Skip to content
CV Rocket
Get started
How it worksThe enginePricingBlogContactSign in

Open nowFirst seen 12 days ago

Team8- Fintech Stealth Startup- Senior AI Researcher, Evaluation & Agent Performance

Team865 open roles

Where
Tel Aviv, Israel
Work mode
On site
Get the CV for this job

From $25 per CV, paid once. No subscription.

Your applicationOpen nowTeam8- Fintech Stealth Startup- Senior AI Researcher, Evaluation & Agent PerformanceTeam8 · Tel Aviv, Israel

  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

  4. CV RocketApplied on Team8's own form.

The reply lands in your private mailbox

3×more interviews than doing it yourself with ChatGPT.

The clock on this job

Early applications get read.

13.1% of postings close within 7 days. Measured by our own scanner across the market. Team8 postings stay open a median of 11 days.

Share of postings closed within
  1. 2.2%1 day
  2. 4.7%3 days
  3. 13.1%7 days
  4. 21.1%14 days
  5. 35.8%30 days
  6. 59.0%60 days
This job: first seen 12 days ago

Team8 median: 11 days open

The posting

About us

We build the context layer for engineering organizations. We connect code, runtime telemetry, data lineage, and operational systems into one live model of how software runs, then give AI agents that model through chat and MCP.

What you'll do

  • Own the evaluation function for all Cobalt agents: code Q&A, change-impact analysis, incident response, and MCP tool use by coding agents.
  • Design and build eval harnesses and benchmarks, with ground truth taken from merged PRs, production traces, and code.
  • Define and track agent performance metrics: recall and precision, cost per correct answer, tool-call efficiency, latency, and failure modes.
  • Run controlled comparisons across models, prompts, retrieval strategies, and baselines, with statistical rigor.
  • Diagnose agent failures in retrieval, reasoning, and tool design, and drive the fixes with engineering.
  • Build regression suites in CI that score every model, prompt, and connector change before release.
  • Lead external research, including ownership of research papers.
  • Set the research agenda and mentor future hires.

Requirements

Requirements

  • 7+ years in ML/NLP research or applied AI, including evaluating LLMs or agents.
  • A track record of designing benchmarks: task sampling, contamination control, scoring methods, and power analysis.
  • Deep knowledge of agent architectures: tool use, retrieval, multi-step planning, MCP or similar protocols.
  • Expert Python, and production-quality eval infrastructure you have shipped.
  • Experience leading research projects end to end, from design to publication or product.

Nice to have

  • Publications at NeurIPS, ICLR, ACL, ICSE or FSE on LLM evaluation, code intelligence or agents.
  • Experience with repo-level code benchmarks (SWE-bench-style).
  • Experience with LLM-as-judge methods and their known failure modes.
  • A background in distributed systems, observability data, or large codebases.

Why join

  • Enterprise ground truth: thousands of repos, live traces and production incidents.
  • Your evals decide what ships.
  • A founding role in the research function.
From $25, paid onceGet the CV for this job

What happens when you press

One press. We do the rest.

  1. A CV for this posting

    Written against Team8's own wording, from every piece of relevant proof in your profile.

  2. 25 readers review it

    Recruiter, hiring manager, skeptic and more read every draft, round after round. You get the best round.

    The review screen in CV Rocket: how each CV was read, round by round.

  3. We apply on Team8's form

    Our application engine gets through the hardest forms there are. Where a question needs you, AI suggests the best answer. Don't want us applying from our IP addresses? Use our Chrome extension: we apply straight from your own browser.

    An application in CV Rocket: every answer filled in on the employer's form.

  4. Every reply, sorted

    Team8's answer lands in your private mailbox, and we classify it on arrival: interview, question, rejection.

    The CV Rocket inbox: each employer reply classified as an interview, an action or a rejection.

  5. Reply with AI

    AI helps you write the email, checks it and sends it. We show you whether the recruiter read it.

  6. The interview in your calendar

    Full integration with your calendar. The invitation goes straight in.

    An interview invitation in the CV Rocket inbox, added to the candidate's calendar.
Get the CV for this job

From $25 per CV, paid once. No subscription.

Why it works

3×

more interviews than doing it yourself with ChatGPT.

ChatGPT writes a CV and never learns what happened to it. We see every reply. For each CV we know:

  • How it was written, and how the review scored it
  • When we applied, and how long after the posting went up
  • Which posting, which company, which city
  • Who got the interview, and who heard nothing

That is how we know which CVs get called.

Get the CV for this job

From $25 per CV, paid once. No subscription.

The numbers game

More applications. More interviews.

Every application goes out with its own CV, written for that posting and paid once. Send enough of them and the law of large numbers finds you the job.

Get the CV for this job
By hand5–10
With CV Rocket100
applications a day

Nearby

Live postings like this one

Same employer first, then the same role elsewhere.

Before you press

Straight answers

Get the CV for this job

From $25 per CV, paid once. No subscription.

What if my background isn't good enough?

We make the most of the background you have. The CV uses every piece of relevant proof your profile holds, and one of the 25 readers reads your whole profile and flags what the CV left out.

Do you really apply for me?

Yes, on the employer's own form, the hardest ones included. Where a question needs you, you answer it right there and AI suggests the best answer. Don't want us applying from our IP addresses? Use our Chrome extension: we apply straight from your own browser.

Is it a subscription?

No. You pay once per CV, from $25. Every application goes out with its own CV, written for that posting.

One job. One CV.
Paid once.

Pick the posting you want. We write for it, apply for you and catch the reply.

Get the CV for this job

From $25 per CV, paid once. No subscription.