Jan 27
Unspecified
Senior Level Career (10+ yrs experience)
IT - Software
Job Description:
VAE is working on a project that tackles the problem of managing large-scale IT networks. We are seeking talented and highly motivated developers to join us in bringing this project to a larger audience.
As an ML software developer, you will be responsible for feature development to deliver AI and machine learning solutions into our product. Your software development expertise and experience with ML will play a crucial role in delivering intelligent systems that improve VAE’s flagship software product, ITPIE. Together with a small machine learning team, you will be responsible to ensure the successful integration of AI/ML models into our existing software and assist in delivering expert systems through AI/ML technologies.
Our application is primarily built using .NET, using TypeScript on the frontend, PostgreSQL for data storage, and Python for ML components. The application source is hosted in GitLab, and we use GitLab CI and Git to manage our code contribution workflows.
Roles and Responsibilities:
Integrate AI/ML models into production systems
Collaborate with existing team members to preprocess and analyze large datasets
Work with subject matter experts to build out training/testing datasets
Design and build tests for AI/ML solutions and data pipelines.
Qualifications:
Things we really need:
Proficiency in Python and .NET (C#)
Understanding of web transport fundamentals (HTTP, REST, WebSockets)
Experience building and running unit and integration tests
United States citizenship
5-8 years of software development experience
Things we want too:
Experience with relational databases such as PostgreSQL
Experience with machine learning algorithms and frameworks in Python and/or .NET
Familiarity with Cloud environments (e.g. AWS, Azure) and offerings
Strong analytical and problem-solving abilities
Excellent communication and teamwork skills
Things that are extra cool:
Advanced knowledge of Python ecosystem and internals
Advanced knowledge of .NET runtime (reflection, performance optimization)
Working understanding of network concepts
Familiarity with Linux environments
Our end of the bargain:
Remote-first environment (if that's your thing)
Dedicated collaborative office space in NoVA (if that's your thing)
We respect work/life balance
Occasional on-site team summits
Competitive salary and annual review
VAE is working on a project that tackles the problem of managing large-scale IT networks. We are seeking talented and highly motivated developers to join us in bringing this project to a larger audience.
As an ML software developer, you will be responsible for feature development to deliver AI and machine learning solutions into our product. Your software development expertise and experience with ML will play a crucial role in delivering intelligent systems that improve VAE’s flagship software product, ITPIE. Together with a small machine learning team, you will be responsible to ensure the successful integration of AI/ML models into our existing software and assist in delivering expert systems through AI/ML technologies.
Our application is primarily built using .NET, using TypeScript on the frontend, PostgreSQL for data storage, and Python for ML components. The application source is hosted in GitLab, and we use GitLab CI and Git to manage our code contribution workflows.
Roles and Responsibilities:
Integrate AI/ML models into production systems
Collaborate with existing team members to preprocess and analyze large datasets
Work with subject matter experts to build out training/testing datasets
Design and build tests for AI/ML solutions and data pipelines.
Qualifications:
Things we really need:
Proficiency in Python and .NET (C#)
Understanding of web transport fundamentals (HTTP, REST, WebSockets)
Experience building and running unit and integration tests
United States citizenship
5-8 years of software development experience
Things we want too:
Experience with relational databases such as PostgreSQL
Experience with machine learning algorithms and frameworks in Python and/or .NET
Familiarity with Cloud environments (e.g. AWS, Azure) and offerings
Strong analytical and problem-solving abilities
Excellent communication and teamwork skills
Things that are extra cool:
Advanced knowledge of Python ecosystem and internals
Advanced knowledge of .NET runtime (reflection, performance optimization)
Working understanding of network concepts
Familiarity with Linux environments
Our end of the bargain:
Remote-first environment (if that's your thing)
Dedicated collaborative office space in NoVA (if that's your thing)
We respect work/life balance
Occasional on-site team summits
Competitive salary and annual review
group id: 10343046
