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Machine Learning Engineer Quantization Jobs in Auburndale, FL

Flow Control Group Company

Warehouse Associate

Lakeland, FL · On-site

$14.25 - $16.75/hr

... and engineered equipment for industrial applications. With a focus on technical expertise and ... Operate heavy machinery, such as forklifts, to move and store inventory (if qualified). * Wear ...

Atlas Copco

Pump Repair Technician - FL

Thonotosassa, FL · On-site

$16.50 - $22.50/hr

... machines in compliance with safety standards. • Take pictures of incoming pumps, outgoing pumps ... Lifelong learning and career growth * Innovation powered by people * Comprehensive compensation and ...

Atlas Copco

Pump Repair Technician - FL

Thonotosassa, FL · On-site

$16.50 - $22.50/hr

... machines in compliance with safety standards. • Take pictures of incoming pumps, outgoing pumps ... Lifelong learning and career growth * Innovation powered by people * Comprehensive compensation and ...

Atlas Copco

Pump Repair Technician - FL

Thonotosassa, FL · On-site

$16.50 - $22.50/hr

... machines in compliance with safety standards. • Take pictures of incoming pumps, outgoing pumps ... Lifelong learning and career growth * Innovation powered by people * Comprehensive compensation and ...

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All JobsMachine Learning Engineer Quantization JobsMachine Learning Engineer Quantization Jobs in Auburndale, FL

Machine Learning Engineer Quantization information

See Auburndale, FL salary details

$26.9K

$109.9K

$165.1K

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

As of Sep 8, 2026, the average yearly pay for machine learning engineer quantization in Auburndale, FL is $109,863.00, according to ZipRecruiter salary data. Most workers in this role earn between $86,600.00 and $132,200.00 per year, depending on experience, location, and employer.

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 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 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 job categories do people searching Machine Learning Engineer Quantization jobs in Auburndale, FL look for?

The top searched job categories for Machine Learning Engineer Quantization jobs in Auburndale, FL are:

What cities near Auburndale, FL are hiring for Machine Learning Engineer Quantization jobs?

Cities near Auburndale, FL with the most Machine Learning Engineer Quantization job openings:

Machine Learning Engineer Quantization jobs near you

Warehouse Associate

Flow Control Group Company

Lakeland, FL • On-site

$14.25 - $16.75/hr

Other

Medical, Dental, Vision, Retirement, PTO

Re-posted yesterday

Job description

Company: Centrex Technical Sales
About Us:
Centrex is a leading provider of process and flow control solutions, specializing in pumps, filtration systems, valves, and engineered equipment for industrial applications. With a focus on technical expertise and customer-driven service, we support a wide range of industries-including chemical processing, water treatment, and manufacturing-with tailored, high-performance solutions. Our team partners with top-tier manufacturers to deliver reliable systems that keep operations running efficiently and safely.
Visit our website: https://gocentrex.com/
Centrex Technical Sales is seeking an organized and motivated general warehouse associate to join our team. The warehouse associate will be responsible for assisting the Warehouse Manager and other members within the warehouse team in ensuring inventory is processed, organized, and stored. The warehouse assistant will assist in helping with packaging and prepare orders for delivery. The ideal candidate is comfortable working on their feet, focused on meeting quotas, and experienced in inventory software and databases. The warehouse associate will also make deliveries via truck or flatbed, operate heavy machinery, and drive equipment, so a candidate with experience and a valid driver's license is required.
Inventory Management
  • Receive, sort, and organize incoming stock, storing it in designated locations.
  • Process inventory for delivery, ensuring accuracy.
  • Move inventory and materials throughout the facility.
  • Stack and organize large bulk items.
  • Update inventory logs and documentation.
  • Report damaged or missing inventory to supervisors.
Order Fulfillment and Delivery
  • Package items and label them correctly for shipment.
  • Prepare orders for delivery.
  • Deliver orders to customers in a safe, efficient, and professional manner.
  • Move materials from facilities to workstations, pick-up locations, or other locations.
Equipment Operation and Safety:
  • Operate heavy machinery, such as forklifts, to move and store inventory (if qualified).
  • Wear appropriate safety gear at all times.
  • Ensure the workspace is free of debris and remove safety hazards from aisles.
General Warehouse Duties
  • Remove inventory from trucks or shipping and deliver it to the proper locations.
  • Maintain a clean and organized work environment.
  • Work as an active team member to achieve team goals.
Education and Certifications
  • High school diploma or equivalent.
  • Valid driver's license.
  • License or certification to operate heavy machinery (e.g., forklift) as required by state regulations.
Physical Abilities
  • Ability to stand, sit, move, squat, walk, and climb throughout the shift.
  • Ability to lift and carry up to 75 pounds or more.
Work Schedule and Environment
  • Ability to work in a fast-paced environment.
  • Flexibility to work evenings and occasional weekends.
Skills and Competencies
  • Excellent verbal and written communication skills.
  • Familiarity with inventory software and the ability to input data accurately.
  • Ability to work independently.
  • Strong attention to detail and ability to monitor inventory quality.
  • Highly organized with efficient storage practices.
Compliance and Safety
  • Ability to follow all health and safety procedures and regulations as mandated by the organization and state.

#flowcontrolgroup
#manycompaniesoneteam
#fcgcareers
#FCG-m
Centrex Technical Sales operates as a vital subsidiary within Flow Control Group (FCG), a prominent holdings company that is a leading solutions provider focused on technically oriented products and services for flow control, fluid handling and process, industrial automation, and life sciences with locations throughout North America. As a critical intermediary between over 3,000 suppliers and 15,000 customers, over 90 brand companies, and close to 1,700 employees, FCG's distribution and technical expertise serve an essential function in the movement of mission-critical components to a diverse array of end markets and applications.
Why Build a Career with Us?
Everyone's an Owner of the Company: Because every team member contributes to Flow Control Group's success, everyone has the benefits of ownership! Flow Control Group has a broad-based employee ownership program extended to every employee within our portfolio companies.
Competitive Benefits: Enjoy an attractive benefits package that includes Medical, Dental and Vision insurance (among other plans), competitive 401(k) matching program, career growth opportunities, employee referral program, paid time off and holidays, as well as parental leave.
Training: FCG University learning and training platform available to all employees offering over 80k courses.
Career Growth Opportunities: At Flow Control Group, we are committed to your professional development. With a vast network of over 100 brands across North America, we provide unparalleled opportunities for growth and advancement. Whether you're just starting your career or looking to take it to the next level, we offer custom training programs, mentorship, and a supportive environment to help you achieve your goals. Join us and be part of a dynamic team where your contributions make a real impact.
Equal Opportunity Employer: Flow Control Group is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or any other legally protected characteristics.

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