Autonomy DL Inference Architect

Perot Jain LP; San Mateo (CA); On-site; USD 170,000 - 277,500; Full time

Benefits offered by this job

Paid vacation time

Sick leave

401k savings plan

Job summary

Skydio is seeking an Autonomy Engineer to enhance deep learning model acceleration in San Mateo, California. This role involves developing solutions for high-performance deep learning inference and designing MLOps workflows. Candidates should have demonstrated hands-on experience in MLOps and deep learning fundamentals.

Compensation packages are competitive and include equity and comprehensive benefits. Skydio fosters an inclusive work environment, ensuring all qualified applicants are considered without discrimination.

Qualifications

• Hands-on experience with MLOps, ML inference acceleration, and edge deployment.
• Strong knowledge of deep learning fundamentals and state-of-the-art models.
• Experience building and managing ML pipelines from preparation to monitoring.

Responsibilities

• Develop solutions for high-performance deep learning inference for CV workloads.
• Profile CV and Vision Language Models to analyze performance and identify bottlenecks.
• Design and implement end-to-end MLOps workflows for model deployment.

Skills

MLOps

Machine Learning inference acceleration

Computer Vision

Deep Learning models

Communication skills

Tools

TensorFlow

PyTorch

Scikit-learn

Job description

Skydio is seeking an Autonomy Engineer to enhance deep learning model acceleration in San Mateo, California. This role involves developing solutions for high-performance deep learning inference and designing MLOps workflows. Candidates should have demonstrated hands-on experience in MLOps and deep learning fundamentals.

Compensation packages are competitive and include equity and comprehensive benefits. Skydio fosters an inclusive work environment, ensuring all qualified applicants are considered without discrimination.