Role: Machine Learning Engineer
Location: Dallas, TX // Onsite // Remote
Experience: 6 - 10 Years
Salary Range: $100,000 - $140,000 per year
Job Description
Must Have Technical/Functional Skills
" Demonstrated experience training, fine-tuning, and deploying machine learning models.
" Demonstrated experience generating and managing camera and LiDAR sensor datasets for
perception or machine learning applications.
" Experience designing data collection pipelines and ground truth generation workflows.
" Demonstrated experience in data annotation and quality assurance for autonomous systems or
computer vision projects.
" Demonstrated ability to define annotation guidelines, identify labeling defects, and deliver measurable
improvements in dataset accuracy.
" Strong Python skills and experience automating data validation, model evaluation, and machine
learning workflows.
" Understanding of computer vision datasets, model metrics, experiment tracking, version control, and
deployment practices.
Roles & Responsibilities
" Build automation for sensor-data ingestion, curation, sampling, annotation preparation, validation, and
release.
" Train, fine-tune, evaluate, and support deployment of machine learning models for computer vision or
perception use cases.
" Design camera and LiDAR data collection and ground truth generation pipelines.
" Define annotation guidelines, acceptance criteria, and automated checks for label completeness,
consistency, and accuracy.
" Analyze labeling defects and model-error patterns, then implement corrective actions and measurable
quality improvements.
" Create reporting for dataset health, annotation quality, model performance, and workflow throughput.
" Collaborate with data engineering, annotation operations, quality, and AI teams.
Generic Managerial Skills, If Any
Strong technical ownership, analytical problem solving, collaborative delivery, and clear communication
with cross-functional teams
