Data Scientist - Migration Intelligence

Praxy; New York (NY); Hybrid; USD 132,000 - 178,000; Full time

Job summary

Datafold, Inc. in Brooklyn, NY, seeks a Data Scientist for Migration Intelligence. The role focuses on evaluating tools for data migration, building models to assess risk and data quality, and coordinating end-to-end migration projects with customers and partners.

Remote work within the continental U.S. is possible. The ideal candidate has a Master's in a quantitative field and at least 2 years of data science or analytical experience involving AI/ML performance assessments.

Qualifications

• Master's degree in Data Science, Applied Mathematics, or a closely related quantitative field.
• At least 2 years of experience in Data Science, Technology Evaluation, or Applied Analytical roles with AI/ML performance assessment.

Responsibilities

• Evaluate third-party tools, platforms, and emerging technologies for data migration and AI-assisted workflows.
• Develop quantitative models to assess migration risk and data quality across source/target environments.
• Coordinate end-to-end delivery of data migration projects with cross-functional teams and partners.
• Design and maintain internal data pipelines and supporting infrastructure for analytics and reporting.
• Develop repeatable analytical playbooks and migration frameworks based on project delivery experience.
• Implement data quality monitoring, regression validation, and lineage analysis using Python and SQL.
• Evaluate cloud and multi-cloud environments for cost, reliability, and integration risk.
• Create data models, dashboards, and internal reporting unifying multiple sources for insights.
• Support partnerships by assessing integration opportunities and coordinating implementations.
• Act as internal SME for data pipeline evaluation and migration methodologies.

Skills

Python

SQL

Data analysis

Project coordination

Education

Master's degree in Data Science, Applied Mathematics, or a related field

Tools

Python

SQL

Job description

Data Scientist - Migration IntelligenceDatafold, Inc. - Brooklyn, NYMay telecommute from the continental U.S.

WHAT YOU’LL DO

• - Evaluate third-party tools, platforms, and emerging technologies relevant to data migration, data infrastructure, and AI-assisted workflows, including technical benchmarking and integration feasibility analysis, and build-versus-buy assessment.
• - Develop and apply quantitative models and analytical frameworks to assess migration risk, predict data quality issues, and validate data consistency across source and target database environments throughout migration project delivery.
• - Coordinate end-to-end delivery of customer data migration projects, including scoping, sequencing, milestone planning, risk identification, dependency management, and cross-functional execution across internal teams, customers, and external partners.
• - Design, build, and maintain internal data pipelines and supporting infrastructure that integrate diverse structured and unstructured data sources for analytics and reporting and operational use cases.
• - Develop repeatable analytical playbooks, migration frameworks, and data-driven operational accelerators based on hands-on project delivery experience.
• - Implement data quality monitoring, automated regression validation, and lineage analysis workflows using Python and SQL to support platform development and customer migration engagements.
• - Evaluate cloud and multi-cloud data environments for cost efficiency, reliability, and integration risk, producing analytical recommendations that inform architectural and sourcing decisions.
• - Implement data models, dashboards, and internal reporting structures that unify multiple sources of information into actionable insights for product, sales, and operational teams.
• - Support technology partnerships and external cooperation efforts by assessing integration opportunities and coordinating the technically sound implementation of partner solutions.
• - Act as an internal subject matter resource for data pipeline evaluation and migration methodologies, validating analytical workflows on internal data and translating operational findings into structured product feedback.

REQUIREMENTS

• - Master's Degree in Data Science, Applied Mathematics, or a closely related quantitative field.
• - At least 2 years of previous experience in Data Science, Technology Evaluation, or Applied Analytical roles. Experience must include performance assessment of AI/ML technologies.

SALARY

$155,000.00/Year

Datafold is an equal opportunity employer and does not discriminate against any employee or applicant for employment based on race, color, religion, sex, national origin, age, disability, genetic information, sexual orientation, gender identity, marital status, military status, or any other protected characteristic. We are committed to providing equal employment opportunities to all individuals. We strive to create an inclusive and diverse work environment where all employees are valued and unique perspectives are respected and celebrated.