... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Pensacola, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Pensacola, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Lake Worth, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Lake Worth, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Miami, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Miami, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Hialeah, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Hialeah, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Melbourne, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
Machine Learning Engineer
Melbourne, FL · On-site
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
... deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed ... HPC (AWS, GCP, SLURM, or Ray) Solid understanding of evaluation methodology -- held-out sets ...
AWS * Machine Learning * Predictive Analytics * Advanced Statistical Modeling * Cloud Data Platforms Required Qualifications: * Bachelor\'s or Master\'s Degree in Data Science, Statistics, Computer ...
Quick apply
AWS * Machine Learning * Predictive Analytics * Advanced Statistical Modeling * Cloud Data Platforms Required Qualifications: * Bachelor\'s or Master\'s Degree in Data Science, Statistics, Computer ...
The Senior Director of Machine Learning and Artificial Intelligence will be a strategic leader ... High-level architectural understanding of MLOps, LLMOps, cloud infrastructure (AWS/GCP/Azure), and ...
The Senior Director of Machine Learning and Artificial Intelligence will be a strategic leader ... High-level architectural understanding of MLOps, LLMOps, cloud infrastructure (AWS/GCP/Azure), and ...
The Senior Director of Machine Learning and Artificial Intelligence will be a strategic leader ... High-level architectural understanding of MLOps, LLMOps, cloud infrastructure (AWS/GCP/Azure), and ...
The Senior Director of Machine Learning and Artificial Intelligence will be a strategic leader ... High-level architectural understanding of MLOps, LLMOps, cloud infrastructure (AWS/GCP/Azure), and ...
AI & Machine Learning Engineer
Saint Petersburg, FL · On-site
$105K - $127K/yr
Strong working knowledge of machine learning methodologies, including supervised learning (e.g ... Skilled in cloud-based ML development and deployment on platforms such as AWS, Azure, or Google ...
AI & Machine Learning Engineer
Saint Petersburg, FL · On-site
$105K - $127K/yr
Strong working knowledge of machine learning methodologies, including supervised learning (e.g ... Skilled in cloud-based ML development and deployment on platforms such as AWS, Azure, or Google ...
Machine Learning (ML) Administrator LCAT: Senior Location: SOUTHCOM HQ, Doral, FL / Off-site Office ... AWS, Azure, and GCP. * Proposed personnel possess the knowledge and capability to support ...
Machine Learning (ML) Administrator LCAT: Senior Location: SOUTHCOM HQ, Doral, FL / Off-site Office ... AWS, Azure, and GCP. * Proposed personnel possess the knowledge and capability to support ...
Machine Learning (ML) Administrator - Sr
Miami, FL · On-site
$82K - $111K/yr
Machine Learning (ML) Administrator LCAT: Senior Location: SOUTHCOM HQ, Doral, FL / Off-site Office ... AWS, Azure, and GCP. * Proposed personnel possess the knowledge and capability to support ...
Quick apply
Machine Learning (ML) Administrator - Sr
Miami, FL · On-site
$82K - $111K/yr
Machine Learning (ML) Administrator LCAT: Senior Location: SOUTHCOM HQ, Doral, FL / Off-site Office ... AWS, Azure, and GCP. * Proposed personnel possess the knowledge and capability to support ...
AI & Machine Learning Engineer
Saint Petersburg, FL · On-site
$105K - $127K/yr
Strong working knowledge of machine learning methodologies, including supervised learning (e.g ... Skilled in cloud-based ML development and deployment on platforms such as AWS, Azure, or Google ...
AI & Machine Learning Engineer
Saint Petersburg, FL · On-site
$105K - $127K/yr
Strong working knowledge of machine learning methodologies, including supervised learning (e.g ... Skilled in cloud-based ML development and deployment on platforms such as AWS, Azure, or Google ...
Independent Contractor Aws Machine Learning information
What skills and qualifications are needed to thrive as an independent contractor AWS machine learning?
To thrive as an Independent Contractor AWS Machine Learning Specialist, you need expertise in machine learning algorithms, data analysis, and proficiency with Python, as well as a strong understanding of AWS services like SageMaker and Lambda. Familiarity with cloud-based ML tools, experience with data pipelines, and AWS certifications such as AWS Certified Machine Learning – Specialty are highly valued. Exceptional problem-solving, communication, and project management skills help you collaborate with clients and deliver solutions efficiently. These skills ensure you can design, implement, and optimize machine learning models in scalable cloud environments, meeting diverse client needs.
What does an independent contractor AWS machine learning do?
An Independent Contractor specializing in AWS Machine Learning works on a freelance or contract basis to design, develop, and deploy machine learning solutions using Amazon Web Services. They may help clients with data preparation, model training, and integration of machine learning models into existing systems using AWS tools like SageMaker, Lambda, and S3. Their responsibilities often include consulting on best practices, optimizing workflows, and ensuring scalable, secure machine learning infrastructures in the cloud.
What is the difference between Independent Contractor Aws Machine Learning vs Data Scientist?
| Aspect | Independent Contractor Aws Machine Learning | Data Scientist |
|---|---|---|
| Credentials | Certifications in AWS, Machine Learning, and cloud computing | Degree in Data Science, Statistics, or related field; often certifications like SAS or Python |
| Work Environment | Freelance, project-based, remote or on-site in cloud environments | Full-time, corporate or research settings, often in office or remote |
| Employer & Industry | Clients across various industries using AWS cloud services | Organizations in tech, finance, healthcare, and research sectors |
While both roles involve data analysis and machine learning, an Independent Contractor Aws Machine Learning specializes in deploying models on AWS cloud platforms as a freelancer, whereas a Data Scientist typically works within organizations analyzing data and building models in a more permanent role.
What are common challenges faced by independent contractors working on AWS machine learning projects, and how can they be managed?
Independent contractors in AWS Machine Learning often face challenges such as staying updated with rapidly evolving AWS services, managing project scope with limited resources, and ensuring data security and compliance. To address these, it's important to regularly participate in AWS training, maintain clear communication with clients about project expectations, and follow best practices for security and data handling. Proactively setting up efficient workflows and leveraging AWS documentation and community forums can also help manage technical and logistical hurdles.
What are the most commonly searched types of Aws Machine Learning jobs in Florida? The most popular types of Aws Machine Learning jobs in Florida are:
What are popular job titles related to Independent Contractor Aws Machine Learning jobs in Florida? For Independent Contractor Aws Machine Learning jobs in Florida, the most frequently searched job titles are:
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Full-time
Re-posted 20 days ago
Job description
About Us
We are AI researchers and builders who understand how to curate data and RL environments that truly improve models. We curated OpenThoughts, one of the best open reasoning datasets, and have trained SOTA models such as Bespoke-MiniCheck and Bespoke-MiniChart.
We are embarked on a journey to build Environments that are entire digital worlds that can be used to push the frontier of agents.
What You'll Be Working On
You will work directly with our research team on RL environment and task creation for agent training. This means designing observation spaces, action spaces, reward signals, and success criteria for new environments — and building the infrastructure that makes world-scale RL training possible. This is a high-ownership role; you will be building novel systems, not maintaining legacy ones.
Must-Have Skills
3+ years of ML engineering experience — model training, fine-tuning, or post-training pipelines in research or production
Strong Python and deep learning proficiency (PyTorch preferred; familiar with training loops, optimizers, mixed precision)
Hands-on experience with LLM post-training — SFT, RLHF, PPO, DPO, or reward model training — and understanding of how training data quality affects model behavior
Familiarity with RL frameworks (Gymnasium, dm_env) and the ability to design or modify reward functions for agent training objectives
Experience running experiments at scale on cloud or HPC (AWS, GCP, SLURM, or Ray)
Solid understanding of evaluation methodology — held-out sets, benchmark design, avoiding train/eval contamination