being successful in the industry? The detail is in the name of the role.  A huge ability to interpret large amounts of technical Data is key to the role, as well as being able to assimilate what it means and how to action it.  Risk management is also key to this role.  Very often you will identify potential risks and you will have to triage those priorities on your own as co-workers won’t have the technical expertise to assist.  You will need to be able to communicate successfully to all levels of a workforce and last but by no means least – a good sense of humour!  When you think you have gotten to understand a new threat or vulnerability a new one will replace it within seconds.  Time to put the kettle on, smile, and get back to work with your analytical prowess.   Within fraud, it's well known that criminals are sharing their approaches, is this mirrored in cyber-security and if so, how is the industry combating this? Criminal collaboration is huge on the web.  First of all, there is no talent shortage for fraud rings or cybercriminals. There are no requirements for fancy university degrees or certifications and the crime ring pays for performance.  They don’t care what you look like, how you dress, or if you clock in during normal work hours. They care about getting the job done - hacking into and stealing information from others. Together they are sadly stronger and more effective.  On Dark Web forums, you will see fraudsters sharing and selling their ‘IP’ knowing that others will also contribute. That way they are all winners.  In the private world ideas equal money. That is of course not a bad thing for business, but it is bad for collaboration. Businesses generally don’t like to share ideas with one another because it has taken them lots of time and expense to get to their product or solution. As cliché as this comment sounds - we have to change this landscape for the greater good.  There are lots of smart government initiatives for national defences in cyber security and fighting high-end cyber-crime but seldom does this have a positive impact locally with smaller businesses.  There is a huge amount of information out there for individuals and advice, but we need to bridge the gap still between criminal collaboration and that of the good guys. If you could change one thing in the industry, what would it be? The mind set of security professionals that humans are the weakest link. We’re not! Humans are at risk because technology is by design, open.  I’d also change the mind set of those not in the Cyber Security industry.  All too often the severity of what is being reported is not taken seriously, nor are budgets set aside for cyber security issues.  That said, it is improving but there is a long way to go.  Ben and Danni spoke to Senior Consultant, Rosalind Madge. Get in touch with Rosalind or take a look at our latest job opportunities here.

Rosalind Madge

21. March 2019

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Top Considerations For Campaign Analysts

The phrase Campaign Analyst means many things to many people. A quick Google search alone turns up a variety of titles and job descriptions, united by one common thread; creating merit through customer value, metrics, and consumer insight.  As a rule, Campaign Analysts have become more and more important in every forward-thinking business over the past few years, particularly in B2B marketing departments. But what are the big trends we should expect to see over the next year or so? Recapping the role    Campaign Analysts are the go-to resource for everyone from staff to stakeholders, acting as advisor in regard to digital campaigns segmentation and analytical needs, and utilising their comprehensive knowledge and understanding of customer Data. They are often the bridge across departmental teams and help provide a big picture scope, while also diving into the details of customer and marketing insights to achieve actionable results. As an overview, they:     Develop guidelines and build Database procedures to evaluate individual, multi-and omnichannel testing methodologies. Mine Data and reach out to customer segments for query Data.Identify areas of improvement for campaign organisation.Provide critical support to campaigns, from conception to implementation, with the ability to translate marketing plans into production-ready endeavours. Is it time for a Data Health Check?  Though Data & Analytics have played a big role in retail over the last few years, Marketing departments have often lagged a bit behind. However, they’re beginning to catch up. In 2018, a Dun & Bradstreet survey showed over 60 percent of B2B companies thought Data quality was extremely important. In 2019, the same rings true.  But, as things develop even further, here are a few things to consider in your Marketing Data ecosystems:  Updating your company’s customer Data health – Eliminate duplicate records, make sure customer information is accurate and up-to-date, and make sure your segmentations still make sense. Have decision makers for targeted campaigns changed or moved on? Are email addresses and phone numbers still valid? Keeping your customer Data up-to-date ensures you’re not analysing invalid Data.  Creating a more focused Data-Driven approach with Marketing ROI – Assess and evaluate spending and revenue with a lens on Marketing channel variety. What’s working? What isn’t? Where can you cut costs while increasing market-generated revenue?Micro-segmenting your targeting efforts – Go deeper in your targeted Marketing efforts. Narrow your Data parameters. The more layers you add, the more targeted you can focus your messaging, and the more likely you are to reach the best audience for your business.Utilising video Marketing – Much like boosting your resume with video, the same can be said for targeted Marketing campaigns. As a Campaign Analyst, you’ll need to work with departments across the business to create a unified Content Marketing Strategy and video remains a crucial format according to a LinkedIn study. And on that note… Pressing play on video The bland days of corporate speak, restrictive tone, and limited colour in video Marketing are a thing of the past. Video is now a crucial Marketing and engagement tool, providing the opportunity to engage with customers in almost real-time.   With this, customers feel heard and can help transform a product as well as gain trust in the business itself. From GDPR to fake news to Data breaches, it’s highly important for businesses to provide transparency in their interactions and video helps them do that.  By being transparent and acknowledging mistakes, business can both gain consumer trust and improve upon their mistakes.. In addition, customer’s no longer feel like voices in a canyon; they are part of the business and therefore more invested in the company’s success.  Additionally, this can expand your reach, allowing you discover what a broader range of customers think. If we want a recommendation for a good restaurant, a doctor, or some other place or service, we turn first to our friends. And in the era of social media, our friends are everywhere. What better way to reach out to your target audience than by video with authentic customer reviews and testimonials?  A well-developed strategy leads to happy customers and their goodwill is, ultimately, free Marketing.  If you’re looking for your next Campaign Analyst opportunity, we may have a role for you. Check out our latest roles or get in touch with one of our specialist consultants. 

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