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

Open nowFirst seen 5 days ago

AI Product Analyst - Voice AI Agents

medvidi/2a.00382 open roles

Where
Poland, Remote
Work mode
Remote
Get the CV for this job

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

Your applicationOpen nowAI Product Analyst - Voice AI Agentsmedvidi/2a.003 · Poland, Remote

  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 medvidi/2a.003'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.

12.3% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 58.1%60 days
This job: first seen 5 days ago

The posting

MEDvidi is an AI-powered mental healthcare platform setting a new standard for safe, effective, and scalable psychiatric care in the United States. We combine licensed providers with proprietary AI tools to deliver consistent, outcomes-driven treatment for conditions like ADHD, anxiety, depression, and more. MEDvidi's technology automates charting, follow-ups, and treatment planning, freeing providers to focus on patient care while improving efficiency and clinical quality.

At MEDvidi, the AI Receptionist Team builds and improves Voice AI Agents that interact directly with patients and automate critical parts of the patient journey. These systems handle real-world conversations, support operational workflows, and help patients navigate care more efficiently.

As these agents become more autonomous and handle increasingly complex interactions, understanding how they behave in production becomes a critical product and business challenge.

We're hiring an AI Product Analyst to help us evaluate, monitor, and improve Voice AI systems operating at scale. You'll work at the intersection of Product, Engineering, Operations, and AI, helping the team understand how AI behaves in the real world, where it creates value, where it fails, and what should be improved next.

Why this role

  • Work on one of the most visible AI products inside MEDvidi.
  • Help shape the future of Voice AI in healthcare.
  • Influence product decisions using real production evidence.
  • High ownership in a fast-moving, product-driven medical tech company.

Responsibilities

  • Analyze production behavior of Voice AI Agents and conversational AI workflows.
  • Investigate hallucinations, inconsistencies, silent failures, and quality degradation in AI-driven conversations.
  • Work directly with call transcripts, logs, generated outputs, and operational datasets to uncover patterns and actionable insights.
  • Design evaluation frameworks for measuring AI quality, reliability, and business impact.
  • Build monitoring systems and dashboards for AI performance visibility.
  • Measure the impact of AI systems on operational efficiency, business outcomes, and patient experience.
  • Detect quality shifts, anomalies, and emerging failure modes in production environments.
  • Partner closely with Product, Engineering, QA, and Operations teams on AI initiatives.
  • Support rapid decision-making in fast-changing and ambiguous environments.

This role is not for you if

  • You prefer working only with structured datasets and predefined metrics.
  • You are uncomfortable analyzing raw conversations, transcripts, and AI-generated outputs.
  • You expect clearly defined answers rather than investigating ambiguous problems.
  • You are not interested in understanding how AI systems fail in production.

Requirements

  • 5+ years of experience in Product Analytics, Data Analytics, Operational Analytics, or analytics roles within complex production systems.
  • Strong SQL skills.
  • Python for analytical investigations and working with large-scale text datasets.
  • Experience working with ML pipelines or AI-powered products
  • Understanding of LLM limitations, hallucinations, evaluation challenges, prompt sensitivity, and AI failure modes.
  • Experience building monitoring systems, analytical frameworks, or operational dashboards.
  • Strong communication skills and ability to translate analysis into product decisions.
  • Ability to work effectively in ambiguous and fast-changing environments.
  • Fluent Russian; English level B2 or higher.
  • Ability to work CET-overlapping hours.

Would be a plus

  • Experience with conversational AI or AI agents.
  • Experience evaluating LLM outputs.
  • Experience with AI quality metrics and evaluation methodologies.
  • Experience with prompt iteration and AI evaluation frameworks.

What we offer

  • High-impact environment: A chance to influence how AI is used in real patient interactions.
  • Growth & compensation: Competitive compensation and clear growth opportunities.
  • Remote-first: Fully remote, long-term B2B collaboration.
  • Health & wellness: Health insurance after the probation period, plus sports & wellness compensation.
  • Career development: Career growth, including personalized English lessons via Preply.
  • Time off: 19 working days of vacation per year, 3 additional wellness days, and paid sick leave for the first 5 working days.
  • Culture: Thoughtful gifts for important life events.

Ready to make an impact? Send us your profile, let's build something meaningful together.

MEDvidi is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees and contractors. All qualified applicants will receive consideration without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.

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 medvidi/2a.003'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 medvidi/2a.003'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

    medvidi/2a.003'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.