PHYSICAL AI COMPANY PROFILE

RIVR jobs, roles and career guide

See which roles RIVR is hiring for now and what experience and candidate conditions appear in its current postings.

Zürich · ShanghaiRIVR ONE · RIVR TWO · doorstep delivery Physical AIOfficial site ↗

CANDIDATE QUICK CHECK

30-second check before you apply

Check location, experience, education, work authorization, work mode and pay before opening individual jobs.

Official postings
Open jobs15
NEW · 7D+0
Top hiring locationZürich
Last checkedNov 1, 2026
LocationZürich · 12 / Shanghai · 3Grouped from current job locations
Education requirementsMaster is the most observed degree levelBachelor 7 · Master 11 · PhD 4
View source · 12 rows
Visa / Work AuthorizationNot confirmedNot confirmed in current postings
PayNot confirmedNot confirmed in current postings
Work modeONSITEConfirmed in current postings

HIRING TELEMETRY · CURRENT OBSERVATION

Read current hiring through measured values

Current observation · not a trend forecast
01CURRENT HIRING
15Open jobs
DIRECT7
ADJACENT8
NEW · 7D+0

This is the current job count. It does not by itself establish hiring expansion, contraction or company growth.

02ANALYSIS COVERAGE
Current jobs analyzed15 / 15 Jobs
Jobs with work-experience evidence checked10 / 15 Jobs
19 evidence rows
Jobs with candidate conditions checked15 / 15 Jobs
52 verified fact rows

Bars show how much of the current job set has been analyzed. They are not company, role or candidate quality scores.

03OBSERVATION WINDOW
68DObserved window
Monitoring startedAug 25, 2026
Latest observedNov 1, 2026
COMPARABLE HISTORICAL TRENDNOT YET AVAILABLE
NEW · 7D jobs: 0
READING RULE

This view shows current job count, analysis coverage and Banseog observation time. No growth or hiring-trend claim is created until comparable historical data is sufficient.

How to read confirmed / not confirmed / NEW · 7D

Confirmed means directly stated in current postings. Not confirmed means the item has not been verified in the postings reviewed. NEW · 7D means first observed by Banseog within the last seven days.

WHAT THEY ARE HIRING FOR

Start with your role

Confirmed in postings

CURRENT OPEN JOBS

Current jobs you can inspect now

Confirmed in postings
See current RIVR jobs →

Confirmed work experience

Work experience confirmed in current postings

Confirmed in postings

Only items confirmed by human review of current public postings are shown here.

Real Hardware Validation9 Jobs
Failure Diagnosis2 Jobs
Embedded Control System Integration1 Jobs
Embedded Control System Validation1 Jobs
Hardware Calibration1 Jobs
Test Automation1 Jobs

CAREER LENS

How to read this company as a candidate

Focus on where your experience meets real open roles, not on company strategy in the abstract.

01 · ROLEIs a role close to my past work actually open?

Start with the work and role family, not title similarity alone.

02 · EXPERIENCEDoes work similar to my experience repeat in the postings?

Look for controls, validation, integration, manufacturing or robotics-software work in current jobs.

03 · CURRENT PROBLEMWhat execution problem does the company appear to be solving now?

From here, confirmed job facts and Banseog interpretation remain separate.

BANSEOG DEEP READ

RIVR ONE/TWO: from AI models to delivery-field integration

Banseog analysis

RIVR is hiring across AI/ML, software engineering, electrical, mechanical, testing and field integration. The roles span model and software development for RIVR ONE/TWO through hardware validation and integration in real delivery operations.

See current RIVR jobs →
Job seekers

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Leadership

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