Job Title: Data Scientist 2
Location: Irving, TX
Job Type: W2 Contract
Expected hours per week: 40 hours per week
Schedule: On-site (Monday – Friday)
Pay Range: $60 – 66 per hour
Job Description:
Position’s Contributions to Work Group:
• Integrating the rosbag-to-COCO conversion pipeline into our workflows
• Implementing 2D ? 3D projection mapping to integrate the auto-annotation pipeline
• Maintaining and enhancing the UI/UX for viewing 2D/3D annotations in CVAT (Computer Vision Annotation Tool)
• Supporting model updates to the annotation pipeline (ability to swap out models)
• Building and maintaining CI/CD infrastructure
• Working with data in AWS (push/pull workflows)
• Collaborating via GitHub: creating PRs, participating in code reviews, and writing design docs
• Add/update APIs to query from CVAT Rest API
Typical task breakdown:
• Annotation Team standups every other day
• CVAT Team meeting weekly
• Project related meetings as needed
• Remaining time is for development activities
Interaction with team:
• Collaborative work alongside current team members with a mix of independent feature development and paired code reviews. The role involves regular collaboration through GitHub PRs, design doc discussions, and in-person or remote meetings
Team Structure
• Primary Team consists of 8 individuals (1 Lead and 7 Developers)
• Project requires collaborative development with 2 additional resources from another team
Education & Experience Required:
• Years of experience: 2-4 years
• Degree requirement: BS Degree
• Do you accept internships as job experience:
• Are there past or additional job titles or roles that would provide comparable background to this role:
Top 3 Skills
• Python – Core language for pipeline development, data processing, and ML model integration
• Agentic coding best practices – Understanding effective AI-assisted workflows to accelerate development beyond single-shot prompting
• Transforming customer requirements into UI/UX – Ability to translate stakeholder needs into functional, intuitive interfaces within the CVAT platform
Additional Technical Skills
• Python
• Experience with annotation or ML workflows
• Familiarity with coordinate transforms (e.g. 2D?3D projection)
• Git/GitHub (PRs, code reviews, branching workflows
• JavaScript
• Experience with CVAT or similar annotation tools
• Familiarity with ROS/rosbag data formats
• Knowledge of COCO dataset format
• Experience with BEV Fusion or 3D object detection pipelines
• UI/UX development experience
Soft Skills
• Strong communication skills – ability to gather and clarify customer requirements and translate them into actionable work
• Self-motivated and able to work independently with minimal supervision
• Collaborative mindset – comfortable working in small teams, giving and receiving code review feedback
• Problem-solving orientation -able to debug complex pipeline issues and propose creative solutions
• Comfort presenting technical concepts to non-technical stakeholders
• Proactive in identifying process improvements and suggesting enhancement
• Ability to see a solution beyond communicated requirements – focusing on ‘how it will be used’ rather than ‘did it meet requirements’
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