Software Engineer
Idaho Falls, ID · On-site
... and machine learning tools to drive innovation in healthcare. • Invent better ways to reduce ... Engineering, Computer Engineering, or a related field • A history of academic excellence or ...
Software Engineer
Idaho Falls, ID · On-site
... and machine learning tools to drive innovation in healthcare. • Invent better ways to reduce ... Engineering, Computer Engineering, or a related field • A history of academic excellence or ...
AI/ML Software Developer
Nampa, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Nampa, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Meridian, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Meridian, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Boise, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Boise, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Rexburg, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Rexburg, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Moscow, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
AI/ML Software Developer
Moscow, ID · Remote
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
... for machine learning pipelines, feature engineering, and model lifecycle management - Implements model monitoring, performance validation, traceability, and reproducibility of AI artifacts ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
This role requires a combination of expertise in machine learning, natural language processing, software engineering, and automation frameworks to drive efficiency and innovation in business ...
Nuclear Data Scientist
Idaho Falls, ID · On-site
Apply nuclear engineering domain knowledge to identify opportunities for machine learning and data-driven analysis within nuclear systems, operations, or research programs. * Support the development ...
Nuclear Data Scientist
Idaho Falls, ID · On-site
Apply nuclear engineering domain knowledge to identify opportunities for machine learning and data-driven analysis within nuclear systems, operations, or research programs. * Support the development ...
Apply nuclear engineering domain knowledge to identify opportunities for machine learning and data-driven analysis within nuclear systems, operations, or research programs. * Support the development ...
Apply nuclear engineering domain knowledge to identify opportunities for machine learning and data-driven analysis within nuclear systems, operations, or research programs. * Support the development ...
Nuclear Data Scientist
Idaho Falls, ID · On-site
Serve as a primary technical authority on the intersection of nuclear engineering and machine learning within the program. * Lead the scoping, design, and technical oversight of ML-assisted analyses ...
Nuclear Data Scientist
Idaho Falls, ID · On-site
Serve as a primary technical authority on the intersection of nuclear engineering and machine learning within the program. * Lead the scoping, design, and technical oversight of ML-assisted analyses ...
Machine Learning Engineer Quantization information
What are the key skills and qualifications needed to thrive as a Machine Learning Engineer Quantization, and why are they important?
To thrive as a Machine Learning Engineer Quantization, you need a solid background in machine learning, deep learning, and computer science, typically supported by a degree in a related field. Familiarity with quantization techniques, frameworks such as TensorFlow Lite or PyTorch, and experience with hardware accelerators are crucial. Strong problem-solving skills, attention to detail, and effective collaboration set top performers apart. These capabilities are vital for efficiently deploying high-performing models on resource-constrained devices and ensuring scalable, real-world AI solutions.
What are some common challenges Machine Learning Engineers face when implementing quantization techniques in production models?
Machine Learning Engineers working on quantization often encounter challenges such as balancing reduced model size and computational efficiency with maintaining acceptable accuracy levels. Adapting quantization methods to different hardware platforms can also require significant testing and optimization. Additionally, engineers must frequently address compatibility issues with existing deployment pipelines and ensure that quantization-aware training is properly integrated to minimize performance degradation. Collaboration with hardware and software teams is essential to streamline deployment and achieve optimal results.
What does a Machine Learning Engineer Quantization do?
A Machine Learning Engineer specializing in quantization focuses on optimizing machine learning models by reducing their size and computational requirements without significantly sacrificing accuracy. This involves converting model parameters and computations from high-precision formats (like 32-bit floating point) to lower-precision formats (such as 8-bit integers). Quantization enables faster inference, lower memory usage, and allows models to run efficiently on edge devices and mobile platforms. These engineers work closely with data scientists and hardware teams to implement, test, and validate quantized models in production environments.
What is the difference between Machine Learning Engineer Quantization vs Data Scientist?
| Aspect | Machine Learning Engineer Quantization | Data Scientist |
|---|---|---|
| Required Credentials | Bachelor's or master's in CS, ML, or related; certifications in ML or AI | Bachelor's or master's in statistics, CS, or related; certifications in data analysis or statistics |
| Work Environment | Developing optimized ML models, deploying quantized models for efficiency | Analyzing data, building predictive models, interpreting results |
| Industry Usage | Tech companies, AI hardware firms, embedded systems | Finance, healthcare, marketing, research institutions |
Machine Learning Engineer Quantization focuses on optimizing ML models for deployment efficiency, often working closely with hardware and software teams. Data Scientists analyze data and build models for insights. While both roles require ML knowledge, quantization engineers specialize in model compression techniques, whereas data scientists focus on data analysis and interpretation.
What are popular job titles related to Machine Learning Engineer Quantization jobs in Idaho? For Machine Learning Engineer Quantization jobs in Idaho, the most frequently searched job titles are:
What job categories do people searching Machine Learning Engineer Quantization jobs in Idaho look for? The top searched job categories for Machine Learning Engineer Quantization jobs in Idaho are:
What cities in Idaho are hiring for Machine Learning Engineer Quantization jobs? Cities in Idaho with the most Machine Learning Engineer Quantization job openings:
Job description
Job Summary:
Epic is a leading healthcare software company that develops software impacting the lives of millions of patients. As a software developer, you will write innovative software solutions using modern methodologies and technologies to enhance healthcare delivery.
Responsibilities:
• Write software that impacts the lives of 325 million patients around the world.
• Use modern development methodologies and employ user-centered design, analytics, and machine learning tools to drive innovation in healthcare.
• Invent better ways to reduce medical errors, streamline record sharing between hospitals, and provide the quality of care a patient deserves.
Qualifications:
Required:
• Relocation to the Madison, WI area (Reimbursed)
• BS/BA or greater in Computer Science, Mathematics, Software Engineering, Computer Engineering, or a related field
• A history of academic excellence or professional success
• Eligible to work in the United States without visa sponsorship (persons with appropriate qualifications and eligible for TN status under NAFTA may apply)
• COVID-19 vaccination
Company:
Epic develops healthcare software that helps people get well, stay well, and help future generations be healthier. Founded in 1979, the company is headquartered in Verona, USA, with a team of 10001+ employees. The company is currently Late Stage.
Epic is a leading healthcare software company that develops software impacting the lives of millions of patients. As a software developer, you will write innovative software solutions using modern methodologies and technologies to enhance healthcare delivery.
Responsibilities:
• Write software that impacts the lives of 325 million patients around the world.
• Use modern development methodologies and employ user-centered design, analytics, and machine learning tools to drive innovation in healthcare.
• Invent better ways to reduce medical errors, streamline record sharing between hospitals, and provide the quality of care a patient deserves.
Qualifications:
Required:
• Relocation to the Madison, WI area (Reimbursed)
• BS/BA or greater in Computer Science, Mathematics, Software Engineering, Computer Engineering, or a related field
• A history of academic excellence or professional success
• Eligible to work in the United States without visa sponsorship (persons with appropriate qualifications and eligible for TN status under NAFTA may apply)
• COVID-19 vaccination
Company:
Epic develops healthcare software that helps people get well, stay well, and help future generations be healthier. Founded in 1979, the company is headquartered in Verona, USA, with a team of 10001+ employees. The company is currently Late Stage.