Python (NumPy, Pandas, SciPy, statsmodels, scikit-learn) * and/or R (tidyverse, data.table, caret, survival, forecast) * Strong understanding of statistical methods parity between SAS and open-source ...
Python (NumPy, Pandas, SciPy, statsmodels, scikit-learn) * and/or R (tidyverse, data.table, caret, survival, forecast) * Strong understanding of statistical methods parity between SAS and open-source ...
UX Researcher
Redmond, WA · On-site
Demonstrated experience coding with R, particularly the Tidyverse package. Experience in survey design and item development. Experience applying statistical analysis methods, including basic ...
UX Researcher
Redmond, WA · On-site
Demonstrated experience coding with R, particularly the Tidyverse package. Experience in survey design and item development. Experience applying statistical analysis methods, including basic ...
Sr. Data Manager
Manhattan, NY · On-site
R (tidyverse, visualization, basic modeling); visualization tools (Tableau; Power BI a plus). Experience leading data teams and building staff capacity through training and mentorship. Excellent ...
Sr. Data Manager
Manhattan, NY · On-site
R (tidyverse, visualization, basic modeling); visualization tools (Tableau; Power BI a plus). Experience leading data teams and building staff capacity through training and mentorship. Excellent ...
Statistical Programmer II
Waukegan, IL · On-site
Excellent programmer in R (including tidyverse) and are proficient working in Git-based environments (e.g., Github, Gitlab) * Solid experience in creating Tables, Listings, and Graphs using R ...
Statistical Programmer II
Waukegan, IL · On-site
Excellent programmer in R (including tidyverse) and are proficient working in Git-based environments (e.g., Github, Gitlab) * Solid experience in creating Tables, Listings, and Graphs using R ...
Statistical Programmer II
Waukegan, IL · On-site
Excellent programmer in R (including tidyverse) and are proficient working in Git-based environments (e.g., Github, Gitlab). Solid experience in creating Tables, Listings, and Graphs using R packages.
Statistical Programmer II
Waukegan, IL · On-site
Excellent programmer in R (including tidyverse) and are proficient working in Git-based environments (e.g., Github, Gitlab). Solid experience in creating Tables, Listings, and Graphs using R packages.
Sr. Data Manager
Manhattan, NY · On-site
$125.40K - $156.70K/yr
R (tidyverse, visualization, basic modeling); visualization tools (Tableau; Power BI a plus). • Experience leading data teams and building staff capacity through training and mentorship. • ...
Sr. Data Manager
Manhattan, NY · On-site
$125.40K - $156.70K/yr
R (tidyverse, visualization, basic modeling); visualization tools (Tableau; Power BI a plus). • Experience leading data teams and building staff capacity through training and mentorship. • ...
Real-World Data Analytics
Boston, MA · On-site
Advanced proficiency with SAS (BASE, MACRO, STAT, Proc SQL) and R (tidyverse, data.table, ggplot2, shiny, Markdown/Quarto) * Substantive experience manipulating and analyzing real-world data ...
Quick apply
Real-World Data Analytics
Boston, MA · On-site
Advanced proficiency with SAS (BASE, MACRO, STAT, Proc SQL) and R (tidyverse, data.table, ggplot2, shiny, Markdown/Quarto) * Substantive experience manipulating and analyzing real-world data ...
Data Scientist
New York, NY · On-site
$60 - $62/hr
Substantial experience with Python, R, and relevant libraries (e.g., numpy, pandas, scikit, pytorch, tidyverse, caret, ggplot, etc.). * Proven experience developing, refining, and monitoring NLP ...
Quick apply
Data Scientist
New York, NY · On-site
$60 - $62/hr
Substantial experience with Python, R, and relevant libraries (e.g., numpy, pandas, scikit, pytorch, tidyverse, caret, ggplot, etc.). * Proven experience developing, refining, and monitoring NLP ...
Policy and Data Analysis Intern (Washington DC)
Washington, DC · On-site
$23.87 - $26.25/hr
Superiorproficiencyin data analysis with Python (pandas,scipy,numpy, matplotlib)or R (tidyverse)alongside Microsoft Excel (pivot tables, lookups, complex conditional statements). * Demonstrated ...
Policy and Data Analysis Intern (Washington DC)
Washington, DC · On-site
$23.87 - $26.25/hr
Superiorproficiencyin data analysis with Python (pandas,scipy,numpy, matplotlib)or R (tidyverse)alongside Microsoft Excel (pivot tables, lookups, complex conditional statements). * Demonstrated ...
$73 - $83/hr
Demonstrated experience coding with R, particularly the Tidyverse package. * Experience in survey design and item development. * Experience applying statistical analysis methods, including basic ...
$73 - $83/hr
Demonstrated experience coding with R, particularly the Tidyverse package. * Experience in survey design and item development. * Experience applying statistical analysis methods, including basic ...
$180K - $220K/yr
Strong proficiency in R ecosystem tools (e.g., tidyverse, renv, devtools, pak, shiny app) * Deep understanding of package management, dependency resolution, and reproducibility * Ability to design ...
$180K - $220K/yr
Strong proficiency in R ecosystem tools (e.g., tidyverse, renv, devtools, pak, shiny app) * Deep understanding of package management, dependency resolution, and reproducibility * Ability to design ...
Data Scientist
Redstone Arsenal, AL · On-site
Deep knowledge of common programming languages (Python, R, Julia), data science packages and frameworks (Pandas, NumPy, Scikit-learn, tidyr, tidyverse). * Background working with common data ...
Data Scientist
Redstone Arsenal, AL · On-site
Deep knowledge of common programming languages (Python, R, Julia), data science packages and frameworks (Pandas, NumPy, Scikit-learn, tidyr, tidyverse). * Background working with common data ...
Successful candidates will demonstrate the ability to teach statistical concepts, quantitative reasoning, and elementary programming in R using Tidyverse workflows. Python experience and the ability ...
Successful candidates will demonstrate the ability to teach statistical concepts, quantitative reasoning, and elementary programming in R using Tidyverse workflows. Python experience and the ability ...
Data Scientist
Huntsville, AL · On-site
Deep knowledge of common programming languages (Python, R, Julia), data science packages and frameworks (Pandas, NumPy, Scikit-learn, tidyr, tidyverse). Background working with common data ...
Data Scientist
Huntsville, AL · On-site
Deep knowledge of common programming languages (Python, R, Julia), data science packages and frameworks (Pandas, NumPy, Scikit-learn, tidyr, tidyverse). Background working with common data ...
Data Analyst
Encino, CA · On-site +1
... g., Tidyverse, Scipy, Sklearn, PyTorch, Polars). * Advanced proficiency in biostatistics, including methods suited to observational (cross-sectional and longitudinal) and experimental research ...
Data Analyst
Encino, CA · On-site +1
... g., Tidyverse, Scipy, Sklearn, PyTorch, Polars). * Advanced proficiency in biostatistics, including methods suited to observational (cross-sectional and longitudinal) and experimental research ...
Platform Engineer, Statistical Computing (R)
$180K - $220K/yr
Strong proficiency in R ecosystem tools (e.g., tidyverse, renv, devtools, pak, shiny app) > * Deep understanding of package management, dependency resolution, and reproducibility > * Ability to ...
Platform Engineer, Statistical Computing (R)
$180K - $220K/yr
Strong proficiency in R ecosystem tools (e.g., tidyverse, renv, devtools, pak, shiny app) > * Deep understanding of package management, dependency resolution, and reproducibility > * Ability to ...
$180K - $220K/yr
Strong proficiency in R ecosystem tools (e.g., tidyverse, renv, devtools, pak, shiny app) > * Deep understanding of package management, dependency resolution, and reproducibility > * Ability to ...
$180K - $220K/yr
Strong proficiency in R ecosystem tools (e.g., tidyverse, renv, devtools, pak, shiny app) > * Deep understanding of package management, dependency resolution, and reproducibility > * Ability to ...
Senior Data Analyst: Epigenetics (Indianapolis)
Indianapolis, IN · On-site
$82.20K - $103.70K/yr
Strong knowledge of R (e.g., tidyverse, mice, ggplot) and omics data analysis pipelines. * Prior experience in academic research including cluster computing, longitudinal studies, biological ...
Senior Data Analyst: Epigenetics (Indianapolis)
Indianapolis, IN · On-site
$82.20K - $103.70K/yr
Strong knowledge of R (e.g., tidyverse, mice, ggplot) and omics data analysis pipelines. * Prior experience in academic research including cluster computing, longitudinal studies, biological ...
Senior Data Analyst: Epigenetics (Indianapolis)
Indianapolis, IN · Hybrid
$82.20K - $103.70K/yr
Strong knowledge of R (e.g., tidyverse, mice, ggplot) and omics data analysis pipelines. * Prior experience in academic research including cluster computing, longitudinal studies, biological ...
Senior Data Analyst: Epigenetics (Indianapolis)
Indianapolis, IN · Hybrid
$82.20K - $103.70K/yr
Strong knowledge of R (e.g., tidyverse, mice, ggplot) and omics data analysis pipelines. * Prior experience in academic research including cluster computing, longitudinal studies, biological ...
Demonstrated proficiency in one or several programming languages (such as R and R's "Tidyverse" packages, Python, SQL), version control (such as GitHub), and AI-assisted coding (such as GitHub ...
Demonstrated proficiency in one or several programming languages (such as R and R's "Tidyverse" packages, Python, SQL), version control (such as GitHub), and AI-assisted coding (such as GitHub ...
Tidyverse information
What are the key skills and qualifications needed to thrive as a Tidyverse Data Analyst, and why are they important?
How does working as a Tidyverse data analyst typically involve collaboration with other teams or departments?
What are Tidyverse packages?
What is the difference between Tidyverse vs Data Analyst?
| Aspect | Tidyverse | Data Analyst |
|---|---|---|
| Primary Focus | Data manipulation, visualization, and analysis using R packages | Interpreting data, creating reports, and supporting decision-making |
| Skills & Tools | R programming, ggplot2, dplyr, tidyr, readr | Excel, SQL, statistical analysis, data visualization tools |
| Work Environment | Data science teams, research labs, analytics departments | Business, finance, marketing, healthcare sectors |
| Required Credentials | Knowledge of R, data analysis, statistics | Degree in statistics, data science, or related fields |
While Tidyverse refers to a collection of R packages for data manipulation and visualization, Data Analysts utilize these tools along with other skills to interpret data and generate insights. Tidyverse is a technical toolkit, whereas Data Analyst is a role that applies these tools in various industries to support decision-making.

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 5 days ago
Job description
The SAS to Python/R Migration Architect is responsible for end-to-end strategy, design, and governance of large-scale analytical and statistical code migrations from SAS to modern open-source ecosystems (Python and R). This role focuses on assessment, architecture, standards, risk management, and validation, working closely with stakeholders and development teams to ensure accuracy, performance, and regulatory fidelity.
This is a hands-on technical leadership role, not just documentation or oversight.
Key Responsibilities
- Lead enterprise-scale migrations from SAS (Base SAS, PROC SQL, STAT, ETS, MACRO, etc.) to Python and/or R
- Perform detailed SAS estate assessments, including:
- Code inventory and dependency mapping
- Macro complexity analysis
- Data access patterns (SAS datasets, DBs, flat files)
- Statistical method equivalency analysis
- Define target-state architecture for Python/R analytics platforms (libraries, frameworks, environments)
- Establish migration patterns and standards, including:
- SAS PROC Python/R library mappings
- Macro-to-function translation strategies
- Reusable templates and shared components
- Design validation and reconciliation frameworks to ensure:
- Statistical equivalence
- Numeric tolerances
- Regulatory and audit compliance
- Guide performance optimization strategies for large datasets
- Identify automation opportunities (code scanners, translators, test harnesses)
- Lead technical reviews and approve migrated code
- Mentor developers and review complex conversions
- Communicate migration risks, tradeoffs, and timelines to leadership
Requirements
- 8+ years of advanced analytics or statistical programming experience
- 5+ years hands-on SAS development (Base SAS, PROC SQL, MACRO, STAT)
- Proven experience architecting or leading SAS Python and/or R migrations
- Deep expertise in:
- Python (NumPy, Pandas, SciPy, statsmodels, scikit-learn)
- and/or R (tidyverse, data.table, caret, survival, forecast)
- Strong understanding of statistical methods parity between SAS and open-source tools
- Experience with data platforms (SQL databases, cloud storage, data lakes)
- Familiarity with CI/CD, version control, and testing frameworks for analytics code
- Experience in regulated environments (government, healthcare, finance)
- Prior work modernizing legacy analytics platforms
- Exposure to cloud analytics stacks (AWS, Azure, GCP)
- Experience designing automated validation frameworks
Benefits
- 401(k)
- 401(k) matching
- Dental insurance
- Flexible spending account
- Health insurance
- Life insurance
- Paid time off
- Professional development assistance
- Referral program
- Tuition reimbursement
- Vision insurance
About Ignite IT
Sourced by ZipRecruiter
Company size
11 - 50 Employees
Headquarters location
Ashburn, VA, US
Year founded
2018