Data Analyst vs Machine Learning Engineer
Pay, skills and open jobs side by side, from current job postings across the US.
Pay
Data Analyst
$105,000 typical, a year
Most Data Analysts earn $84,800 to $130,400 a year.
From 1,144 postings that list pay
2,858 open jobs now
Machine Learning Engineer
$201,300 typical, a year
Most Machine Learning Engineers earn $167,100 to $241,600 a year.
From 869 postings that list pay
1,764 open jobs now
Machine Learning Engineer salaries Machine Learning Engineer jobs
Machine Learning Engineers typically earn about $96,300 more a year than Data Analysts.
What each one does
Data Analyst
- Analyze data to find trends and patterns in business operations.
- Create visual dashboards and reports to present data clearly.
- Write and run queries to extract data from databases.
- Work with teams to understand data needs and requirements.
- Clean and organize data to ensure it is accurate and reliable.
- Communicate findings and recommendations to business leaders.
Summed up from 30 job postings
Machine Learning Engineer
- Design, develop, and deploy machine learning models and algorithms.
- Build and maintain data pipelines for model training and evaluation.
- Create and run experiments to test and improve model performance.
- Collaborate with cross-functional teams to solve business problems.
- Monitor and maintain models in production to ensure reliability.
- Research and apply new machine learning techniques and tools.
Summed up from 30 job postings
Skills employers ask for
Data Analyst
Asked for in both
- Python 4 in 10 postings
- Data Science 2 in 10 postings
More common in Data Analyst postings
- SQL 7 in 10 postings
- Tableau 5 in 10 postings
- Power BI 5 in 10 postings
- Data Analysis 4 in 10 postings
- Data Visualization 4 in 10 postings
- Microsoft Excel 3 in 10 postings
- R 2 in 10 postings
- Data Modeling 2 in 10 postings
Machine Learning Engineer
Asked for in both
- Python 6 in 10 postings
- Data Science 2 in 10 postings
More common in Machine Learning Engineer postings
- PyTorch 5 in 10 postings
- AI & ML 5 in 10 postings
- TensorFlow 3 in 10 postings
- Large Language Models 3 in 10 postings
- MLOps 2 in 10 postings
- Machine Learning Frameworks 2 in 10 postings
- AWS 2 in 10 postings
- Generative AI 2 in 10 postings
Out of each role's current postings.
Open jobs
Data Analyst
- $167,910 - $205,690/yrstated San Mateo, CA, United StatesPythonSQLGitRRegulatory Compliance +4
Client Reporting Analyst
Voya Financial$90k - $105k/yrstated Atlanta, GASQLMicrosoft PowerPointPower BIMicrosoft ExcelGitHub Copilot +2
Machine Learning Engineer
- $295,250 - $345,040/yrstated San Mateo, CA, United StatesPythonApache SparkFlinkAnomaly DetectionBehavior Analysis +5
Machine Learning Engineer
Bet365$120k - $140k/yrstated Denver, Colorado, United StatesTerraformApache KafkaPythonInfrastructure as CodeUnit Testing +13- Pay not stated Alexandria, VA HybridKubernetesCI/CDRetrieval-Augmented GenerationPythonSQL +13
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