Computer Vision / AI Engineer II

Vdart Inc
  • TX
    1 day ago

    Job Description

    Job role: Computer Vision / AI Engineer II

    Duration: 3-6 month contract with potential for extension or conversion to a full-time employee

    Location: Coppell, Texas 75019- Hybrid, Onsite Tuesday - Thursday | Monday and Friday's remote

    Top Skills:

    • Computer Vision (Detection, Segmentation, Classification, OCR)
    • Python
    • PyTorch and/or TensorFlow
    • Machine Learning Model Development & Optimization
    • Image & Video Analysis
    • Taking Models from Prototype to Production

    Job Description:

    What You Will Be Doing:

    • Applied Model Development: Own the end-to-end development of computer vision and ML models-covering detection, segmentation, classification, OCR and image/video analysis.
    • Model Evaluation & Selection: Evaluate model options, benchmark trade-offs, and recommend the right approach for each business problem.
    • Training & Fine-Tuning: Train, fine-tune, and optimize models using PyTorch or TensorFlow, including transfer learning and data-efficient techniques.
    • Performance Analysis: Define metrics, analyze model performance, diagnose failure modes, and iterate to meet accuracy and latency targets.
    • Hardware-Aware Engineering: Account for the real-world constraints of cameras, sensors, lighting, and edge devices that affect data quality and model performance.
    • Data Pipelines: Build and maintain data, labeling, and evaluation pipelines that support reliable experimentation and deployment.
    • Collaboration: Work with software, hardware, and MLOps engineers to take models from prototype to production.

    Qualifications

    Qualifications we are looking for.

    Experience:

    • 3-5 years of hands-on experience building computer vision and machine learning models.
    • Proven track record taking models from experimentation to production.

    Skills:

    • Proficiency in both modern AI-based CV models (CNNs, transformers, embeddings) and traditional computer vision
    • Strong Python skills for CV/ML development, data processing, and experimentation.
    • Experience with PyTorch or TensorFlow.
    • Hands-on experience with detection, segmentation, classification, and image/video analysis.
    • Practical knowledge of computer vision hardware-cameras, sensors, lighting, and edge devices-and the real-world constraints that affect data quality and model performance.
    • Experience with broader ML problems: time-series modeling, anomaly detection, clustering, and data analysis.

    Abilities:

    • Strong analytical and performance-debugging skills.
    • Able to evaluate model options and turn business problems into practical AI solutions.
    • Strong problem-solving skills and ability to work in a fast-paced, agile environment.

    Education:

    • Bachelor's or Master's degree in Computer Science, Engineering or a related field.

    Preferred Qualifications:

    • Experience deploying models to edge devices or optimizing for inference (quantization, pruning, TensorRT, ONNX).
    • Familiarity with MLOps practices: experiment tracking, model versioning, and drift/performance monitoring.
    • Experience with cloud platforms (Azure, AWS, or GCP) and GPU-based training.
    • Experience working with retail, IoT, or real-world imaging datasets.

    Numbers & Facts

    LocationTX

    Skills

    • Amazon Web Services (AWS)unmatched
    • Analysis Skillsunmatched
    • Artificial Intelligence (AI)unmatched
    • Benchmarkingunmatched
    • Cloud Computingunmatched
    • Computer Engineeringunmatched
    • Computer Hardwareunmatched
    • Computer Scienceunmatched
    • Computer Visionunmatched
    • Data Analysisunmatched
    • Data Managementunmatched
    • Data Processingunmatched
    • Data Qualityunmatched
    • Data Setsunmatched
    • Debugging Skillsunmatched
    • GCP (Good Clinical Practices)unmatched
    • GPU (Graphics Processing Unit)unmatched
    • Identify Issuesunmatched
    • Internet of Thingsunmatched
    • Machine Learningunmatched
    • Metricsunmatched
    • Microsoft Windows Azureunmatched
    • Options Analysisunmatched
    • Performance Analysisunmatched
    • Performance Modelingunmatched
    • Problem Solving Skillsunmatched
    • Prototypingunmatched
    • Python Programming/Scripting Languageunmatched
    • Retailunmatched

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