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Machine Learning Engineer Quantization Jobs in Farmville, VA

Geotech-Environmental Solutions, LLC

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Geotechnical Drill Crew Member

Powhatan, VA · On-site

$19 - $22/hr

Comfortable around heavy equipment, rotating machinery, and noise * Self-motivated, willing to ... Learning safe rig operations Certifications (often trained after hire): OSHA 10 within 90 days ...

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All JobsMachine Learning Engineer Quantization JobsMachine Learning Engineer Quantization Jobs in Farmville, VA

Machine Learning Engineer Quantization information

See Farmville, VA salary details

$29.7K

$121.2K

$182.2K

How much do machine learning engineer quantization jobs pay per year?

As of Aug 5, 2026, the average yearly pay for machine learning engineer quantization in Farmville, VA is $121,245.00, according to ZipRecruiter salary data. Most workers in this role earn between $95,600.00 and $145,900.00 per year, depending on experience, location, and employer.

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 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 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?

AspectMachine Learning Engineer QuantizationData Scientist
Required CredentialsBachelor's or master's in CS, ML, or related; certifications in ML or AIBachelor's or master's in statistics, CS, or related; certifications in data analysis or statistics
Work EnvironmentDeveloping optimized ML models, deploying quantized models for efficiencyAnalyzing data, building predictive models, interpreting results
Industry UsageTech companies, AI hardware firms, embedded systemsFinance, 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 cities near Farmville, VA are hiring for Machine Learning Engineer Quantization jobs? Cities near Farmville, VA with the most Machine Learning Engineer Quantization job openings:
Machine Learning Engineer Quantization jobs near you

Geotechnical Drill Crew Member

Geotech-Environmental Solutions, LLC

Powhatan, VA • On-site

$19 - $22/hr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 2 days ago

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Job description



• Able to lift 50–75+ lbs. repeatedly

• Comfortable working outdoors in all weather

• Able to work long hours, early mornings, and occasional overtime

• Comfortable around heavy equipment, rotating machinery, and noise

• Self-motivated, willing to travel, available Monday–Friday (occasional weekend/night/out-of-town work)


Typical Duties:


• Handling drill tooling, assisting with rig setup/breakdown

• Spotting, shoveling, lifting, greasing, fueling

• Site cleanup and organization

• Learning safe rig operations


Certifications (often trained after hire): OSHA 10 within 90 days, First Aid/CPR within 1 year.



Company Description

G-ES provides third-party inspections and sub-contracted geotechnical exploration services to various clients throughout the go DMV. We inspect new foundations, framing, foundation improvement installations, waterproofing etc. We also provide engineering consulting related to structural/geotechnical design and analysis. We are a small business that was established in 2010 and haven't stopped growing.

In addition we have a fleet of geotechnical drill rigs to facilitate our subcontracted and in-house drilling needs.