Read eval signal and training curves to determine whether a change actually helped, and feed findings back to the research and environment teams * Integrate RL environments into the training stack ...
Read eval signal and training curves to determine whether a change actually helped, and feed findings back to the research and environment teams * Integrate RL environments into the training stack ...
Electric Machine Control, Inc. is looking for a Field Service Control Technician to play a key role ... Interpret and work from electrical drawings, manuals, and test equipment (voltmeters, signal meters ...
Electric Machine Control, Inc. is looking for a Field Service Control Technician to play a key role ... Interpret and work from electrical drawings, manuals, and test equipment (voltmeters, signal meters ...
Electric Machine Control, Inc. is looking for a Field Service Control Technician to play a key role ... Interpret and work from electrical drawings, manuals, and test equipment (voltmeters, signal meters ...
Electric Machine Control, Inc. is looking for a Field Service Control Technician to play a key role ... Interpret and work from electrical drawings, manuals, and test equipment (voltmeters, signal meters ...
Senior Machine Learning Engineer
Atlanta, GA · On-site
$100K - $138K/yr
As a Machine Learning Engineer at FanDuel, you will help us unlock the full potential of our vast ... model signals to optimize relevance and user experience * Contributing to the design and ...
Senior Machine Learning Engineer
Atlanta, GA · On-site
$100K - $138K/yr
As a Machine Learning Engineer at FanDuel, you will help us unlock the full potential of our vast ... model signals to optimize relevance and user experience * Contributing to the design and ...
Senior Machine Learning Engineer
Atlanta, GA · On-site
$100K - $138K/yr
As a Machine Learning Engineer at FanDuel, you will help us unlock the full potential of our vast ... model signals to optimize relevance and user experience * Contributing to the design and ...
Senior Machine Learning Engineer
Atlanta, GA · On-site
$100K - $138K/yr
As a Machine Learning Engineer at FanDuel, you will help us unlock the full potential of our vast ... model signals to optimize relevance and user experience * Contributing to the design and ...
Senior Machine Learning Engineer
Atlanta, GA · On-site
$100K - $138K/yr
As a Machine Learning Engineer at FanDuel, you will help us unlock the full potential of our vast ... model signals to optimize relevance and user experience * Contributing to the design and ...
Senior Machine Learning Engineer
Atlanta, GA · On-site
$100K - $138K/yr
As a Machine Learning Engineer at FanDuel, you will help us unlock the full potential of our vast ... model signals to optimize relevance and user experience * Contributing to the design and ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... Search relevance and ranking - Improving search relevance by incorporating signals from various ...
Senior Machine Learning Engineer
$100K - $138K/yr
Senior Machine Learning Engineer Team: Data & Audience Platform (DAP) - ML Engineering What We Do ... We turn first-party signals from hundreds of millions of viewers into production ML systems that ...
Senior Machine Learning Engineer
$100K - $138K/yr
Senior Machine Learning Engineer Team: Data & Audience Platform (DAP) - ML Engineering What We Do ... We turn first-party signals from hundreds of millions of viewers into production ML systems that ...
Operator/Helper
Valdosta, GA · On-site
$18.50/hr
... moving machinery. Daily responsibilities include operating switches and brakes, coupling and ... signals, and operating procedures • Inspect locomotives prior to operation • Operate hand and ...
Operator/Helper
Valdosta, GA · On-site
$18.50/hr
... moving machinery. Daily responsibilities include operating switches and brakes, coupling and ... signals, and operating procedures • Inspect locomotives prior to operation • Operate hand and ...
Operator/Helper
Valdosta, GA · On-site
$18.50/hr
... moving machinery. Daily responsibilities include operating switches and brakes, coupling and ... signals, and operating procedures Inspect locomotives prior to operation Operate hand and ground ...
Operator/Helper
Valdosta, GA · On-site
$18.50/hr
... moving machinery. Daily responsibilities include operating switches and brakes, coupling and ... signals, and operating procedures Inspect locomotives prior to operation Operate hand and ground ...
Millwright - Cartersville, GA
Atlanta, GA · On-site
$55 - $85/hr
Control, manipulate, fabricate, and repair machinery, iron/metal and support structures. Requires the use of hand, flag, and/or verbal signals to communicate to operators and others. Millwrights may ...
Millwright - Cartersville, GA
Atlanta, GA · On-site
$55 - $85/hr
Control, manipulate, fabricate, and repair machinery, iron/metal and support structures. Requires the use of hand, flag, and/or verbal signals to communicate to operators and others. Millwrights may ...
Signal Machine information
What is a signal machine?
A Signal Machine, often referred to as a railroad signal maintainer, is a professional responsible for installing, inspecting, maintaining, and repairing signal systems used by railroads to control train movements. These systems include signals, switches, and related electronic and mechanical equipment that ensure the safe and efficient operation of trains. Signal Machines play a crucial role in preventing accidents by making sure all signaling equipment functions correctly. The job often requires working outdoors, sometimes in adverse weather conditions, and may involve irregular hours, including nights and weekends.
What are the typical daily responsibilities of a signal machine operator and how do they contribute to railway safety?
As a Signal Machine Operator, your daily responsibilities include monitoring and controlling railway signal systems, inspecting mechanical and electronic signal equipment, and promptly addressing any malfunctions. You will work closely with train dispatchers and maintenance crews to ensure signals accurately reflect track conditions, which is critical for preventing accidents and maintaining smooth rail operations. This role requires strong attention to detail, quick decision-making, and a commitment to safety protocols, as your work directly impacts the efficiency and safety of railway transportation.
What are the key skills and qualifications needed to thrive as a signal maintainer, and why are they important?
To thrive as a Signal Maintainer, you need a strong understanding of electrical systems, mechanical aptitude, and a high school diploma or equivalent, often supplemented by technical training. Familiarity with signal testing equipment, wiring diagrams, and industry safety standards is essential, with certifications from organizations like the Federal Railroad Administration (FRA) often required. Attention to detail, problem-solving abilities, and effective communication are key soft skills that enhance job performance. These skills and qualifications are vital to ensure the safe, reliable operation of railway signaling systems and prevent accidents.
What is the difference between Signal Machine vs Signal Technician?
| Aspect | Signal Machine | Signal Technician |
|---|---|---|
| Required Credentials | Technical training, certifications in signal systems | Technical training, certifications in signal systems |
| Work Environment | Operating and maintaining signal machinery, industrial settings | Installing, troubleshooting, and repairing signal systems |
| Industry Usage | Railways, transportation, industrial automation | Railways, transportation, infrastructure projects |
While both roles involve working with signal systems, a Signal Machine primarily focuses on operating and maintaining signal machinery, whereas a Signal Technician handles installation, troubleshooting, and repairs of signal systems. Both require similar certifications and work in related environments, but their daily tasks differ based on their specific responsibilities within the industry.
What are popular job titles related to Signal Machine jobs in Georgia?
For Signal Machine jobs in Georgia, the most frequently searched job titles are:
What job categories do people searching Signal Machine jobs in Georgia look for?
The top searched job categories for Signal Machine jobs in Georgia are:
What cities in Georgia are hiring for Signal Machine jobs?
Cities in Georgia with the most Signal Machine job openings:
Full-time
Re-posted 20 days ago
Job description
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Own model training and post-training pipelines end to end: SFT, RLHF, PPO, DPO, and reward model training in PyTorch
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Build and maintain the infrastructure around RL training: rollout collection, data curation, reward model serving, and experiment orchestration
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Run and scale training experiments on cloud or HPC (AWS, GCP, SLURM, Ray), and debug throughput, stability, and convergence issues
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Build evaluation harnesses and benchmark infrastructure, with held-out sets and contamination controls, so results are trustworthy
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Read eval signal and training curves to determine whether a change actually helped, and feed findings back to the research and environment teams
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Integrate RL environments into the training stack, working with environment authors on interfaces, reward plumbing, and agent loop mechanics
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Implement methods from recent ML papers quickly and turn them into production-grade systems