Stories
What a coach-run search produces.
Early results from our first clients. Interviews from managed searches across engineering, product, data, AI/ML, and analytics roles.
Case studies
Twelve searches, start to finish
- Hema M.Director of RehabilitationA rehab director applying with a physical therapist's resumeHema had run a $2M rehab program across two sites. Her resume still led with treating patients, so she kept getting staff PT interviews.29 applications in 4 months on their own13 interviews, 1 final round with MagmiraDirector of Rehabilitation, $145KRead the story
- Phani S.Principal SAP Analytics Cloud Architect22 years of SAP experience, and staffing firms kept offering consultant seatsPhani qualified for principal architect roles. His 6-page resume put his current architecture work on page 3.About 40 applications in 5 months on their own18 interviews, 2 final rounds with MagmiraPrincipal SAP/SAC Architect, $195KRead the story
- Suman J. N.Senior Site Reliability Engineer13 years of cloud experience, sent out as a 14-page resumeSuman was screened out for six months. Nobody had told him his resume was 14 pages long, with a broken table in the middle.87 applications in 6 months on their own29 interviews, 2 final rounds with MagmiraSenior Site Reliability Engineer, $175KRead the story
- Suyog S.Senior Data AnalystTen years of analytics, and every callback was another marketing contractSuyog wanted a senior data analyst role. His resume kept getting him marketing analyst contracts, the job he was trying to leave.68 applications in 4 months on their own27 interviews with MagmiraSenior Data Analyst, $135KRead the story
- TarunSenior Workday ConsultantFour years of Workday implementations, hidden under two pages of skillsTarun had real Workday go-lives behind him. His resume opened with two pages of modules and tools.About 45 applications in 4 months on their own22 interviews, 2 final rounds with MagmiraSenior Workday Consultant, $138KRead the story
- Bhoomika B.Enterprise Account ExecutiveAn enterprise seller getting interviews for coordinator jobsBhoomika closed over $1M in revenue, but the top of her resume talked about CRM records. Recruiters sent her coordinator interviews.41 applications in 3 months on their own21 interviews, 2 final rounds with MagmiraEnterprise Account Executive, $120K base, $240K OTERead the story
- Aman S.Quantitative ResearcherA new grad competing with PhDs for quant research seatsAman had strong internships and his own trading systems. His resume read like an academic CV, and the results were buried.34 applications in 3 months on their own15 interviews, 2 final rounds with MagmiraQuantitative Researcher, $185K plus bonusRead the story
- Ambika R.Business AnalystThree years as a business analyst, on a resume that read like a student'sAmbika was on STEM OPT with two lottery attempts left. She had real BA experience, but her resume opened with a school project.112 applications in 5 months on their own24 interviews with MagmiraBusiness Analyst, $95KRead the story
- Abhay P.AI EngineerA business analytics grad competing for AI engineering jobsAbhay had shipped a production RAG system and an agentic Slack bot. His resume opened with a list of tools.About 50 applications in 4 months on their own26 interviews with MagmiraAI Engineer, $145KRead the story
- Madhavi B.Data AnalystTwo analyst jobs, and a resume that still opened with her degreeMadhavi had real analyst results. Her resume put education first, and every callback was a below-market contract.About 75 applications in 4 months on their own28 interviews with MagmiraData Analyst, $92KRead the story
- Abhishek D.Software Engineer (Java / Full-Stack)No work experience, and two real apps described in two lines eachAbhishek had built a healthcare platform and a real-time messaging app. His resume gave each one two lines.About 65 applications in 3 months on their own25 interviews with MagmiraSoftware Engineer, $95KRead the story
- Gudala S. P.Software EngineerThree years of web development, sent as a cover letter for four monthsGudala had 3 years building production web apps. What he was sending employers was a two-page cover letter.About 90 applications in 4 months on their own30 interviews with MagmiraSoftware Engineer, $125KRead the story
From clients
What changed for them
“I stopped refreshing job boards. Three weeks in, I was choosing between two interview loops.”
“I burned three months on Easy Apply and ChatGPT resumes. Two callbacks total. Magmira got me interviews in the first month and I didn't fill a single form.”
“I told them H-1B only. They actually stuck to it. No more wasting Sunday nights on roles that would never sponsor me.”
“After a career break my inbox went quiet. Magmira rewrote my resume for the roles I wanted next, and the callbacks started within a month.”
“I was drowning in applications after work. They ran the search. I showed up to interviews. That was the whole deal.”
“Two offers showed up in the same week. My coach walked me through the packages so I did not pick the wrong one under pressure.”
Names and details blurred for privacy. Shared with permission.
From client chats
What lands in our chats
We refresh this wall every quarter with new client messages and interview emails.
Interview emails
GoogleSoftware Engineer
AppleSite Reliability Engineer, Private Cloud Compute
AppleSite Reliability Engineer, Private Cloud Compute
NVIDIASystems Software Engineer, Automation Tools Development
CiscoSoftware Engineer
UberSoftware Engineer II, Grocery & Retail
CloudflareDistributed Systems Engineer, Data Platform
Red HatSoftware Engineer, Telco
CoreWeaveSoftware Engineer, Kubernetes
BarclaysSoftware Engineer
ZscalerSr. Software Development Engineer
PrudentialSenior Software Engineer, MDM / RDM & API Development
OmnicellEngineer II, Software
AbbottIT Business Relationship Manager, Data and Analytics
PG&EPrincipal Product Owner
Best BuySenior Product Manager, Customer Data and AI
Komodo HealthData Product Manager
New York LifeSenior Associate, Data Product Owner
LG Energy Solution VertechDigital Product Owner
ASSA ABLOYDigital Product Owner
PenumbraSenior Business Systems Analyst, CRM
PlaylistProduct Manager, CRM
ReckittIT&D Product Manager, Nutrition
EpsonProduct Manager
Herc RentalsSenior IT Business Analyst
The Wonderful CompanySr. Business Systems Analyst (Oracle SCM)
This is what a coach-run search produces.
Plans from $499/mo.
Employers
Where clients interviewed
Engineering and infrastructure
- Apple
- NVIDIA
- Cisco
- Uber
- Cloudflare
- Red Hat
- CoreWeave
- Barclays
- Zscaler
- Prudential
- Omnicell
Product, data, AI/ML, and analytics
- Abbott
- PG&E
- Best Buy
- Komodo Health
- New York Life
- LG Energy Solution Vertech
- ASSA ABLOY
- Penumbra
- Playlist
- Reckitt
- Epson
- Herc Rentals
- The Wonderful Company
Outcomes
The numbers we run on.
94%
of searches landed interviews within 3 weeks
3x
the industry interview rate (8–9% vs 2–3%)
$178K
average salary of placed clients
15
Career Partner clients a month, so every search gets full attention
How we measure
Interviews within 3 weeks
Searches where the client reached at least one interview within the first 3 weeks of applications going out.
Interview rate
Magmira applications that led to a recruiter screen or interview request (8 to 9%), against the published industry average of 2 to 3%.
Average salary
Average base salary of clients placed through a Magmira search.
Career Partner limit
We take 15 Career Partner clients a month so every search gets a coach's full attention.
Every plan includes a 30-day money-back Interview Guarantee. Terms apply.