7 OKR examples for Data Engineering

What are Data Engineering OKRs?

The Objective and Key Results (OKR) framework is a simple goal-setting methodology that was introduced at Intel by Andy Grove in the 70s. It became popular after John Doerr introduced it to Google in the 90s, and it's now used by teams of all sizes to set and track ambitious goals at scale.

Formulating strong OKRs can be a complex endeavor, particularly for first-timers. Prioritizing outcomes over projects is crucial when developing your plans.

To aid you in setting your goals, we have compiled a collection of OKR examples customized for Data Engineering. Take a look at the templates below for inspiration and guidance.

If you want to learn more about the framework, you can read our OKR guide online.

The best tools for writing perfect Data Engineering OKRs

Here are 2 tools that can help you draft your OKRs in no time.

Tability AI: to generate OKRs based on a prompt

Tability AI allows you to describe your goals in a prompt, and generate a fully editable OKR template in seconds.

• 1. Create a Tability account
• 2. Click on the Generate goals using AI
• 3. Describe your goals in a prompt
• 4. Get your fully editable OKR template
• 5. Publish to start tracking progress and get automated OKR dashboards

Watch the video below to see it in action 👇

Tability Feedback: to improve existing OKRs

You can use Tability's AI feedback to improve your OKRs if you already have existing goals.

• 1. Create your Tability account
• 2. Add your existing OKRs (you can import them from a spreadsheet)
• 3. Click on Generate analysis
• 4. Review the suggestions and decide to accept or dismiss them
• 5. Publish to start tracking progress and get automated OKR dashboards

Tability will scan your OKRs and offer different suggestions to improve them. This can range from a small rewrite of a statement to make it clearer to a complete rewrite of the entire OKR.

Data Engineering OKRs examples

You'll find below a list of Objectives and Key Results templates for Data Engineering. We also included strategic projects for each template to make it easier to understand the difference between key results and projects.

Hope you'll find this helpful!

OKRs to improve interoperability between data engineering teams

OKRs to enhance data engineering capabilities to drive software innovation

OKRs to improve the quality of the data

OKRs to reduce the cost of integrating data sources

OKRs to build a robust data pipeline utilizing existing tools

OKRs to deploy robust reporting platform

OKRs to enhance the performance of Databricks pipelines

Data Engineering OKR best practices

Generally speaking, your objectives should be ambitious yet achievable, and your key results should be measurable and time-bound (using the SMART framework can be helpful). It is also recommended to list strategic initiatives under your key results, as it'll help you avoid the common mistake of listing projects in your KRs.

Here are a couple of best practices extracted from our OKR implementation guide 👇

Tip #1: Limit the number of key results

Focus can only be achieve by limiting the number of competing priorities. It is crucial that you take the time to identify where you need to move the needle, and avoid adding business-as-usual activities to your OKRs.

We recommend having 3-4 objectives, and 3-4 key results per objective. A platform like Tability can run audits on your data to help you identify the plans that have too many goals.

Tip #2: Commit to weekly OKR check-ins

Having good goals is only half the effort. You'll get significant more value from your OKRs if you commit to a weekly check-in process.

Being able to see trends for your key results will also keep yourself honest.

Tip #3: No more than 2 yellow statuses in a row

Yes, this is another tip for goal-tracking instead of goal-setting (but you'll get plenty of OKR examples above). But, once you have your goals defined, it will be your ability to keep the right sense of urgency that will make the difference.

As a rule of thumb, it's best to avoid having more than 2 yellow/at risk statuses in a row.

Make a call on the 3rd update. You should be either back on track, or off track. This sounds harsh but it's the best way to signal risks early enough to fix things.

Save hours with automated OKR dashboards

The rules of OKRs are simple. Quarterly OKRs should be tracked weekly, and yearly OKRs should be tracked monthly. Reviewing progress periodically has several advantages:

• It brings the goals back to the top of the mind
• It will highlight poorly set OKRs
• It will surface execution risks
• It improves transparency and accountability

Most teams should start with a spreadsheet if they're using OKRs for the first time. Then, you can move to Tability to save time with automated OKR dashboards, data connectors, and actionable insights.

How to get Tability dashboards:

• 1. Create a Tability account
• 2. Use the importers to add your OKRs (works with any spreadsheet or doc)
• 3. Publish your OKR plan

That's it! Tability will instantly get access to 10+ dashboards to monitor progress, visualise trends, and identify risks early.

More Data Engineering OKR templates

We have more templates to help you draft your team goals and OKRs.

• OKRs to enhance the quality and effectiveness of postgraduate instruction
  postgraduate-instructionquality-improvementteacher-trainercurriculum-developercurriculum-development-teamteacher-training-team
• OKRs to boost trial and subscription activations for TTC audience
  activation-ratecustomer-serviceuser-experience-designerstrategic-marketermarketing-teamcustomer-service-team
• OKRs to produce three engaging surgeon video testimonials
  surgeon-testimonialsvideo-productionvideo-producermarketing-strategistvideo-production-teammarketing-team
• OKRs to enhance staff communication efficiency with external partners
  communication-efficiencystaff-trainingcommunication-staffcommunication-consultantcommunication-teamtraining-team
• OKRs to enhance efficiency in production and testing processes
  production-efficiencyquality-controlproduction-managerquality-assurance-managerproduction-teamquality-assurance-team
• OKRs to complete holistic roadmap for human capital management 2024
  human-capital-managementstrategic-planninghuman-resources-managerstrategic-plannerhuman-resources-teamstrategic-planning-team