Hamilton Noel, Data Scientist: People of Pattern

Clea Boyd-Eedle

April 22, 2022

Pattern has seen great success over the years, with a huge thanks to the people behind it all. Our #PeopleofPattern series shines a spotlight on our team members all around the world, putting faces to names and chatting about what it’s like to work at Pattern. This week we chatted with Hamilton Noel, Data Scientist, in Pattern’s Utah HQ.

Could you tell me a bit about your experience working at Pattern?

I work on the Data Science team, which is a small team. Jacob Miller is our Manager, he came over from Southern Utah University, where he was a professor teaching Data Science with an emphasis on business applications. We also have two other full-time hires in the US, and one over in India. This July will mark my 3rd year at Pattern. In general, the Data Science team focuses on solving business problems through machine learning, analytics, and artificial intelligence.

Being on this team has been awesome, as our team is so small, so we’re able to touch base with many other teams. We work on projects with the logistics team creating forecasting models. This allows us to optimise in-stock rates, telling us when to order from our brands, when we should be sending it to Amazon, Walmart, and eBay, and how long the process will take. We also work with the advertising team, with things like maximising return on ad-spend and making use of particular keywords. We are also assisting the business development and sales team to automate their sales process. Our team will do research on brand size, ratings, reviews, and number of products. We touch on a lot of different projects throughout departments across the whole of Pattern, which are always new and interesting, and never stale.

I think the awesome part about it is the fact that they are meaningful projects, and I don’t ever feel like I’m doing something bureaucratic. We get to see a project from start to implementation to follow through and then observe the impact that it makes, which we then measure while working with those different teams and their expertise. I love the flexibility at Pattern, the insights into different sides of the business and the chance to learn from other teams.

The work you do, is it just in the US or do you work on international projects too?

Our projects usually start with an emphasis on the US, specifically the Amazon marketplace in the US, as this is where our headquarters are based in the states and the majority of our business is with Amazon. From there, we try and adapt our models to work for other countries and marketplaces. Sometimes this requires collecting new data and or collaborating with teams from other Countries. Occasionally the data isn’t available in other marketplaces which requires us to get creative in our problem solving.

Why do you choose to work at Pattern?

I love the people at Pattern, and there are a lot of values that people share that I also share. For example, I think the company has strong family values and understand that there are more important things in life than work and making money. There has been a lot of flexibility with work life balance and important family meetings. Connecting with other people who share these same values is important to me. I also love the growth aspect of Pattern, it feels like we are constantly evolving, reaching new heights, and aspiring to new things. We are always looking for new business opportunities to slice & dice data. People are coming to us, specifically data science team, looking for opportunities to optimise and solve different problems.

Recently, Dave Wright, Pattern’s Co-Founder & CEO, has emphasised that we try not to have a lot of bureaucracy, and I think it's amazing that we are so nimble, we don’t have to jump through a bunch of loops or paperwork to get things done. Anyone, if they have a good enough idea, and they have the drive to do it, can go out and do it and make it happen by connecting with the right people, just starting to collect data, or showing value. Anyone can be a game changer in that regard and there is a lot of cross team collaboration, a lot of freedom to explore ideas and flexibility to learn from mistakes. I think this is important, it helps people feel comfortable and drives growth.

What would you say the most rewarding part of working at Pattern has been in your experience?

Probably the connections with co-workers and the opportunities to learn. I think I would have a hard time feeling valued at a company if I wasn’t making an impact. So, the combination of being able to learn and making an impact at the same time is hugely important to me so I don’t feel like I am stagnated in my career growth. I think at Pattern they let you grow in your career development and make an impact for the business at the same time.

Last question, why would you recommend working at Pattern?

We are a fast-growing company that allows ambitious people to make a difference where they want to. We really do align with our core values. I love the amount of data we have access to, and it is evident from the leadership side of things, that they support spending to collect valuable data that can then be used in business applications. It is a data scientist’s dream and playbox to explore. If I was hiring someone to join my team, I would promote the amount of data we have. The people at Pattern are amazing, humble, and hardworking. There are no big egos, and I think people are more interested in working hard, getting things done, and having a good time doing it rather than getting recognised for it.

We’re growing our team at Pattern!

If you're looking to start a career in ecommerce or even if you're a seasoned professional and want to learn more about our exciting opportunities, check out our open positions here.

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Sept 27, 2022

Global Ecommerce Weekly News: 27th September 2022

Get up to date with this week's ecommerce headlines from around the globe. --- Amazon News --- Amazon drives renewable energy push with 71 new projects Amazon is planning to add 2.7 gigawatts of clean energy capacity through a couple of new projects as the company attempts to use 100% renewable energy by 2025. The ecommerce business will soon have a total of 329 renewable energy projects, generating 50,000 gigawatt hours of clean energy, which is equivalent to powering 4.6 million US homes every year. [Read more on Reuters](https://www.reuters.com/business/sustainable-business/amazon-drives-renewable-energy-push-with-71-new-projects-2022-09-21/) Amazon launches Prime Early Access Sale Amazon is launching a new 2-day shopping event for its Prime members only, beginning on the 11th of October. Across 15 countries, Prime customers will have access to the shopping event, with thousands of deals on offer globall, ranging from fashion to electronics to essentials. The event has the purpose of giving Prime users the chance to spread the cost of items over the winter months, 6 weeks ahead of Black Friday. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/26/prime-early-access-sale/) --- Other Marketplace News --- Shopify unveils new localisation tool Shopify is launching a new localisation tool, called Translate & Adapt, which works with Shopify Markets to offer localisation for sellers who are looking to expand into new markets. The tool translates a user’s online store into different languages, including product pages and information pages. Merchants are also able to create different shipping terms for each market using the new tool, which allows international expansion and offers a more localised consumer experience, unveiling new potential. [Read more on Ecommerce News](https://ecommercenews.eu/shopify-launches-new-localisation-tool/) Etsy is set to invest hundreds of millions into its marketing platform Etsy CEO claims that the company is on route to spend more than $570 million USD on marketing this year. Even during a time of macroeconomic pressure, inflation and rising interest rates, the company is preparing itself and its sellers for the upcoming holiday season and is focused on retaining interest from buyers. [Read more on Yahoo News](https://uk.news.yahoo.com/etsy-600-million-on-marketing-ceo-154054219.html) --- Other Ecommerce News --- Meta looks to cut costs by 10% in the coming months Meta employees are facing job redundancies as the company plans to cut its costs by 10% over the next few months. Meta reported a 22% YoY increase in costs and expenses, totalling over $20 billion USD. The cuts are expected to come in the form of job redundancies as a result of department reorganisations rather than formal layoffs. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/22/meta-to-slash-costs-by-10-over-coming-months/) DHL teams up with Quadient to offer smart locker deliveries in the UK DHL and tech company, Quadient, have partnered to offer smart lockers parcel pick-up throughout the UK. The new contactless, secure locker stations will give recipients more choice and flexibility to receive their parcels at a time and location best suited to them. The partnership plans to install 500 locker stations across the country by the end of 2022. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/21/dhl-partners-with-quadient-to-offer-smart-locker-delivery/) The online fashion market is set to be worth nearly $170 billion USD in 2025 The European online fashion retail market is set to grow 50% by 2025, with an online turnover of $170 billion USD, which is 33% of the retail branch’s total. Cross-border marketplaces prove to be the largest drivers of this growth, with online websites and apps like Vinted largely pushing the market’s online growth. Zalando recently became the largest cross-border fashion retailer/marketplace, responsible for 11.7% of the online market’s share. [Read more on Ecommerce News](https://ecommercenews.eu/online-fashion-market-worth-e175-billion-in-2025/)
Sept 26, 2022

Top 5 Ways to Prepare for Peak with Google Ads

Peak season is almost upon us and with all signs pointing to it starting earlier than ever, with Christmas gifting searches now ramping up in August and September, it’s time to start preparing for peak. In this article, we’re sharing our top five tips for planning and preparing for peak season with Google Ads and the strategies required to get your Paid Search ready so you can drive success over this crucial period.

1. Go Early

In 2021, gifting search terms started increasing in popularity in August. The general trend is that people are looking, researching and weighing their options early, so it’s best to start your Paid activity early to ensure that you’re capturing that early research traffic. This will help drive revenue alongside aiding those consumers who are in their research phase.

From 2020 to 2021, spend during Cyber Week actually only rose 2% but in the weeks leading up to it, it increased by 16%. However, Cyber Week is still the biggest period during the latter half of the year, accounting for 23% of all online spend by consumers over peak. Being prepared and starting early will help you to maximise your time during this period.

2. Get Ready for Privacy Changes

 According to Google, 48% of global consumers have stopped buying or using a service due to privacy concerns. Privacy is front of mind when consumers are shopping online and we know that Google is phasing out 3rd party cookies in 2023. This is going to make it much harder to track users online and it’s something that brands need to think about this now – waiting isn’t an option.

From a Google Ads point of view, you want to ensure you have set up the Google Ads tag across your site and have enabled ‘Enhanced Conversions’, which ensures all conversions are tracked and allows you to monitor other actions such as ‘Add to Cart.’ This is relatively easy to set up, especially if you use ‘Google Tag Manager’.

It’s also vitally important that you build up your first-party data during this time as this is data you own and it can be used when targeting consumers that have provided your brand with their email address. Pattern’s own experience shows that by segmenting and using first-party data, you can see a 10% improvement in revenue and ROI.

3. Ensure Consumers Can Discover your Brand

A full-funnel approach is now more important than ever as consumers become more discerning and have more choices than ever of where to shop.

Pattern has seen success with Google Ads’ ‘Discovery Campaigns’ (image-based ads that appear on Google platforms such as Gmail and the Google app), which have driven success both from a traffic and revenue perspective.

The performance of these campaigns is significantly enhanced by adopting a segmented and nuanced approach to first-party data and incorporating these into your campaigns. Other options for a full-funnel approach include YouTube and testing bidding on keywords that are more representative of the research phase. (e.g. ‘best baby clothes’ for a baby clothes brand)

4. Get Moving with Performance Max

Earlier this year, Google announced that they were moving away from Smart Shopping and launched Performance Max. This is a new campaign type that incorporates features and placements from Smart Shopping but expands them onto other platforms such as Gmail but also alternative creative options, such as images and videos.

Since Google has already started automatically upgrading Smart Shopping campaigns to Performance Max, expect to see some fluctuations in the first 2 weeks following the switch over but results generally seem positive. We recommend upgrading sooner rather than later to limit any potential impact to peak period.

5. Flight Budgets Accordingly

Peak period will be even more competitive than in 2021 and you’ll need your budgets to support this period, we recommend boosting budgets in October to start capturing that early peak traffic. As we enter November and the Cyber Period, start early and make sure you are capturing those consumers looking for early bargains, ensuring you are being nimble in your optimisations and reacting to the data that you are seeing.

Overall, peak period is vital to help drive your sales and by preparing early, you will see strong results and drive success for your brand. If you want to discuss how your brand can navigate this next peak period, contact us to discuss your options with our performance team now.

Sept 20, 2022

Global Ecommerce Weekly News: 20th September 2022

Get up to date with this week's ecommerce headlines from around the globe. --- Amazon News --- Amazon to raise pay and add extra work benefits for delivery drivers Following the rise in fuel prices and protests by Amazon workers, the ecommerce giant is raising its delivery drivers’ pay and adding more work benefits. Amazon has mentioned that it will be investing $450 million into rate increases along with an education program and a Delivery Service Partners program. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/14/amazon-to-raise-delivery-drivers-pay-and-add-more-work-benefits/) Amazon announces it will give away shipping software to merchants at no cost Amazon has recently announced that it will be giving ecommerce merchants free software to manage shopper orders on and off its platform as it extends its reach. The ecommerce giant will be ending monthly costs for sellers using Veeqo, a shipping software it recently acquired and instead offer to them a new, free shipping software. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/16/amazon-to-give-away-shipping-software-to-merchants/) --- Other Marketplace News --- Walmart unveils new virtual fitting rooms In an effort to drive clothing sales, Walmart has launched virtual fitting rooms while competitors reduce spending amid the cost of living crisis. The virtual try-on tool can be used by Walmart customers to virtually measure the clothing items and see how the products would look on them. Shoppers will now be able to see how over 270,000 clothing items on Walmart’s ecommerce site would look on their bodies. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/15/walmart-launches-virtual-fitting-rooms-to-drive-clothing-sales/?utmsource=Retail+Gazette+Subscribers&utmcampaign=2da7f0f8f8-EMAILCAMPAIGN202209150742&utmmedium=email&utmterm=0d23e2768b6-2da7f0f8f8-61040615) THG slashes sales and profit expectations The Hut Group has slashed its forecasts for 2022 as rising interest rates, inflation and energy costs take a toll on consumers. Previously, THG estimated its sales growth to be between 22-25% but after a recent evaluation, has lowered this prediction to between 10-15%. Initial predictions did not take into account the negative effects of ceasing sales in Russia and Ukraine along with the impact that the cost-of-living has had on consumer spending. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/15/thg-slashes-forecast-as-cost-of-living-crisis-hits-consumers-wallets/) --- Other Ecommerce News --- DHL and Post Office team up to provide click and collect services Through a partnership between delivery company, DHL and Post Office, a new click and collect service is to be tested at Post Offices before rolling out to over 1000 branches across the UK. Online shoppers will now have the option of choosing their local Post Office as a collection point, and DHL will fulfil the delivery aspect, opening up networks for both parties. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/14/post-office-partners-with-dhl-express-to-provide-click-and-collect-services/) US consumer watchdog plans to further regulate the BNPL sector The US Consumer Financial Protection Bureau (CFPB) has raised concerns regarding the collection of consumer data and the fast-growing nature of the BNPL sector, which includes companies such as Affirm and Klarna. The CFPB is worried that these companies could be negatively impacting consumers’ financial health and aims to put better regulations in place to ensure consumers are safe and empowered. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/16/us-consumer-watchdog-to-start-regulating-bnpl-sector/) Japanese ecommerce market estimated to grow by 6.9% in 2022 The ecommerce market in Japan, largely dominated by domestic online retailers including Reakuten and Mercari, is set to reach $194.3 billion USD in 2022, after seeing an annual compound growth rate of 5.2% between 2018 and 2021. This makes Japan the fourth leading ecommerce market globally, following China, the US, and the UK. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/13/japan-ecommerce-market-to-grow-by-6-9-in-2022/) Ecommerce brands are spending more on TikTok ads TikTok may soon be surpassing Facebook and Google as the most lucrative advertising channel, with ecommerce brands spending 60% more on TikTok ads in Q2. Facebook is still ahead as the top choice for ecommerce advertisers but only grew by 5.6% from Q1, while Google grew 20.5% in Q2, and Snap declined 10.8% in Q2. [Read more on SearchEngineLand](https://searchengineland.com/ecommerce-brands-spent-60-more-on-tiktok-ads-in-q2-387876)