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Machine Learning Object Detection Jobs in Indiana

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Machine Learning Object Detection information

What are the key skills and qualifications needed to thrive as a Machine Learning Object Detection Engineer, and why are they important?

To excel as a Machine Learning Object Detection Engineer, you need a solid background in computer science, mathematics, and deep learning principles, often backed by a relevant degree and experience in computer vision. Familiarity with frameworks like TensorFlow, PyTorch, and OpenCV, as well as experience with annotation tools and GPU computing, is typically required. Strong problem-solving abilities, attention to detail, and effective communication are vital soft skills for collaborating with cross-functional teams and addressing complex challenges. These competencies ensure accurate model development, efficient deployment, and continual improvement of object detection systems in real-world applications.

What are some common challenges faced when working on machine learning object detection projects?

One of the main challenges in machine learning object detection roles is dealing with the quality and quantity of annotated data, as accurate labeling is essential for model performance. Another common challenge is managing variations in object scale, lighting, and occlusion within real-world images, which can affect detection accuracy. Additionally, balancing model accuracy with computational efficiency—especially for real-time applications—often requires careful model selection and optimization. Collaboration with data engineers and domain experts is also typical to ensure data relevance and model applicability.

What is machine learning object detection?

Machine learning object detection is a field within artificial intelligence that focuses on identifying and locating objects within images or videos. It uses algorithms and deep learning models, such as convolutional neural networks (CNNs), to analyze visual data and predict the presence and position of various objects. Object detection is widely used in applications like autonomous vehicles, security surveillance, and image search. The process typically involves training models on labeled datasets so they can accurately detect and classify multiple objects in complex scenes.
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Machine Learning Object Detection jobs near you
Inspector Packer - 7am -7pm - $18/hour

Inspector Packer - 7am -7pm - $18/hour

Mauser Packaging Solutions

Indianapolis, IN

$18/hr

Full-time

Posted 17 days ago

Mauser Packaging Solutions rating

7.3

Company rating: 7.3 out of 10

Based on 66 frontline employees who took The Breakroom Quiz

51st of 110 rated packaging manufacturers

Job description

The Inspector / Packer at Mauser Packaging Solutions is responsible for monitoring production lines, inspecting plastic packaging products for quality, and packaging finished goods for shipment. This role supports manufacturing operations by ensuring products meet company standards and are properly prepared for distribution.

Tasks 

  • Read packaging documents to determine product specifications.  
  • Observe machine operations to ensure quality and conformity of products to standards.
  • Remove finished packaged items from the machine and separate rejected items.
  • Stop or reset machines when malfunctions occur, clear machine jams, and report malfunctions to a supervisor.
  • Stock and sort products for packaging or filling machine operation, and replenish packaging supplies, such as wrapping paper, plastic sheets, boxes, cartons, ink, trays, or labels.
  • Inspect and remove defective products and packaging material.
  • Clean and remove damaged or otherwise inferior materials to prepare raw products for processing (break down empty handle boxes).
  • Monitor the production line, watching for problems such as hazards, pile-ups, and product jams
  • Stack finished packaged items, or wrap protective material around each item, and pack the items in cartons or containers (hand stretch wrap finished pallet).
  • Record operational data such as finished and rejected packaged items (identify and categorize defect).
  • Package the product in the form in which it will be sent out. For example: 120 pails per pallet/ 880 covers per pallet.
  • Assemble corrugated shipping containers, trays, and boxes.
  • Perform final inspection of product (check product for de-nest, count covers for proper stack height).

Requirements: 

  • Ability to tell when something is wrong or is likely to go wrong.  It does not involve solving the problem, only recognizing there is a problem (product jamming up under molding machine).
  • Ability to see details at close range (such as color swirls molded in contamination).
  • Ability to match or detect differences between colors, including shades of color and brightness (White or Natural).
  • Ability to make precisely coordinated movement of both arms, hands, and fingers to grasp, manipulate, or assemble small objects (install " vents and push in fittings in line - 12 covers per minute)
  • Ability to quickly and repeatedly bend, stretch, twist, or reach out with your body, arms, and/or legs.
  • Ability to make fast, simple, repeated movement of the fingers, hands, and wrists (install plastic and or wire handles in pails).
  • Oral Comprehension
  • Written Comprehension (direction from packaging documents i.e. pack size C.W.L. location) 
  • Ability to identify or detect differences among product such as flash, mold, contamination, under fill, etc.
  • Ability to quickly and accurately compare similarities and differences among product.  The things to be compared may be presented at the same time or one after the other.  This ability also includes comparing a presented object with a remembered object.
  • Ability to load/unload, or stack products.
     
Do you want to work with people who are dedicated to innovation and making the world a better place? Do you want to build a career with a company that provides opportunities for growth and development?
Mauser Packaging Solutions is that company.
Our mission is to help our customers achieve better sustainability with their packaging. And we do that by giving our people the opportunity to do important work, solve interesting problems and be part of a diverse, forward-looking team.
At Mauser Packaging Solutions, you can be proud to work for a company that's always striving to innovate and serve customers better-and help them be better stewards of the environment.
Whether you're a seasoned professional-or just beginning your career-there's a place where you can help make a difference at Mauser Packaging Solutions. Join us!

Mauser Packaging Solutions is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status.

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About Mauser Packaging Solutions

Sourced by ZipRecruiter

Mauser Packaging Solutions is a global leader in solutions and services across the packaging lifecycle, providing packaging worldwide to companies in industries from food, personal care, paints and chemicals.

Industry

Plastics and rubber products manufacturing

Company size

5,001 - 10,000 Employees

Headquarters location

Oak Brook, IL, US

Year founded

2018

Social media

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