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Staff Software Engineer Machine Learning Jobs in Pennsylvania

* Staff Applied Machine Learning Engineer * Remote (must be based in USA) * Work Authorization: ship ... Build high-quality enterprise software while maintaining a fast pace of delivery. * Take ownership ...

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Senior Machine Learning Engineer

Malvern, PA · On-site

$102K - $140K/yr

Experience in software engineering, machine learning engineering, data engineering, or a related technical discipline. * Strong experience building and deploying machine learning solutions in ...

Senior Machine Learning Engineer

Malvern, PA · On-site

$102K - $140K/yr

Experience in software engineering, machine learning engineering, data engineering, or a related technical discipline. * Strong experience building and deploying machine learning solutions in ...

Machine Learning Engineer III

Pittsburgh, PA · On-site

$111K - $133K/yr

... software engineers, clinicians, hospital administrators, and experts in TeleTracking Technologies to identify and develop high-impact machine learning solutions. • Work with large-scale healthcare ...

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Staff Software Engineer Machine Learning information

What cities in Pennsylvania are hiring for Staff Software Engineer Machine Learning jobs? Cities in Pennsylvania with the most Staff Software Engineer Machine Learning job openings:

Staff Software Engineer, ML Acceleration

Stack AV

Pittsburgh, PA • On-site

Full-time

Re-posted 28 days ago


Job description

Job Summary:
Stack AV is developing revolutionary AI and advanced autonomous systems aimed at enhancing safety and efficiency in the trucking transportation industry. The Staff Software Engineer, ML Acceleration will focus on increasing product development velocity by optimizing machine learning iterations and promoting best practices among Machine Learning Engineers across the company.
Responsibilities:
• Analyze ML models to identify and resolve performance bottlenecks.
• Incorporate OSS tools to enable ML engineers self-sufficiently profile and optimize models.
• Deliver solutions to streamline model deployment across various hardware platforms.
• Collaborate with ML researchers to balance model accuracy and speed.
• Implement optimizations using CUDA, Triton, and custom kernels.
• Promote Engineering Excellence: Maintain a high bar for engineering excellence in their own work but also set a culture of engineering excellence within the team.
Qualifications:
Required:
• Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field
• 5+ years of experience (including experience with GPU programming and optimization)
• Strong programming skills in C++ and Python
• Proven experience in GPU programming and optimization
• Familiarity with deep learning frameworks, especially PyTorch
• CUDA programming
• Triton language for GPU kernels
• PyTorch optimization techniques
• TensorRT implementation
• ONNX model conversion and deployment
• Custom GPU kernel development
• Deep understanding of GPU architectures and performance optimization
• Strong analytical and problem-solving skills
• Excellent verbal and written communication skills, with the ability to convey complex technical concepts to non-technical stakeholders
Preferred:
• Autonomous vehicles (AV) experience is a bonus
Company:
Stack AV operates in the transportation industry that develops advanced autonomous systems. Founded in 2023, the company is headquartered in Pittsburgh, USA, with a team of 51-200 employees. The company is currently Growth Stage.