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Data and analytics engineering consultant
Simo Tumelius

About me

I work with clients in Europe and North America to help them build up their analytics capabilities. I serve as an extension of their teams and help them get the most out of their existing in-house resources by providing training in all layers of the data stack and supporting the team in their data work

NZXT Inc.
Dagmar
Forenom
QuickBI
Synoste | Globus Medical

Services

Data engineering

Data engineers are the backend engineers of the data world. We take care of the data infrastructure and make sure that the data is flowing so that data analysts and scientists can focus on what they do best.

I'm a data engineering consultant with 5+ years' experience, helping businesses boost their analytics capabilities through effective data infrastructure, pipelines, cloud architecture, and coaching. Certified in AWS, GCP, dbt, and Snowflake; skilled in Python, SQL, Terraform, Docker, and serverless technologies.

Analytics engineering


Analytics engineering is an emerging discipline in the data world. Analytics engineers bridge the gap between data engineers and data analysts; data engineers are responsible for moving data from various systems to the data warehouse and analytics engineers take it from there. They provide clean data to the end users using automated processes and best practices adopted from the software engineering world.

As a seasoned analytics engineering consultant, I am committed to helping organizations regain confidence in their data. I work collaboratively with your team, designing and implementing resilient data warehouses, improving data quality, and providing expert training. Holding certifications from dbt and Snowflake, I effectively tailor modern data technologies to meet your unique analytics needs, ensuring your analytics adhere with industry best practices.

Training

We all have our strengths – and that’s a good thing! But sometimes you need specific skills and experience to take things to the next level. Let me help your team get there.

My "Fast track to analytics engineering with dbt and Snowflake" 3-day course is designed to help your team become proficient dbt users so that they can effectively contribute to dbt projects and answer complex questions using data. The course has a singular prerequisite - familiarity with SQL. I've got you covered on everything else, ensuring an effective learning experience.

Interviewing

With the right team you are equipped to take on complex challenges and drive innovation. But it's difficult to find the right talent, especially in the data and analytics engineering space.

I have helped organizations build strong and skilled technical teams by supporting them in their recruitment process. I conduct technical screening and assessment interviews to evaluate candidates' skills and expertise. I have experience with a wide range of technologies and programming languages, and I use this knowledge to ask targeted questions that assess candidates' proficiency and problem-solving abilities.

See what my clients are saying about me0

Fabian Jaehn, Forenom
FABIAN JAEHN
Chief Data Officer
Forenom
Varun Rishi, NZXT
VARUN RISHI
Senior Director of Analytics, Insights & MIS
NZXT Inc.
Ilkka Keskiväli, Dagmar
ILKKA KESKIVÄLI
Director, Advanced Analytics
Dagmar

We used to have most of our analytics in Excels which eventually became a bottleneck for our product development. Simo helped us automate these processes by designing and implementing a data infrastructure tailor-made for our needs. Furthermore, he trained our product development team with no previous data processing experience so that they could understand and independently make use of our new analytics capabilities. Now we can handle large amounts of data in an automated manner which has accelerated our product development efforts and improved our decision making. We are really happy with the services of Simo and will definitely continue our collaboration!

Harri Hallila, Synoste | Globus Medical
HARRI HALLILA
Managing Director
International Advanced Technologies at Globus Medical

Contact me

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