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Hire the Top 3% of Linear Regression Developers

Hire vetted linear regression developers on demand. Leading companies choose linear regression freelancers from Toptal for their most important development projects.

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Clients rate Toptal linear regression developers 4.9 / 5.0 on average based on 306 reviews.
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Cagdas Ucar

Linear Regression Developer
UTC-08:00
United States
Toptal Member Since July 22, 2019

Cagdas has 20 years of experience in software design, development, and maintenance using a broad range of technologies. He has proven communication skills with clients, management, and technical teams in addition to expertise with web applications, big data, data modeling and analysis, systems architecture, and performance engineering.

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Sara Song

Linear Regression Developer
UTC-08:00
United States
Toptal Member Since July 14, 2026

Sara is a data and product analytics professional with 9+ years of experience turning complex data into actionable business insights. Her expertise includes SQL, Python, A/B testing, funnel analysis, user segmentation, retention, forecasting, dashboards, and statistical modeling. Sara helps teams improve product performance, customer engagement, and revenue through clear analysis, scalable data solutions, and practical recommendations.

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Saikat Banerjee

Linear Regression Developer
UTC-05:00
United States
Toptal Member Since July 29, 2022

Saikat is a quantitative ML researcher with 10+ years of experience developing probabilistic models and optimization algorithms to separate weak signals from noise in high-dimensional data. He specializes in interpretable, uncertainty-aware Bayesian modeling and turns complex results into decision-ready evidence. His edge comes from a rare physics–statistics–genomics career path, always focused on weak signals, massive noise, correlated variables, sparse ground truth, and high overfitting risk.

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Matthew de Marte

Linear Regression Developer
UTC-05:00
United States
Toptal Member Since August 2, 2022

Matthew is a data scientist who has worked primarily in professional baseball, an incredibly fast-paced and demanding industry. He has utilized R and SQL databases with strengths relying on machine learning and predictive modeling to provide better data-driven decisions. Matthew is a fantastic problem solver with a data science skill set that can communicate technical findings to non-technical audiences.

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Nicolas Behar

Linear Regression Developer
UTC-03:00
Brazil
Toptal Member Since February 3, 2026

Nicolas is a senior data scientist with over seven years of experience delivering high-impact machine learning solutions. He specializes in high-stakes areas such as credit risk, trading, and AML. Nicolas combines deep technical expertise in Python and Spark with a proven ability to scale production-ready architectures.

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Brenda Oliveira Ramires

Linear Regression Developer
UTC-03:00
Brazil
Toptal Member Since October 30, 2020

Brenda is a skilled data scientist with a background in computer engineering, specializing in optimizing processes within the retail and consumer goods sectors. With extensive machine learning and data science expertise, she focuses on researching and implementing strategies to optimize retail assortment and pricing. As a remote freelance developer, Brenda excels at crafting and delivering sophisticated data-driven solutions and machine learning models that drive impactful results.

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Nino Mumladze

Linear Regression Developer
UTC+00:00
United Kingdom
Toptal Member Since April 2, 2021

Nino is a software engineer with a proven record of industry experience in back-end development and data engineering with companies like Amazon and Meta. She has both theoretical and practical knowledge in cloud computing and distributed systems backed by a bachelor's degree in computer science. Nino will also complete a master's degree in data engineering and analytics from the Technical University of Munich in 2021.

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Andrea Nalon

Linear Regression Developer
UTC+01:00
Italy
Toptal Member Since March 23, 2016

Andrea is a senior AI engineer with 20+ years' experience bridging legacy data with production GenAI and RAG solutions. Combining a master's degree in engineering with quant finance and LLM expertise, he converts complex data—from PepsiCo insights to hedge fund algorithms—into AI systems. With real-world, problem-solving experience, he provides the strategic oversight required to move organizations from AI experimentation to disciplined, high-ROI implementation.

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Gregory Vial

Linear Regression Developer
UTC+01:00
France
Toptal Member Since January 4, 2022

Gregory is a software engineer with a passion for machine learning. He has managed large projects and virtual international teams throughout his career, serving both as development and operations manager. Gregory moved back to hands-on roles in 2016 after he realized he loves the technical side of projects too much to leave it entirely to others.

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Olgierd Michalak

Linear Regression Developer
UTC+01:00
Poland
Toptal Member Since June 17, 2020

Olgierd specializes in data engineering, AI engineering, and data science, mostly on Google Cloud Platform. Well-versed in business and financial concepts, he can build data products and analytics solutions that will fit well with the business strategy. Faced with complexity, uncertainty, risk, volatility, and ambiguity, he turns to Agile. Recently, Olgierd worked extensively on data engineering jobs in Google Cloud.

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Pavel Logacev

Linear Regression Developer
UTC+01:00
Germany
Toptal Member Since January 27, 2022

Pavel is a data scientist specializing in Bayesian methods. He has a master's degree in computational linguistics and a PhD from Potsdam University in Germany. Pavel has over 10 years of experience in statistical data analysis and data science, having worked in sectors as diverse as pricing, psychology, finance, education, health, eCommerce, SEO, and betting markets.

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Toptal in the press

... allows corporations to quickly assemble teams that have the right skills for specific projects.

Despite accelerating demand for coders, Toptal prides itself on almost Ivy League-level vetting.

Our clients
Creating an app for the game
Conor Kenney
Creating an app for the game
Leading a digital transformation
Elmar Platzer
Leading a digital transformation
Building a cross-platform app to be used worldwide
Building a cross-platform app to be used worldwide
Drilling into real-time data creates an industry game changer
Drilling into real-time data creates an industry game changer
Testimonials

How to Hire Linear Regression Developers Through Toptal

1

Talk to One of Our Client Advisors

A Toptal client advisor will work with you to understand your goals, technical needs, and team dynamics.
2

Work With Hand-selected Talent

Within days, we’ll introduce you to the right linear regression developer for your project. Average time to match is under 24 hours.
3

The Right Fit, Guaranteed

Work with your new linear regression developer for a trial period (pay only if satisfied), ensuring they’re the right fit before starting the engagement.

EXCEPTIONAL TALENT

How We Source the Top 3% of Linear Regression Developers

Our name “Toptal” comes from Top Talent—meaning we constantly strive to find and work with the best from around the world. Our rigorous screening process identifies experts in their domains who have passion and drive.

Of the thousands of applications Toptal sees each month, typically fewer than 3% are accepted.

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FAQs

  • Typically, you can hire linear regression developers with Toptal in about 48 hours. For larger teams of talent or full end-to-end project delivery, timelines may vary. Our talent matchers are highly skilled in the same fields they’re matching in—they’re not recruiters or HR reps. They’ll work with you to understand your goals, technical needs, and team dynamics, and match you with ideal candidates from our vetted global talent network.

    Once you select your linear regression developer, you’ll have a no-risk trial period to ensure they’re the perfect fit. Our matching process has a 98% trial-to-hire rate, so you can rest assured that you’re getting the best fit every time.

  • To hire the right linear regression developer, it’s important to evaluate a candidate’s experience, technical skills, and communication skills. You’ll also want to consider the fit with your particular industry, company, and project. Toptal’s rigorous screening process ensures that every member of our network has excellent experience and skills, and our team will match you with the perfect linear regression developers for your project.

  • At Toptal, we thoroughly screen our linear regression developers to ensure we only match you with the highest caliber of talent. Of the more than 200,000 people who apply to join the Toptal network each year, fewer than 3% make the cut.

    In addition to screening for industry-leading expertise, we also assess candidates’ language and interpersonal skills to ensure that you have a smooth working relationship.

    When you hire linear regression developers with Toptal, you’ll always work with world-class, custom-matched linear regression developers ready to help you achieve your goals.

  • You can hire linear regression developers on an hourly, part-time, or full-time basis. Toptal can also manage the project end-to-end based on your specific requirements as part of our Consulting and Services offerings. Whether you hire a linear regression developer for a full- or part-time position, you’ll have the control and flexibility to scale your team up or down as your needs evolve. Our linear regression developers can fully integrate into your existing team for a seamless working experience.

  • We make sure that each engagement between you and your linear regression developer begins with a trial period of up to two weeks. This means that you have time to confirm the engagement will be successful. If you’re completely satisfied with the results, we’ll bill you for the time and continue the engagement for as long as you’d like. If you’re not completely satisfied, you won’t be billed. From there, we can either part ways, or we can provide you with another linear regression developer who may be a better fit and with whom we will begin a second, no-risk trial.

Toptal Lets You Hire Fast,
With Unparalleled Success

  • Trusted Talent Only

    Trusted Talent Only

    Our talent network is composed of thoroughly vetted professionals who ramp up quickly, function as essential team members, and deliver results.

  • Precise Matching

    Precise Matching

    Our experienced talent matchers specialize in identifying talent that fits your needs. They work to understand your exact requirements and hand-select the best professionals for your project.

  • Seamless Hiring

    Seamless Hiring

    We handle all aspects of billing, payments, and NDAs, streamlining the hiring process so you can focus on innovation, not overhead.

  • No-risk Trial Period

    No-risk Trial Period

    We want to be sure your engagement is a total success, so we offer a no-risk trial period. Work with your new hire for up to two weeks and pay only if you’re satisfied.

  • Effortless Scaling

    Effortless Scaling

    We help you scale your team up or down as needed, with quick and efficient hiring in under 48 hours.

  • Flexible Engagements

    Flexible Engagements

    Our flexible engagement models allow you to choose the engagement type that suits your needs and adjust it anytime: hourly, part time, or full time.

Top Linear Regression Developers Are in High Demand.

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