Data and Machine Learning Engineer Vision Language Models, Data & Machine Learning (DML)
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Job Location:
Arlington, TX - USA
Monthly Salary:
Not Disclosed
Posted on:
20 hours ago
Vacancies:
1 Vacancy
Job Summary
Join a sizeable team of data scientists research scientists and machine learning engineers that develop vision language models (VLMs) on overhead imagery for a high-impact government customer. We own the entire machine learning development life cycle developing models on customer data:
- Exploring the data and brainstorming and prioritizing ideas for model development
- Implementing new features
- Training models in support of experimental or performance goals
- T&E-ing packaging and delivering models
We perform this work on both unclassified and classified networks with portions of our team working on each network.
We seek a new team member to work on the classified networks. You would work collaboratively with teammates to develop and use a python codebase for fine-tuning VLMs.
You would have great opportunities to learn from team members and technical leads while also having opportunities for ownership of important project workflows. You would work with Jupyter Notebooks the Linux command line GitLab and Visual Studio Code.
Key job responsibilities
With support from technical leads carry out tasking across the entire machine learning development lifecycle to fine-tune VLMs on overhead imagery:
- Run data conversion pipelines to transform customer data into the structure needed by models for training
- Perform EDA on the customer data
- Train VLMs on overhead imagery
- Develop and implement hyper-parameter optimization strategies
- Test and Evaluate models and analyze results
- Package and deliver models to the customer
- Implement new features to the code base
- Collaborate with the rest of the team on long term strategy and short-medium term implementation.
- Contribute to presentations to the customer regarding the teams work.
- 3 years of data querying languages (e.g. SQL) scripting languages (e.g. Python) or statistical/mathematical software (e.g. R SAS Matlab etc.) experience
- 3 years of machine learning/statistical modeling data analysis tools and techniques and parameters that affect their performance experience
- Bachelors degree or above in computer science machine learning engineering or related fields
- Current active US Government Security Clearance of Top Secret or above
- Experience in a ML or data scientist role with a large technology company
- Experience working on multi-team cross-disciplinary projects
- Masters degree or above in computer science machine learning engineering or related fields
- Knowledge of Linux PyTorch and Git workflows for computer vision requirements
- Experience developing visual language models leveraging satellite imagery
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status disability or other legally protected status.
Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process including support for the interview or onboarding process please visit for more information. If the country/region youre applying in isnt listed please contact your Recruiting Partner.
The base salary range for this position is listed below. Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience qualifications and location. Amazon also offers comprehensive benefits including health insurance (medical dental vision prescription Basic Life & AD&D insurance and option for Supplemental life plans EAP Mental Health Support Medical Advice Line Flexible Spending Accounts Adoption and Surrogacy Reimbursement coverage) 401(k) matching paid time off and parental leave. Learn more about our benefits at VA Arlington - 136000.00 - 184000.00 USD annually
USA VA Herndon - 136000.00 - 184000.00 USD annually
Required Experience:
IC
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
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