rlhf services hire coding-agent trainer in Latin America

What does a coding-agent trainer own on a US team?

Define this role around the work you need reviewed. A useful starting scope is agent-generated code, the tests that check it and the written judgments your team accepts. Put those duties in the job description before you compare candidates.

For a repository-level task, ask the trainer to read the issue, inspect the proposed patch and run the relevant checks. Their review should explain whether the patch solves the request and whether it changes behavior elsewhere. Require enough evidence for another engineer to reproduce the result.

A trainer may also write tasks, compare agent responses or correct a flawed solution. Decide which of those duties belongs in your opening. Someone hired to review short code answers may need a different assessment from someone who reviews changes across a production-style repository.

Set the boundary with your engineering team. Name the engineer who resolves disputed ratings and the person who approves changes to the rubric. If the trainer will merge code, make that authority explicit. Keep production access separate from access to training repositories.

A practical role description should answer these questions:

• Which languages and frameworks will the trainer review?
• Will they rate complete agent runs, individual patches or short answers?
• Who writes the tasks and expected outcomes?
• Which tests must accompany an accepted result?
• Where should uncertain or disputed cases go?
• What working hours must overlap with your reviewers?

Use concrete outputs in the job description. "Review agent performance" leaves too much room for interpretation. "Submit a patch assessment with test results and a reason for each failed criterion" gives candidates a task they can discuss.

For the first assignment, choose a small set of representative tasks and review the results together. Track rejected work and the reasons for rejection. A high task count means little if your engineers must rewrite the feedback.

Specify what a completed review contains. Ask for the task identifier, repository revision, test commands and final verdict. When a test cannot run, require the trainer to record the blocker. Keep "failed," "passed" and "not run" separate so an incomplete check cannot become an accepted result.

If the role includes comparing agent responses, decide how ties work. A candidate should be able to explain when both responses meet the requirement. Give them a way to flag an unclear task instead of forcing a preference without evidence.

Keep ownership of the evaluation rules inside the team that uses the results. You can delegate reviews while retaining approval of what counts as correct. That makes it easier to distinguish a candidate problem from an unclear instruction.

How does US pay compare with LatAm pay?

Use US software developer pay as a budget reference for adjacent skills. The BLS Occupational Outlook Handbook reports a median annual wage of $135,980 for software developers in May 2025, using OEWS data. That figure describes software developers broadly; it is not a coding-agent trainer rate. BLS occupational pay data.

Match the benchmark to the duties. A trainer who must diagnose failures across a repository needs a different hiring specification from a reviewer who applies a fixed checklist. Decide how much independent engineering judgment you need before choosing a seniority label.

Published coding-agent trainer pay bands by country and seniority: Not published.

Use the rate-card request below to collect comparable monthly quotes. Each quote should state the currency, working hours and whether the amount is worker pay or the total service charge.

Salary references: Levels.fyi Mexico, Levels.fyi Brazil and Stack Overflow Developer Survey. These are broader developer compensation resources. Request a quote for the trainer duties and seniority you intend to hire.

When reviewing salary data, check what the number measures. Levels.fyi describes total compensation as base salary plus stock and bonus. Keep those components separate from a monthly employment or service invoice. Levels.fyi compensation data.

Do not calculate expected savings by subtracting a local base salary from the BLS annual wage. Build a comparison with the same cost categories on both sides. Include employer costs, equipment and the time your engineers will spend reviewing work.

Ask each provider to show:

• The worker's pay and the quote currency.
• Included benefits and payroll administration.
• Service fees and any recruiting charge.
• Equipment, software and model usage charges.
• Terms for rate changes, leave coverage and ending the engagement.

Ask whether the quoted month includes onboarding and calibration time. A trainer may need access setup and guided reviews before taking an independent queue. Decide who pays for that time and whether your engineering lead can support it during the proposed start week.

Keep a separate budget line for your own review effort. Have the lead record time spent answering questions and correcting rejected reviews during the initial assignment. Use that record when deciding whether to increase the trainer's workload or change the scope.

Opus charges one flat monthly rate per hire. This site is an Opus-owned reference; recommendations are editorial. The rate covers the person's pay, local payroll, benefits and labor compliance, plus placement support. There is no separate recruiting fee. The rate depends on role, seniority and location. Published dollar rates: Not published. Opus pricing.

Keep a salary guide and a service quote in separate parts of your comparison. Ask how the proposed rate applies to your job description, rather than treating a country-wide developer range as a trainer offer. Opus salary guide.

Which skills should you test, and how?

Use a paid work sample based on the code the trainer will review. A short, sanitized repository can expose how a candidate reads requirements, tests assumptions and explains a verdict. Remove credentials and customer data before sharing it.

Prepare the exercise before you see candidates. Write down the expected behavior, known defects and acceptable alternative fixes. Have an engineer complete the exercise so you can catch unclear setup steps.

Give candidates an agent-generated patch with a plausible defect. For example, a function might handle ordinary input while failing on an empty collection. Ask them to decide whether the patch should pass, then support the decision with a test and a short explanation.

Tell the candidate whether AI tools are allowed. If they are, ask for the relevant interaction record and an explanation of what the candidate checked independently. Make the rule consistent across applicants.

Test written English through the work itself. Ask for a review comment that a US engineer could act on without a follow-up meeting. During the discussion, introduce an ambiguous requirement and observe whether the candidate asks a useful question.

Separate code correctness from feedback quality. A candidate can find a bug but explain it poorly. Another can write polished feedback while missing the failure. Your scorecard should make both outcomes visible.

Include a valid patch in the assessment as well. Ask the candidate to explain why it passes without inventing defects to appear thorough. If they prefer a different coding style, have them separate that preference from a failure to meet the requirement.

During the debrief, change a relevant assumption and ask whether the verdict changes. For example, clarify that an input can be empty. Look for a revised test or a reason the existing test already covers it. Score the reasoning against the new requirement, rather than rewarding agreement with the interviewer.

Define seniority through decisions rather than years alone. For a junior role, you might require reliable execution of an established rubric with close review. A mid-level hire should handle routine debugging and know when to escalate. A senior hire should be able to challenge weak tests and help resolve unclear evaluation rules. Treat these as your hiring criteria, not universal market definitions.

If your rlhf platform is part of daily work, include its workflow in the assessment. Ask the candidate to save the verdict, attach evidence and leave a record another reviewer can inspect. Avoid rejecting a strong engineer solely for unfamiliarity with a tool you can teach.

Agree on a rejection rule before interviews begin. Exposed secrets, invented test results or an unexplained pass should trigger a direct review of the candidate's judgment. Give candidates room to explain an honest setup failure.

After hiring, review an initial batch together before increasing volume. Record recurring disagreements and update the rubric when the wording causes them. Keep a separate set of evaluation tasks so the trainer's daily examples do not become the only measure of success.

Talk to Opus about a coding-agent trainer role.

Where should you search for nearshore talent in Latin America?

Start with the review hours your US team can protect. Country choice should support that schedule, while the work sample determines whether a candidate can do the job.

Ask for candidates in Mexico, Colombia, Argentina, Brazil or Costa Rica according to the hours you need. Have the provider confirm current recruiting coverage and candidate availability. Judge each person on your repository task rather than using a country label as a proxy for technical skill.

Use city-level time zones. Mexico City and Tijuana have different schedules, and a country-wide assumption can lead to the wrong meeting time. Tijuana follows US daylight-saving changes; Mexico City does not. IANA North America time zone data.

The table shows shared hours when both teams work from 9 a.m. to 5 p.m. locally. Standard-time figures use January 15, 2027; daylight-time figures use July 15, 2026. These are schedule calculations, not promises about a candidate's availability.

Time zone basis: IANA North America data and IANA South America data. Shared hours assume uninterrupted local workdays.

For an Eastern team, Bogotá's schedule may fit daytime review sessions without shifting the candidate's day. For a Pacific team, Tijuana may suit later collaboration. Buenos Aires and São Paulo require closer attention if your reviewers meet late in the Pacific afternoon.

Mexico City and San José can be practical search locations when the team spans US coasts. Test that fit against the actual recurring meetings. A theoretical overlap window is less useful than a confirmed time for resolving disputed ratings.

Put required hours in the offer discussion. Specify the US time zone and explain how the schedule should work when US clocks change. Ask the candidate to confirm the arrangement rather than assuming "US overlap" means full coverage.

Separate live review time from independent work. You may need the trainer present for disputed ratings while allowing task preparation outside that window. Write both expectations into the role so candidates can assess the schedule before interviewing.

Also agree on leave planning and review handoffs. Identify who handles a blocked task when the trainer is offline. Keep unresolved cases in a shared queue with enough context for the next reviewer.

Do not rank countries by an assumed supply of coding-agent trainers. Ask for candidates who meet the same assessment and compare the resulting shortlist. A wider geographic search can remain focused if the technical bar and working-hour requirements stay fixed.

Which hiring route fits: recruiter, EOR, augmentation or managed team?

Choose the route by deciding who will find the person, administer employment and manage the work. Service labels can hide different scopes. Ask each provider to put those duties in writing.

For a first coding-agent trainer, staff augmentation may fit when an engineering lead can own the rubric. That lead should have time to review disagreements and explain repository conventions. Name the lead before opening the search.

A managed service requires a clearer definition of accepted output. Specify how the provider should handle ambiguous tasks and how you will sample completed reviews. Ask who pays for rework and who can change the rubric.

If you are comparing business process outsourcing services with individual hires, compare the actual statement of work. A proposal for completed evaluation batches has different obligations from a proposal for a person's monthly availability.

An employer of record service addresses a different part of the problem. If you already have the candidate, ask about employment administration and the steps needed before work begins. Your team still needs an owner for technical access and evaluation quality.

For Opus, the client chooses the finalist and manages day-to-day work. Use the interview and paid sample to decide whether the finalist meets your coding requirements. The monthly arrangement does not replace your team's acceptance rules. Opus pricing.

Ask rlhf companies to define their hiring timeline before comparing promises. SHRM describes median time-to-fill in 2025 as roughly a month and a half, from job requisition to offer acceptance. That is a broad recruiting benchmark, not a forecast for this role or its first working day. SHRM recruiting benchmark.

Build your own start plan around named steps: candidate approval, employment setup, equipment and access. Assign an owner to each step. Confirm the start date after the candidate's notice obligations and setup needs are clear.

Before signing, settle ownership of code and review records, permitted model accounts, access removal and handover duties. Ask how you can export completed work if the engagement ends. Keep those terms close to the delivery scope so they are easy to review together.

Ask how a replacement would enter the project. Your team should retain the rubric, setup instructions and disputed-case history. Assign responsibility for teaching repository conventions again, and agree on how unfinished reviews will be handed over. Include that work in the discussion of continuity and cost.

Send the provider your stack, sample task, required hours and monthly budget basis. Ask for candidates against that same specification and a written quote with included costs. That gives your engineering lead and purchasing team the same proposal to assess.

Talk to Opus about a coding-agent trainer role.

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