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Synthetic Data Generation Jobs in Iowa (NOW HIRING)

$15 - $40/hr

Develop synthetic data generation and simulation workflows to improve model robustness and reduce data collection costs. * Collaborate with CVML, robotics, software, systems, and product engineering ...

$15 - $40/hr

Develop synthetic data generation and simulation workflows to improve model robustness and reduce data collection costs. * Collaborate with CVML, robotics, software, systems, and product engineering ...

Use AI tooling to improve product workflows, including requirements synthesis, AI-assisted SQL validation, catalog generation, and data pattern analysis Drive Adoption and Measure Impact * Define ...

Organic Chemistry 2 Tutor

Ames, IA · Remote

$18 - $40/hr

... generation, and engagement features, helping you save prep time and focus on impactful teaching ... Guides students through designing multistep synthesis routes, predicting regiochemistry and ...

... generation, and engagement features, helping you save prep time and focus on impactful teaching ... Guides students through designing multistep synthesis routes, predicting regiochemistry and ...

... generation, and engagement features, helping you save prep time and focus on impactful teaching ... Guides students through structure determination from spectral data, multi-step synthesis planning ...

Organic Chemistry Tutor

Ames, IA · Remote

$18 - $40/hr

... generation, and engagement features, helping you save prep time and focus on impactful teaching ... Guides students through structure determination from spectral data, multi-step synthesis planning ...

POSTDOCTORAL SCHOLAR

Iowa City, IA · On-site

$58 - $66/hr

Collect, analyze, interpret, and present research data. * Prepare manuscripts, grant proposals, and ... Biodegradable polymer synthesis, modification, and characterization, * Surface functionalization ...

Claude Tutor

Ames, IA · Remote

$18 - $40/hr

... generation, and engagement features, helping you save prep time and focus on impactful teaching ... synthesis, code review, writing feedback, and data interpretation. Emphasizes critical thinking ...

Claude Tutor

Iowa City, IA · Remote

$18 - $40/hr

... generation, and engagement features, helping you save prep time and focus on impactful teaching ... synthesis, code review, writing feedback, and data interpretation. Emphasizes critical thinking ...

AP Biology Tutor

Ames, IA · Remote

$18 - $40/hr

... generation, and engagement features, helping you save prep time and focus on impactful teaching ... synthesis, and signal transduction pathways. Guides students through experimental design, data ...

AP Biology Tutor

Iowa City, IA · Remote

$18 - $40/hr

... generation, and engagement features, helping you save prep time and focus on impactful teaching ... synthesis, and signal transduction pathways. Guides students through experimental design, data ...

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Synthetic Data Generation information

What is synthetic data generation?

Synthetic data generation is the process of creating artificial datasets that mimic real-world data. This technique is used to supplement or replace actual data for purposes such as machine learning, software testing, and research, especially when real data is scarce, sensitive, or costly to obtain. Synthetic data can help improve model accuracy, protect privacy, and enable innovation by providing diverse and unbiased datasets. It is commonly used in fields like healthcare, finance, and autonomous vehicles.

What are the key skills and qualifications needed to thrive in synthetic data generation?

To excel in a Synthetic Data Generation role, you need a solid background in computer science, statistics, and data science, often supported by a relevant degree and experience in machine learning. Familiarity with tools such as Python, TensorFlow, PyTorch, and synthetic data generation platforms, as well as knowledge of privacy-preserving techniques, is typically required. Strong problem-solving abilities, creativity, and effective communication set top performers apart in this field. These skills and qualities are crucial for creating high-quality, realistic synthetic datasets that support robust AI model development while safeguarding sensitive information.

What are the main challenges faced by professionals working in synthetic data generation, and how can they be addressed?

Professionals in synthetic data generation often encounter challenges such as ensuring the generated data accurately represents real-world scenarios while maintaining privacy and data security. Balancing realism with anonymization is crucial, especially when synthetic data is used for AI model training or testing. Collaboration with data scientists, domain experts, and privacy officers is common to validate data utility and compliance with regulations. Staying current with advances in generative models and data validation techniques also helps address these challenges and contributes to career growth in this rapidly evolving field.

What is the difference between Synthetic Data Generation vs Data Analyst?

AspectSynthetic Data GenerationData Analyst
Required CredentialsKnowledge of data science, programming, and data privacyDegree in statistics, data science, or related field
Work EnvironmentData science teams, research labs, tech companiesBusiness environments, analytics teams, consulting firms
Industry UsageAI development, machine learning, data privacyBusiness insights, reporting, decision-making
Search & Comparison IntentUnderstanding data generation techniques, privacy solutionsAnalyzing data, generating reports, insights

While Synthetic Data Generation focuses on creating artificial data for privacy and model training, Data Analysts interpret existing data to provide business insights. Both roles require data-related skills but serve different purposes within the data ecosystem.

What are popular job titles related to Synthetic Data Generation jobs in Iowa?

For Synthetic Data Generation jobs in Iowa, the most frequently searched job titles are:

What job categories do people searching Synthetic Data Generation jobs in Iowa look for?

The top searched job categories for Synthetic Data Generation jobs in Iowa are:

Part-Time Student - Robotics Engineer - Ames, IA or Urbandale, IA

John Deere

$15 - $40/hr

Part-time

Medical, Retirement, PTO

Posted 4 days ago


John Deere rating

7.7

Company rating: 7.7 out of 10

Based on 295 frontline employees who took The Breakroom Quiz

191st of 545 rated manufacturers


Job description

There are over 7 billion people on this planet. And by 2050, there will be 2 billion more... many moving into urban centers at an unprecedented rate. Making sure there is enough food, fiber and infrastructure for our rapidly growing world is what we're all about at John Deere. And it's why we're investing in our people and our technology like never before! Here the world's brightest minds are tackling the world's biggest challenges. If you believe one person can make the world a better place, we'll put you to work. RIGHT NOW.

John Deere is an equal opportunity employer, including disabled & veterans.

Primary Location: United States (US) - Iowa - Ames Function: Product Engineering (CA) Title: Part-Time Student - Robotics Engineer - Ames, IA or Urbandale, IA - 123583 Onsite/Remote: Onsite Position

Note: Relocation assistance is not provided.

The Part-Time Student Program is primarily designed to augment the Company's regular full-time staff and is for students who work in parallel to their school schedule YEAR-ROUND .

Your Responsibilities

As a Part-Time Student Robotics Engineer for John Deere located in Ames, IA, or Urbandale, IA , you will:

  • Design, develop, and optimize robotics, perception, and AI technologies that enable automation and autonomy solutions for John Deere products.
  • Develop production-quality software and algorithms for deployment on real-time edge-compute platforms.
  • Research, develop, and evaluate computer vision, machine learning, and deep learning algorithms for perception and decision-making systems.
  • Develop and train multi-modal AI models using camera imagery, machine telemetry, CAN signals, and other sensor data.
  • Develop synthetic data generation and simulation workflows to improve model robustness and reduce data collection costs.
  • Collaborate with CVML, robotics, software, systems, and product engineering teams to integrate perception capabilities into John Deere platforms.

This position is not available to students on immigration visas

What Skills You Need

  • Pursuing a Bachelor's, Master's, or PhD degree in: Computer Science, Robotics, Computer Engineering, Electrical Engineering, Machine Learning/Artificial Intelligence, Data Science, Applied Mathematics; other fields may apply.
  • Strong programming skills in Python and/or C++.
  • Experience with machine learning and deep learning frameworks such as PyTorch or TensorFlow.
  • Experience with computer vision libraries such as OpenCV.
  • Understanding of machine learning fundamentals, neural networks, and model development workflows.
  • Experience working with real-world data through academic projects, internships, research, or personal projects.
  • Strong communication and collaboration skills.
  • Ability to work independently while contributing effectively within a multidisciplinary team.
  • Graduation date of May 2027 or later.
  • Available to work during the academic year (16-20 hours weekly).
  • Available to work during the summer semester (30-40 hours weekly).
  • Must be registered as a full-time student at a U.S/local accredited university/college
  • Cumulative GPA of 2.8 or above.
  • Must be able to be onsite at the work location in Urbandale, IA during the summer semester on a daily basis OR onsite at the John Deere Ames Research Park during the school year. NOTE: Relocation assistance is not provided.

What Makes You Stand Out

  • Hands-on experience developing computer vision, machine learning, perception, or robotics solutions.
  • Experience with foundation models, generative AI, large vision-language models, or multimodal learning.
  • Experience with 3D perception, structure-from-motion, neural rendering, Gaussian Splatting, NeRFs, SLAM, or mapping technologies.
  • Strong mathematical background in linear algebra, probability, optimization, and statistics.
  • Passion for innovation, autonomous systems, robotics, and solving real-world customer problems.

Competencies

To reference the competencies associated with the job posting, please use the Job Description Catalog and search for the GJE job

At John Deere, you are empowered to create a career that will take you to where you want to go while working in an inclusive team environment. Here, you'll enjoy the freedom to explore new projects, the support to think outside the box and the advanced tools and technology that foster innovation and achievement. Additionally, we offer a comprehensive reward package to help you get started on your new career path, including:

  • Flexible work arrangements
  • Highly competitive base pay
  • Savings & Retirement benefits (401K and Defined Benefit Pension)
  • Healthcare benefits with a generous company contribution in the Health Savings Account
  • Adoption assistance
  • Employee Assistance Programs
  • Tuition assistance
  • Fitness subsidies and on-site gyms at specific Deere locations
  • Charitable contribution match
  • Employee Purchase Plan & numerous discount programs for personal use
  • Vacation and Holiday Pay

$15 - $40 hourly based on published rates for business function and education level.

Follow this link to learn more about our Total Rewards Package

Must be 18 years of age or older to apply

The information contained herein is not intended to be an exhaustive list of all responsibilities and qualifications required of individuals performing the job. The qualifications detailed in this job description are not considered the minimum requirements necessary to perform the job, but rather as guidelines.

The terms of the applicable benefit plans, and all company actions administering or interpreting these plans, continue to control. Deere & Company reserves the right to suspend, amend, modify, or terminate the Plan(s) in any manner at any time, including the right to modify or eliminate any cost-sharing between the company and participants. Changes, which can be made at any time, are made by action of the company's board of directors, or to the extent authorized by resolution of its board of directors, or by the Deere & Company Compensation Committee. In the event of a conflict between the language of the official Plan Documents and this document, the language of the official Plan Documents will control.

ACA Section 1557 Nondiscrimination Notice

The John Deere Health Benefit Plans for Salaried Employees and The John Deere Benefit Plan for Wage Employees comply with applicable Federal civil rights laws and do not discriminate on the basis of race, religion, color, national origin, sex, age, sexual orientation, gender identity or expression, status as a protected veteran, or status as a qualified individual with disability.

Nearest Major Market: Ames Nearest Secondary Market: Des Moines Job Segment: Computer Science, Electrical Engineering, Engineer, Intern, Electrical, Technology, Engineering, Entry Level


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