About the job

SummaryBy Outscal

Data Engineer needed to transform raw data into analyzable insights. 3+ years SQL, Python, API experience required. ETL design, cloud tech knowledge a plus. Join our marketing science team and shape data-driven decisions.

The Data Engineer facilitates the flow of oftentimes massive quantities of raw files from various disparate locations into well-harmonized tables. Much is made of the potential to use data to solve the world’s problems – the data engineer knows that this “data” is useless unless it can be organized into analyzable bits…and that its most likely a mess. No problem: data engineers are at the vanguard of the Marketing Science team, taking raw and largely unusable information and refining it into the stuff of predictive models. At the vanguard of our marketing science organization, the data engineer solves problems “on the ground,” many times with little documentation and vague direction from business stakeholders; they pave the way for fruitful analysis by turning chaos into functional process.


You will: 

  • Automate manual processes through SQL, python, etc…
  • Analyze documentation and propose data extraction solutions
  • Write code that uses APIs to download and upload data
  • Continuously improve the efficiency of existing automation to make it faster, cheaper and smarter
  • Provide the “voice of reason” that keeps the rest of the team grounded in what is possible and by when
  • Understand the nuances of the analysis required
  • Explain the complexities involved with data extraction to analysts
  • Work closely with the rest of the MKS and account teams to understand the business context of the account
  • Stay up to date on latest industry news and analysis techniques
  • Assist in tagging and data infrastructure design. 

You have: 

  • English proficiency B2+/C1
  • Most coursework towards a bachelor's degree. 
  • 3 years experience using SQL, python, or working with APIs
  • 3 years experience designing ETL solutions
  • Knowledge in any of cloud computing technologies, Salesforce, Databricks, Azure, Snowflake and or AWS
  • Demonstrated ability to learn quickly from a wide range of different subjects. 
  • Mastery of office productivity tools such as Excel, Word, MS Project, Visio, and PowerPoint.

What We Offer:

  • Competitive benefits packages
  • Vacation, compassionate leave, sick days, and flex days
  • Access to online services for families and new parents
  • End of year closure days (not deducted form vacation balance)
  • Diversity and Inclusion Board with 12 affinity groups
  • Internal learning and development programs
  • And more…

At Critical Mass, we value our employees and offer competitive compensation and benefits packages.  If you’re looking for a challenging and rewarding opportunity to make a significant impact on the lives of our employees, we encourage you to apply for this exciting position today!

The Talent Team at Critical Mass is focused on ensuring we provide the best training, onboarding, and employee experience possible! Our new hires & employees are the future of our organization, and we want to set you up for long-term success. In an effort to do so, we expect our team to work from an office a minimum of 3 days a week.

About The Company

Critical Mass is a team of 1,800 inspired folks based in 12 offices around the world, providing full-service digital capabilities for the greatest brands on Earth. Our secret sauce is our uncompromising design standards, our relentless focus on customers, and an ability to put powerful new technologies to work for our clients.


We work with the best—Apple, Nike, Mars Wrigley, Nissan, Diageo, Airbnb, BMW, BNY Mellon, Johnson & Johnson, and many more—brands who strive for connected digital ecosystems and unparalleled experiences. We help them get there by gaining deep insight into their consumers and orchestrating data, AI, design, media, and tech stacks around human stories.


We’re a global agency founded in Canada, but digital is our home. If you know us, then you know we’re a special, quirky place that attracts big talent and tiny egos. (We actually give out a “so f-n nice” award—lots of them). But just because we’re friendly doesn’t mean we’re not a force to be reckoned with. We’re driven. Relentless. And we live our values. We’re Critical Mass, but our friends call us CM. Please call us CM!

California, United States (Hybrid)

San José Province, Costa Rica (Hybrid)

San José Province, Costa Rica (Hybrid)

California, United States (Hybrid)

Illinois, United States (On-Site)

California, United States (Hybrid)

San José Province, Costa Rica (Hybrid)

Bogota, Colombia (Hybrid)

Bogota, Colombia (Hybrid)

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