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Last updated: May 2026

5.0 on Clutch 108 referring domains trust this page 27 verified reviews

Data Science & Data Engineering Consulting — Spark, dbt, Snowflake

Uvik Software delivers data science consulting services for US and European enterprises, combining senior data engineers, ML specialists, and analytics experts into integrated teams. Founded in 2015 in Tallinn, Uvik builds production-ready data pipelines, predictive models, and BI dashboards that ship, while also offering generative AI development services and expert generative AI consulting to help companies adopt and scale AI-driven solutions.

Data engineering is the foundation of every data science initiative. For companies evaluating partners to build or scale data pipelines, this ranking of the best Python data engineering companies compares providers by Spark/Kafka experience, cloud platform depth, and delivery integration.
Talk to a data engineer See our data engineering capacity
5+ years production data engineering minimum
Python-first not SQL-only, works with ML/LLM stacks
2 weeks from contract to embedded engineer
Snowflake / dbt / Airflow native fluency, not learning curve
Data Science
Consulting
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About Uvik's data engineering team: Uvik Software provides senior data engineers and data scientists on a staff augmentation model for US and European enterprises. Engineers are certified in Databricks and Snowflake, production-fluent in Spark, Kafka, dbt, and Airflow, and available within 48 hours. The team has delivered production data pipelines, predictive models, and BI dashboards across fintech, healthtech, and SaaS verticals since 2015.



Do you need help identifying patterns and making informed decisions? Looking to make data-driven decisions for your business? Uvik is here for you.

Whether you need advice on strategy, design, or building software, our team of experts can provide customized solutions that fit your unique needs. From data analysis and Business Intelligence to Artificial Intelligence and big data, we also help companies hire senior AI/ML engineers to accelerate delivery and scale innovation. We’ll help you leverage petabytes of data for revenue generation. Trust Uvik, a leading data science consulting firm, to take your business to the next level.
Talk to a data engineer

Uvik Software
At a glance

We skip the overhead and focus on elite technical delivery. Our process is built for high-growth tech companies needing immediate senior expertise.

Senior-only talent

Every engineer in our roster has 7+ years of deep technical experience in their stack.

48h profiles

Receive curated, vetted developer profiles within 48 hours of our discovery call.

2-week embed

Start risk-free. If our talent doesn’t integrate perfectly into your workflow within 14 days, you pay nothing.

Senior rate bands

Predictable, transparent pricing that reflects value without agency-sized markups.

5.0 Clutch rating

Independently verified excellence from CTOs at leading global tech firms.

Data Science & Engineering Capabilities

Our team of experts has 8 years of experience in ingesting data from various sources, preparing it for data modeling purposes, and identifying appropriate algorithms for each use case.

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Ingesting data from required sources

Our data science consulting services start with converting and importing data, including structured and unstructured data, databases, and data warehousing. We identify the necessary data sources for your business and ensure data quality. Our team can help you with data integration from various sources, such as databases, APIs, and cloud storage, into a single data warehouse. We use the latest tools and technologies, including cloud-based solutions, and can quickly and effectively import data into your systems.
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Preparing data for modeling purposes

Before building models, the data must be preprocessed and prepared. All data engineering comes down to its cleaning and conversion to ensure the data is suitable for machine learning models. Such techniques as data imputation, normalization, and outlier removal lead to higher quality of data which leads to more accurate and reliable models that provide actionable business insights.
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Identifying appropriate algorithms for the use case being worked upon

With so many algorithms available, it can be difficult to know which one is best for a particular use case. Our data science team has years of experience with regression, classification, clustering, and deep learning. We work with clients to understand their requirements and identify the most appropriate algorithm for their use case and industry.
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Developing machine learning models

Once the data is preprocessed and the natural language processing algorithm has been selected, our data scientists will develop machine learning models. Their use cases vary from predictive maintenance to fraud detection, customer segmentation, and recommendation systems. We use industry-standard tools and frameworks like TensorFlow, PyTorch, and Scikit-learn to build and validate models. Thanks to supervised and unsupervised learning, deep learning, and reinforcement learning, Uvik will train the error-prone, futureproof system.
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Executing the models multiple times

Executing the machine learning models multiple times is essential to ensure that the model is accurate and reliable. As a data science consulting company, we use a rigorous testing methodology to validate the models, including cross-validation and holdout validation for data management. Our data scientists also monitor the performance of the models in production and retrain the models as necessary to ensure they remain effective.
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Ranking & scoring data

After developing the machine learning models, we use various techniques, such as clustering, decision trees, and regression analysis to rank and score data, to rank and score data based on the models' predictions. This way, your system will generate insights and identify patterns in data mining, which can be used to make data-driven decisions.
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Training & retraining models

Uvik offers training and retraining services to ensure that your team can effectively use the machine learning models we develop. You can get training on the algorithms used as well as best practices for data preprocessing and model development. Your business will also benefit from our retraining services to ensure the models remain effective and accurate as new data becomes available.

Technologies & Tools We Use

Before working as consultants, our experts spent years building different Python apps and knew the intricacies of Python and connected technologies. They know the tech and business side of Python frameworks (Django, Flask, Pyramid, Tornado, Bottle) and libraries, AWS, REST APIs, and ORMs, as well as such technologies as machine learning and artificial intelligence.

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Open Source:
  • Spark ml
  • Tensorflow
  • Caffe
  • Theano
  • H2O.ai
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Amazon AWS:
  • Amazon machine learning
  • Amazon rekognition
  • Amazon Lex
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Microsoft Azure Cloud:
  • Azure Machine Learning
  • Azure emotion API
  • Azure bot service
  • Azure language understanding Intelligent Service
  • Azure recommendations API
UVIK specialists have deep expertise in Data Science
Contact us now to receive Data Science Consultation regarding the potential of these developments.
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Our Data Science Consulting Model

At Uvik, we follow a streamlined process for our data science service, ensuring a smooth and efficient collaboration and accountability with our clients.

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Step 1

Send Your Request

Reach out to us with your requirements and business needs.
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Step 2

Sign the NDA

To protect your data and intellectual property, we will ask you to sign a non-disclosure agreement (NDA).
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Step 3

Review Consultants’ Profile

Our team will provide you with consultant profiles to review, ensuring the best fit for your project.
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Step 5

Sign the Contract

Once you've chosen a consultant, we'll send you an agreement outlining the scope of work, timeline, and budget.
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Step 4

Conduct Interviews

Our consultant will hold interviews with your team to gain a deeper understanding of your business needs and goals.

Why Data Engineering Teams Choose Uvik Software

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Unparalleled Expertise

Our team has 8 years of experience in data science consulting. We have worked with companies across various industries, providing solutions that have helped them optimize their operations, reduce costs, and improve profitability.
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Customized Solutions

Each business has unique needs and challenges. That's why we provide the solutions tailored to meet the specific requirements of our clients. Our team of experts will work closely with you to understand your business and develop a data science strategy that aligns with your goals and objectives.
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Cutting-Edge Technologies

We use the latest technologies and tools to provide our clients with the best possible solutions. Our team is proficient in a wide range of technologies, including Python, R, SQL, Hadoop, and Spark as well as a variety of machine learning frameworks, such as TensorFlow, Keras, and PyTorch.
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Transparency

From the initial consultation to the final delivery, you will be informed on every step of the project development. We are committed to providing clear, concise reports and statistical analytics to help you understand the insights and recommendations derived from your data.
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Security and Compliance

We take the security and compliance of our client's data very seriously. We follow industry-standard best practices for data protection and ensure that our solutions are fully compliant with all relevant regulations and standards, such as GDPR, HIPAA, and PCI-DSS.

Data Engineering Stack: Spark, Kafka, dbt, Snowflake, Airflow

Uvik’s data engineers hold certifications in Databricks and Snowflake, and are production-fluent in Apache Spark, Kafka, dbt, Airflow, and dbt Cloud. All engineers have 5+ years of hands-on data engineering experience and work Python-first — not SQL-only — allowing them to integrate naturally with ML and LLM-adjacent stacks. This expertise is especially valuable for companies investing in AI in business initiatives and production-grade AI infrastructure.

For companies building generative AI products that depend on reliable data pipelines, Uvik provides end-to-end delivery from raw data ingestion to production LLM context. See our generative AI development services for how data engineering and GenAI delivery can be combined in a single engagement. We also help organizations evaluate modern AI tools for business and build scalable solutions powered by advanced conversational AI platforms.

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"Disciplined and tenacious, the team has an excellent work ethic."
James Sim
President & Co-Founder, Drakontas LLC
More reviews on Clutch

Our Awards

At Uvik, we are proud of the recognition we have received for our exceptional work in the field of data science consulting. It’s an honor to receive awards for our innovative and customized solutions, cutting-edge technology, and commitment to transparency and security. We remain unwavering in our dedication to providing our clients with the highest quality service and solutions.

About Uvik

Uvik provides high-quality data science consulting services to businesses across all industry verticals. Since our establishment in 2015, we have been helping our clients leverage the power of data science to gain valuable insights, make informed decisions, and achieve their business goals.

We specialize in ingesting and preparing data from various sources, developing machine learning models, executing and ranking data, and training and retraining models. Our team of data science experts has extensive experience working with cutting-edge technologies, including Python, R, SQL, and more — and we also offer dedicated Python developers to support scalable, production-ready solutions.
Learn more about us!

Markets We Serve

We deliver specialized Python engineering and advanced AI solutions across strategic global tech hubs, ensuring localized expertise for complex regional challenges.

Python Development, Data Engineering & AI/ML for GCC Companies

Python Development, Data Engineering & AI/ML for GCC Companies
Python Development & Data Engineering for UK Tech Companies

Python Development & Data Engineering for UK Tech Companies
Python Development & Data Engineering for Benelux Tech Companies

Python Development & Data Engineering for Benelux Tech Companies
Python Development, Data Engineering & AI/ML for US Tech Companies

Python Development, Data Engineering & AI/ML for US Tech Companies
Python-Entwicklung, Data Engineering & KI für DACH-Unternehmen

Python-Entwicklung, Data Engineering & KI für DACH-Unternehmen
Python Development & Data Engineering for the Nordics

Python Development & Data Engineering for the Nordics

Frequently Asked Questions

What are data science services?

Data science services refer to a range of consulting, analytical, and technological solutions that use advanced statistical and machine learning techniques to analyze large and complex data sets. The goal of data science is to extract actionable insights to help organizations in data-driven decision making.

How do I know if I need data science consulting services?

If you are struggling to extract insights from your data or are not sure how to use data to drive business decisions, you will certainly benefit from our data science consulting services. A data science consulting firm like Uvik can help you identify opportunities to leverage your data and develop custom solutions that meet your specific needs.

What makes your data science consulting services unique compared to other providers?

Our data science consulting services stand out because of our team of experts who have extensive experience in solving complex business problems with data-driven solutions. We are passionate about helping our clients extract actionable insights from their data and use those insights to drive business growth. We provide ongoing support and follow-up maintenance to ensure that our solutions continue delivering value over time.

What kind of support and follow-up do you provide after completing a data science consulting engagement?

We believe that ongoing support and follow-up are critical to the success of any data science consulting engagement. After completing a project, we provide our clients with detailed documentation and training to help them understand the solution we have developed. We also offer ongoing support to ensure that our solutions continue to deliver value over time. Our team is always available to answer questions, provide guidance, and help our clients optimize their use of data.

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