Data Science Services

Data Science Services – Unlock Insights to Enhance Decision-making

Transform raw data into a strategic asset with Toptal’s Data Science Services. We assess your data landscape and apply predictive analytics, machine learning, and advanced data modeling to deliver insights that improve outcomes and power sustained business growth.
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Clients Served
35,000+
Total Vetted Professionals
30,000+
Toptal Total Projects Delivered
85,000+
Years in Business
15+

TRUSTED BY LEADING BRANDS

OUR SERVICES

Toptal Data Science Services

Tackle your most pressing business challenges with data science solutions tailored to your goals. From strategy through deployment, our data scientists apply advanced modeling to deliver measurable impact.

Data Strategy

Establish a clear roadmap to align your data initiatives with business objectives and maximize ROI.

Machine Learning Model Development

Build scalable, intelligent models that drive automation, efficiency, and smarter decision-making.

Predictive Analytics

Leverage historical data to forecast trends, mitigate risks, and support proactive business planning.

Deep Learning Solutions

Apply cutting-edge neural networks to uncover patterns in unstructured data, including images and text.

Natural Language Processing

Extract value from language data with NLP techniques for sentiment analysis, classification, and more.

Data Pipeline Engineering

Design robust data pipelines to ensure clean, timely, and structured data flows across systems.

Customer Segmentation

Group customers based on behavior and preferences to optimize marketing, retention, and satisfaction.

Fraud Detection Systems

Develop anomaly-detection models that identify fraudulent activity and reduce risk.

Model Evaluation and Monitoring

Continuously test, refine, and monitor models in production to ensure reliability and performance.

Business Intelligence Integration

Translate model outputs into visual dashboards to support smarter business decisions.

Statistical Analysis

Use rigorous statistical methods to validate hypotheses and uncover key business insights.

Data Visualization and Reporting

Create compelling, interactive visuals that communicate data stories with clarity and impact.

Looking for guidance about the perfect data science service for your needs?

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PARTNERSHIP THAT WORKS

How We Deliver Data Science Services

Our data scientists, with experience at leading companies, develop and deploy tailored solutions to meet your business needs and unique industry demands for sustainable results and long-term success.

1

Discover

A leader from our team works with you to understand your business challenges, pain points, and strategic goals to uncover new opportunities and identify the options to reach your objectives.
2

Define

Toptal leaders collaborate with your team to define your specific goals and service needs, evaluating multiple approaches and aligning requirements with your strategic objectives to define the best solution.
3

Develop

We will create your unique project timeline, process, and first drafts; whether you’re looking to uncover hidden patterns in your data or build predictive models that drive smarter decisions.
4

Deploy

Toptal will get to work, tracking quality assurance, handling project management, and maintaining the delivery schedule.
Robert Orshaw
Robert Orshaw
CEO, Technology Services

As Toptal’s CEO of Technology Services, Robert leads strategy and operations across our technical services portfolio, spanning AI, automation, and operations. He previously served as Deloitte’s Managing Director & Chief Commercial Officer, transforming its Cloud Operate and Engineering business into a multibillion-dollar operation. He held senior roles at IBM, Velocity, co-founded Corio, and was CIO for two Fortune 100 manufacturers.As Toptal’s CEO of Technology Services, Robert leads strategy and operations across our technical services portfolio, spanning AI, automation, and operations. He previously served as Deloitte’s Managing Director & Chief Commercial Officer, transforming its Cloud Operate and Engineering business into a multibillion-dollar operation. He held senior roles at IBM, Velocity, co-founded Corio, and was CIO for two Fortune 100 manufacturers.

Previously At

Deloitte
CUSTOMIZED SOLUTIONS

Data Science Solutions That Deliver Value

Toptal delivers leading data science services through its diverse talent network and flexible delivery models. We implement the right skills at each project phase, blending expertise from various roles for seamless execution.
End-to-End Delivery by Toptal
Comprehensive project delivery, tailored to your specific requirements.
CEO, Technology Services's avatar
CEO, Technology Services
Delivery Manager's avatar
Delivery Manager
Data Scientist's avatar
Data Scientist
AI Developer's avatar
AI Developer
Data Visualization Developer's avatar
Data Visualization Developer
Data Engineer's avatar
Data Engineer
Data Analyst's avatar
Data Analyst
Machine Learning Engineer's avatar
Machine Learning Engineer
Robert Orshaw
Robert Orshaw
Toptal Logo

CEO, Technology Services

As Toptal’s CEO of Technology Services, Robert leads strategy and operations across our technical services portfolio, spanning AI, automation, and operations. He previously served as Deloitte’s Managing Director & Chief Commercial Officer, transforming its Cloud Operate and Engineering business into a multibillion-dollar operation. He held senior roles at IBM, Velocity, co-founded Corio, and was CIO for two Fortune 100 manufacturers.

Previously at

Deloitte

Technology Experience

35+ Years

Rachael Karaffa
Rachael Karaffa
Toptal Logo

Delivery Manager

Rachael serves as a Delivery Manager at Toptal with a focus on leading diverse global teams in developing innovative solutions for our clients. She works across multiple disciplines, including technology, marketing, and management consulting. Rachael specializes in managing people and client relationships, process optimization, and driving teams toward optimal business outcomes.

Previously Managed Client

Experience

9+ Years

Mohab Ayman
Mohab Ayman
Verified Expert in Engineering
Experience Icon

9+ Years

of Experience

Data Scientist

Mohab is a data scientist and machine learning developer who specializes in natural language processing (NLP) and computer vision. He has more than nine years of professional experience, and recent projects have focused on machine learning in the areas of natural language understanding (NLU), cheminformatics, and self-driving cars. Mohab stays current with cutting-edge advancements in deep learning.

Previously at

Microsoft
David Dai
David Dai
Verified Expert in Engineering
Experience Icon

13+ Years

of Experience

AI Developer

David has extensive experience in building machine learning and deep learning (DL) solutions at top companies, including Apple, Google, and Facebook, unicorn startups, and academia, as he has a PhD from Carnegie Mellon U. He holds multiple patents in DL-based medical imaging tech and large-scale AI systems. David has grown an AI team to 60+ as the director and tech lead.

Previously at

Emilio Carnicero
Emilio Carnicero
Verified Expert in Engineering
Experience Icon

18+ Years

of Experience

Data Visualization Developer

Emilio is a computer science engineer and MBA graduate with 18+ years of experience helping businesses define and analyze their KPIs across marketing, sales, operations, and finance. He is skilled in SQL and has been working with Tableau since 2011, developing all data integration required to feed Tableau from any data source. As a Tableau consultant and trainer, Emilio can quickly interpret the business needs and build insightful dashboards.

Previously at

Shanthi Viswanathan
Shanthi Viswanathan
Verified Expert in Engineering
Experience Icon

27+ Years

of Experience

Data Engineer

Shanthi has more than 27 years of experience developing applications using various technologies. As an architect, she has executed several web-based applications, integrations, data migrations, data conversions, and data warehousing projects with significant hands-on as well as leadership responsibilities. She keeps up-to-date with the latest technologies and can effectively match the business needs with those technologies.

Previously at

Stephane Ruault
Stephane Ruault
Verified Expert in Engineering
Experience Icon

25+ Years

of Experience

Data Analyst

Stephane possesses an impressive 25+ years of international experience in data analytics and business process optimization. Throughout his career, he has excelled in various areas, including database design, business intelligence (BI), machine learning algorithms, big data, and predictive analytics. Stephane's expertise lies in developing solutions that automate processes, allowing clients to allocate their efforts toward value-added activities.

Previously at

Yi Sheng Chan
Yi Sheng Chan
Verified Expert in Engineering
Experience Icon

11+ Years

of Experience

Machine Learning Engineer

Yi is currently working at Apple as a software engineer, building a platform and framework for training machine learning models on hundreds of millions of Apple devices in a privacy-preserving way. He has designed and built scalable ML systems and data infrastructure in cloud environments since 2014, and his expertise spans DevOps, ML, data engineering, both batch and streaming, and back-end web services. Yi's strongest skill is Python, Java, Spark, and SQL, coupled with good ML knowledge.

Previously at

Looking for guidance about the perfect data science service for your needs?

UNRIVALED EXPERTISE

Our Talent Has Worked With Top Companies

Having previously worked with these leading global companies, our talent brings valuable insights and expertise to deliver world-class outcomes.

Google
OpenAI
Meta
Microsoft
Apple
GoogleOpenAIMetaMicrosoftAppleIBMTeslaOracleAccentureAmazon Web ServicesAirbnbintelDuolingoBooking.comSAPHBOAdobeCiscoNvidiaSAS

Toptal Ranked #1 Most Reliable Professional Services Company in America

Newsweek and Statista’s rankings were based on an independent survey of more than 2,400 decision-makers at Fortune 500s.

Newsweek's Most Reliable Companies in America 2026 ranking. Toptal is ranked #11, the highest-ranked professional services firm.
1Microsoft
2IBM
3Amazon
11Toptal
12Adobe
33Accenture
39Deloitte
66Cognizant
80McKinsey & Company
101KPMG

Highest ranked across all industries

Other Professional Services

Methodology for the Rankings

How likely the respondent is to recommend the selected company to others.

Measures the convenience of interaction with the company and efficiency of processes.

Measures the company’s cost-effectiveness and quality relative to price.

Measures whether the company consistently meets or exceeds expectations in quality and timeliness of deliverables.

Measures the company’s ability to consistently fulfill commitments and maintain customer trust.

OUR THOUGHT LEADERSHIP

Explore Insights From the Data Science Field

Read the latest articles and resources to keep you current on emerging trends in machine learning, predictive analytics, data science consulting, and more.

Graph Data Science With Python/NetworkX

Data inundates us like never before—how can we hope to analyze it? Graphs (networks, not bar graphs) provide an elegant approach. Find out how to start with the Python NetworkX library to describe, visualize, and analyze “graph theory” datasets.

Read More
Federico Albanese

Federico Albanese

Federico is a developer and data scientist who has worked at Facebook, where he made machine learning model predictions. He is a Python expert and a university lecturer. His PhD research pertains to graph machine learning.

Previously at

Meta

Looking for guidance about the perfect data science service for your needs?

Get a Free Consultation Now