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Constructor

Data Analyst: Retail Media

Remote
$80k – $120k/yr
Posted 2 months ago
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About Us

Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we’ve built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We’re passionate about maintaining this and work on the bleeding edge of AI to do so.

Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco.

We’re a passionate team who love solving problems and want to make our customers’ and coworkers’ lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things.

Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today.

About the Team

The Retail Media team is building a platform for connecting ecommerce retailers and brands. In a nutshell, retail media is the product that allows a brand to buy a placement within our customer’s search, browse, recommendations, collections, or quizzes results. A comprehensive retail media platform integrates seamlessly with online retailers, offering advanced targeting, bidding, and analytics capabilities. This platform aims to enhance ad visibility, optimize ad placement, and provide robust performance analytics. We're a passionate team of cross-functional engineers who love challenges and want to make people’s lives better. We value openness, curiosity, continuous improvement, and great code. We believe that empowering everyone in a company to do what they think is best can lead to great things.

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

Start with a chat, not a search bar

Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.

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Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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It searches the market for you

Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.

Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.

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Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.

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Strong

Only hits

No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.

The Retail Media team is looking for a Senior Data Analyst who will help us make data-driven product decisions, optimize customer and advertiser metrics, and scale the product. We are a cross-functional team working across Backend, Frontend, and Data Engineering.

Requirements

  • Research product hypotheses to optimize main platform metrics for retailers and advertisers: ROAS, Ad spent, Churn Rate, etc.
  • Work with PMs and Engineers to scope the most important insights we expect to extract from our data and improvements that we’d like to bring to the platform.
  • Collaborate with technical and non-technical business partners to develop / update functionalities.
  • Communicate with stakeholders within and outside the team.
  • Own the results and business metrics for advertisers and retailers.
  • Participate in late-stage sales process and building demos for prospect customers.
  • You are proficient in BI tools (data analysis, building dashboards for engineers and non-technical folks).
  • You are an excellent communicator with the ability to translate business needs into a technical language and vice versa.
  • You are excited to leverage massive amounts of data to drive product innovation & deliver business value.
  • You are proficient at SQL (any variant), well-versed in exploratory data analysis with Python (pandas & numpy, data visualization libraries). Big plus is practical familiarity with the big data stack (Spark, Presto/Athena, Hive).
  • You are adept at fast prototyping and providing analytical support for initiatives in the e-commerce space by identifying & focusing on relevant features & metrics.
  • You are willing to develop and maintain effective communication tools to report business performance and inform decision-making at a cross-functional level.
  • Big plus is AdTech industry experience.
  • You’re able to defend your point of view in a reasoned and clear manner and listen to other people's opinions.

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Stack: Spark SQL, Python (notebooks), Databricks, Redash/Metabase, PySpark.

Benefits

  • 🏝️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year
  • 🌎 Fully remote team - choose where you live
  • 🛋️ Work from home stipend! We want you to have the resources you need to set up your home office
  • 💻 Apple laptops provided for new employees
  • 🧑‍🎓 Training and development budget for every employee, refreshed each year
  • 👪 Maternity & Paternity leave for qualified employees
  • 🧠 Work with smart people who will help you grow and make a meaningful impact
  • 💵 Base salary: $80k–$120k USD, depending on knowledge, skills, experience, and interview results
  • 📈 Stock options - offered in addition to the base salary
  • 🎉 Regular team offsites to connect and collaborate

Diversity, Equity, and Inclusion at Constructor

At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.

Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don’t meet all of our listed qualifications.

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Skills

Data analysis
SQL
Python
Pandas
Numpy
Data visualization
BI tools
Spark
Presto
Athena
Hive
Databricks
Redash
Metabase
PySpark
AdTech

Location

United Kingdom

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