Want to hire DVC developer? Then you should know!
How and where is DVC used?
- Version Control: Keep track of changes made to data and models
- Data Versioning: Track and manage different versions of datasets
- Reproducibility: Ensure the ability to reproduce results
- Pipeline Management: Simplify the creation and maintenance of complex data pipelines
- Collaboration: Facilitate teamwork on data science projects
- Experiment Tracking: Monitor and compare different experiments
- Model Management: Organize and track machine learning models
- Hyperparameter Tuning: Optimize model performance by tuning hyperparameters
- Data Sharing: Share and sync data with team members
- Workflow Automation: Automate repetitive tasks in the data science workflow
Compare Junior, Middle, Senior, and Expert/Team Lead DVC Developer roles
Seniority Name | Years of experience | Responsibilities and activities | Average salary (USD/year) |
---|---|---|---|
Junior | 0-2 years |
| $50,000 |
Middle | 2-5 years |
| $70,000 |
Senior | 5-8 years |
| $90,000 |
Expert/Team Lead | 8+ years |
| $120,000 |
Quick Facts about DVC.
- Created in 2004, DVC Software Development uses advanced methodologies.
- Most popular project types include web development and data science.
- Entry threshold for learning DVC is having basic programming knowledge.
- Git is the most popular related technology used alongside DVC.
- Fun fact: DVC stands for Data Version Control, not the video cassette format.
TOP DVC Related Technologies
- Python (Guido van Rossum, 1991)
- JavaScript (Brendan Eich, 1995)
- Java (James Gosling, 1995)
- HTML (Tim Berners-Lee, 1991)
- C++ (Bjarne Stroustrup, 1985)
What are top DVC instruments and tools?
- Oracle VM VirtualBox: A virtualization tool by Oracle for x86 virtualization.
- VMware Workstation Pro: Tool by VMware for running multiple OS on a single PC.
- Parallels Desktop: A tool by Parallels for running Windows on Mac.
- Hyper-V: Microsoft’s tool for virtualization on Windows systems.
- Xen Project: Open-source hypervisor for cloud computing.
Talk to Our Talent Expert
Our journey starts with a 30-min discovery call to explore your project challenges, technical needs and team diversity.
Maria Lapko
Global Partnership Manager