Cobalt is seeking people who can build the environments frontier labs train and evaluate agents in ... Depth in RL is valuable, but so is the engineering discipline required to make an environment ...
Cobalt is seeking people who can build the environments frontier labs train and evaluate agents in ... Depth in RL is valuable, but so is the engineering discipline required to make an environment ...
Cobalt is seeking people who can build the environments frontier labs train and evaluate agents in ... Depth in RL is valuable, but so is the engineering discipline required to make an environment ...
Cobalt is seeking people who can build the environments frontier labs train and evaluate agents in ... Depth in RL is valuable, but so is the engineering discipline required to make an environment ...
Cobalt is seeking security engineers who write code to produce the expert reasoning, task environments, and evaluation data used to train and assess frontier AI models on security work. This ...
Cobalt is seeking security engineers who write code to produce the expert reasoning, task environments, and evaluation data used to train and assess frontier AI models on security work. This ...
Cobalt is seeking security engineers who write code to produce the expert reasoning, task environments, and evaluation data used to train and assess frontier AI models on security work. This ...
Cobalt is seeking security engineers who write code to produce the expert reasoning, task environments, and evaluation data used to train and assess frontier AI models on security work. This ...
Sr Controls Software Engineer
$90K - $140K/yr
Train technicians on correct procedures and work with them to implement requested changes. Organize ... Bachelor's degree in electrical engineering, computer engineering, or similar engineering ...
Quick apply
Sr Controls Software Engineer
$90K - $140K/yr
Train technicians on correct procedures and work with them to implement requested changes. Organize ... Bachelor's degree in electrical engineering, computer engineering, or similar engineering ...
Sr Controls Software Engineer
Bodega Bay, CA · On-site
$90K - $140K/yr
Train technicians on correct procedures and work with them to implement requested changes. Organize ... Bachelor's degree in electrical engineering, computer engineering, or similar engineering ...
Sr Controls Software Engineer
Bodega Bay, CA · On-site
$90K - $140K/yr
Train technicians on correct procedures and work with them to implement requested changes. Organize ... Bachelor's degree in electrical engineering, computer engineering, or similar engineering ...
Be Seen First
Engineering Assistant (lead) - NOT REMOTE
Santa Rosa, CA · On-site
$32 - $39/hr
Engineering Assistant (Lead) - Santa Rosa, CA $32-$39/hr DOE | Day Shift | Full-Time | Temp-to-Hire ... Train and onboard new employees; document training and qualifications. * Assist with technical ...
Quick apply
Be Seen First
Engineering Assistant (lead) - NOT REMOTE
Santa Rosa, CA · On-site
$32 - $39/hr
Engineering Assistant (Lead) - Santa Rosa, CA $32-$39/hr DOE | Day Shift | Full-Time | Temp-to-Hire ... Train and onboard new employees; document training and qualifications. * Assist with technical ...
Scientific Data Engineer
$135K - $163K/yr
Train scientists and research software engineers in the use of the developed software products at workshops and conferences * Demonstrate good judgment in selecting methods and techniques for ...
Scientific Data Engineer
$135K - $163K/yr
Train scientists and research software engineers in the use of the developed software products at workshops and conferences * Demonstrate good judgment in selecting methods and techniques for ...
Research Engineer - RL and Post Training
Santa Rosa, CA · On-site
$200K - $350K/yr
This is a hands-on engineering role ... You will build environments, run experiments, train models and agents, analyze failures, and ...
Research Engineer - RL and Post Training
Santa Rosa, CA · On-site
$200K - $350K/yr
This is a hands-on engineering role ... You will build environments, run experiments, train models and agents, analyze failures, and ...
Research Engineer - RL and Post Training
Sonoma, CA · On-site
$200K - $350K/yr
This is a hands-on engineering role ... You will build environments, run experiments, train models and agents, analyze failures, and ...
Research Engineer - RL and Post Training
Sonoma, CA · On-site
$200K - $350K/yr
This is a hands-on engineering role ... You will build environments, run experiments, train models and agents, analyze failures, and ...
Senior Manufacturing Engineer
Santa Rosa, CA · On-site
$81K - $152K/yr
... quality; train operators on their use. * Program and maintain processing equipment such as for ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
Senior Manufacturing Engineer
Santa Rosa, CA · On-site
$81K - $152K/yr
... quality; train operators on their use. * Program and maintain processing equipment such as for ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
... quality; train operators on their use. * Program and maintain processing equipment such as for ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
... quality; train operators on their use. * Program and maintain processing equipment such as for ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
Senior Manufacturing Engineer
$99K - $136K/yr
... quality; train operators on their use. * Program and maintain processing equipment such as for ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
Senior Manufacturing Engineer
$99K - $136K/yr
... quality; train operators on their use. * Program and maintain processing equipment such as for ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
Senior Manufacturing Engineer
Santa Rosa, CA · On-site
$82 - $152/hr
... train operators on their use.Program and maintain processing equipment such as for laser marking ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
Senior Manufacturing Engineer
Santa Rosa, CA · On-site
$82 - $152/hr
... train operators on their use.Program and maintain processing equipment such as for laser marking ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
Senior Manufacturing Engineer
Santa Rosa, CA · On-site
$99K - $136K/yr
... quality; train operators on their use. * Program and maintain processing equipment such as for ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
Senior Manufacturing Engineer
Santa Rosa, CA · On-site
$99K - $136K/yr
... quality; train operators on their use. * Program and maintain processing equipment such as for ... Collaborate across engineering, quality, and maintenance on designing processes for new products ...
Staff Machine Learning Engineer - Deployment
Bodega Bay, CA · On-site
$200K - $265K/yr
Help design, train, with a focus towards deploying onboard machine learning models that improve the ... Strong software engineering fundamentals including testing, debugging, and system design. * Ability ...
Quick apply
Staff Machine Learning Engineer - Deployment
Bodega Bay, CA · On-site
$200K - $265K/yr
Help design, train, with a focus towards deploying onboard machine learning models that improve the ... Strong software engineering fundamentals including testing, debugging, and system design. * Ability ...
Application Security Engineer, Frontier AI Evaluation (Contract)
Sonoma, CA · On-site
$65.75 - $88/hr
Cobalt is seeking application security engineers to produce the expert reasoning and evaluation data used to train and assess frontier AI models on secure code: writing it, reviewing it, and fixing ...
Application Security Engineer, Frontier AI Evaluation (Contract)
Sonoma, CA · On-site
$65.75 - $88/hr
Cobalt is seeking application security engineers to produce the expert reasoning and evaluation data used to train and assess frontier AI models on secure code: writing it, reviewing it, and fixing ...
Senior Laser Process Engineer
Bodega Bay, CA · On-site
$130K - $165K/yr
Produce standard procedures & manuals and train technical staff to perform process optimization ... Some experience programming scripts for motion systems with ACS, Aerotech, or high-end motion ...
Senior Laser Process Engineer
Bodega Bay, CA · On-site
$130K - $165K/yr
Produce standard procedures & manuals and train technical staff to perform process optimization ... Some experience programming scripts for motion systems with ACS, Aerotech, or high-end motion ...
Application Security Engineer, Frontier AI Evaluation (Contract)
Santa Rosa, CA · On-site
$64.25 - $85.75/hr
Cobalt is seeking application security engineers to produce the expert reasoning and evaluation data used to train and assess frontier AI models on secure code: writing it, reviewing it, and fixing ...
Application Security Engineer, Frontier AI Evaluation (Contract)
Santa Rosa, CA · On-site
$64.25 - $85.75/hr
Cobalt is seeking application security engineers to produce the expert reasoning and evaluation data used to train and assess frontier AI models on secure code: writing it, reviewing it, and fixing ...
Senior Laser Process Engineer
Bodega Bay, CA · On-site
$130K - $165K/yr
Produce standard procedures & manuals and train technical staff to perform process optimization ... Some experience programming scripts for motion systems with ACS, Aerotech, or high-end motion ...
Quick apply
Senior Laser Process Engineer
Bodega Bay, CA · On-site
$130K - $165K/yr
Produce standard procedures & manuals and train technical staff to perform process optimization ... Some experience programming scripts for motion systems with ACS, Aerotech, or high-end motion ...
Train Engineer information
See Santa Rosa, CA salary details
$41.5K - $56.8K
5% of jobs
$56.8K - $72.1K
7% of jobs
$72.1K - $87.3K
9% of jobs
$90.5K is the 25th percentile. Wages below this are outliers.
$87.3K - $102.6K
14% of jobs
The median wage is $116.3K / yr.
$102.6K - $117.8K
16% of jobs
$117.8K - $133.1K
13% of jobs
$133.1K - $148.3K
6% of jobs
$156.4K is the 75th percentile. Wages above this are outliers.
$148.3K - $163.6K
8% of jobs
$163.6K - $178.9K
8% of jobs
$178.9K - $194.1K
7% of jobs
$194.1K - $209.4K
5% of jobs
$41.5K
$126.7K
$209.4K
How much do train engineer jobs pay per year?
What is a train engineer?
What are the key skills and qualifications needed to thrive as a train engineer?
What are some common challenges train engineers face during daily operations, and how are they typically addressed?
What is the difference between Train Engineer vs Locomotive Operator?
| Aspect | Train Engineer | Locomotive Operator |
|---|---|---|
| Required Credentials | Commercial driver's license, safety certifications, technical training | Similar certifications, safety training, technical knowledge |
| Work Environment | Train cabins, rail yards, maintenance facilities | Locomotive cabs, rail yards, on-track operations |
| Employer & Industry | Railroads, freight and passenger services | Railroads, freight companies, transit agencies |
| Common Search/Comparison | Yes | Yes |
Both Train Engineers and Locomotive Operators are essential roles in rail transportation, requiring similar certifications and working in comparable environments. While the terms are often used interchangeably, 'Train Engineer' typically emphasizes operating passenger or freight trains, whereas 'Locomotive Operator' may focus more on the technical operation of locomotives. Understanding these nuances helps job seekers find the right position in the rail industry.
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Other
Posted 4 days ago
Key responsibilities
Design and build task environments with programmatic success criteria, including multi-step and tool-using tasks.
Specify reward functions and partial-credit schemes, and stress-test them for exploitation by capable agents.
Evaluate agent trajectories, identify failure points, and classify failures into a consistent taxonomy.
Job description
About the role:
Cobalt is seeking people who can build the environments frontier labs train and evaluate agents in: tasks with real difficulty, unambiguous success conditions, and scoring that survives contact with a capable model.
This opportunity is suited to reinforcement learning researchers, research engineers, simulation and tooling engineers, and people who have built serious benchmarks, competition problems, or training environments. Depth in RL is valuable, but so is the engineering discipline required to make an environment reproducible and hard to game.
You do not need prior experience in data annotation. What matters is that you can take a domain, decide what a meaningful task in it looks like, and build something that measures it correctly.
What you'll do:
Depending on the project, you may:
- Design and build task environments with programmatic success criteria, including multi-step and tool-using tasks that cannot be solved by a shortcut
- Specify reward functions and partial-credit schemes, and stress-test them for the ways a capable agent would exploit them rather than solve the task
- Produce written reasoning traces and reference solutions showing how a competent human works through the tasks you build
- Evaluate agent trajectories, identifying the specific step at which behavior goes wrong, and classifying failures into a consistent taxonomy
- Assess whether a scored result reflects genuine task completion, and flag cases where the environment or the metric is measuring the wrong thing
Projects follow their own guidelines, formatting conventions, and quality standards, and you will work with feedback from reviewers and lab research teams.
Required qualifications:
- Direct experience with reinforcement learning, agent evaluation, simulation, or benchmark and environment construction, whether in research, industry, or substantial open-source work
- Strong software engineering ability in Python, sufficient to build reproducible environments, harnesses, and automated scoring
- A PhD in a quantitative discipline, or equivalent depth demonstrated through published work, open-source contributions, or production systems
- Understanding of reward hacking and specification gaming, and the instinct to look for them in your own designs before someone else does
- Ability to explain each step of your reasoning and design decisions clearly in writing
Why join Cobalt AI:
- Advance frontier AI where it counts. Apply your expertise to data that frontier labs cannot obtain any other way, where your reasoning directly shapes how the next generation of models works through technical problems.
- Grow professionally. Expand your influence through evaluation projects, advisory roles, and research collaborations, while developing a working understanding of how frontier models are trained and assessed.
- Work with a top-tier network. Collaborate with researchers and engineers from leading institutions and labs on high-impact, flexible work.
- Set your own schedule. Flexible 10 to 40 hour weeks that fit around your existing work and your life.
- Competitive pay. Rates vary by project and are determined by a number of factors, including scope, skillset, and experience.