RADAR · 6 hours ago
Machine Learning Engineer
SD Metro Area
Full-time
Onsite
Mid, Senior Level
$120K/yr - $190K/yr
5+ years expRADAR is a fast-growing startup focused on transforming physical retail through cutting-edge technology. They are seeking a Machine Learning Engineer to build and develop their ML capabilities, collaborating with various teams to enhance model performance and reliability.
Computer VisionE-CommerceRetailRFIDWireless
Responsibilities
Build and scale ML infrastructure: Design and maintain scalable, reliable and efficient production pipelines for feature engineering, training, prediction and model serving using tools including Airflow, Big Query and Kubeflow
Drive model performance: Train, validate and deploy high-quality ML models, applying advanced techniques in feature selection, hyperparameter tuning and model architecture choices to improve the accuracy of our products
Accelerate ML development: Optimize feature engineering pipelines for performance and scalability while collaborating with Data Science to research, develop, and deploy new features that improve model accuracy
Ensure reliability: Implement comprehensive model monitoring, automated training pipelines, and observability solutions to maintain model health and performance
Accelerate ML development: Optimize feature engineering pipelines for performance and scalability while collaborating with Data Science to research, develop, and deploy new features that improve model accuracy
Champion best practices: Apply CI/CD principles including automated testing, model validation, and deployment strategies
Qualification
Required
5+ years building production ML systems at scale, including feature engineering, training, deployment, and monitoring
Strong proficiency in Python and ML frameworks (scikit-learn, PyTorch, XGBoost)
Hands-on experience with cloud ML platforms (AWS SageMaker, Vertex AI, or Azure ML)
Expertise in big data processing including SQL optimization and distributed computing (Spark/Dask)
Production experience with workflow orchestration tools (Airflow, Dagster, Prefect)
Proficiency with version control (Git) and CI/CD practices
Preferred
Experience with real-time streaming data (Kafka, Flink, Pub/Sub)
Bachelor's degree in Computer Science, Statistics, or related field
Experience with MLOps tools (MLflow, Weights & Biases, etc.)
Benefits
Equity
Comprehensive medical and dental coverage
Life and disability benefits
401k plan
Flexible time off
Paid parental leave
Company
RADAR
RADAR is an RFID and computer vision platform that automates inventory management, analytics, and checkout in physical stores.
51-200 employees
H1B Sponsorship
RADAR has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (3)
Funding
Current Stage
Growth StageTotal Funding
$139.66MKey Investors
Align Ventures
2024-06-11Debt Financing· $19.7M
2023-11-30Debt Financing· $15M
2023-07-13Series A· $30M
Leadership Team
Spencer Hewett
Founder/CEO
Recent News
Business Wire
2026-01-11
2025-10-04
Company data provided by crunchbase