For candidates

Get matched on what
you actually know.

Upload your CV — Rigel turns it into a profile, scores it on skills, and shows you where you stand.

Job hunting is frustrating

You don't apply. We do.

Confirm your profile once. Rigel scores you against every role that opens — automatically, on real skills, with full transparency on where you stood.

01 — Upload

Upload once. Used for every role.

Your CV becomes a structured profile you confirm and own. Rigel scores it against every relevant job — no rewriting, no tailoring, no profile to maintain, no network to grow.

STEP 1 OF 2

Upload your CV

Parsing your CV

CV processed!

We'll convert your CV into a structured profile you can review and edit before matching.

This usually takes 1 to 3 minutes.

Your profile is ready for review.

Drag and drop your CV here

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Your CV is processed securely and only used for matching.

Starting up…

Reading sections…

Extracting skills…

CV processed!

We extracted your profile. Review it and make any corrections before confirming.

STEP 2 OF 2

Review your profile

Check the details below and fix anything that looks wrong.

CONTACTEdit
NAME
Alex Carter
EMAIL
alex.carter@hey.com
TITLE
Machine Learning Engineer
PHONE
+1-234-456-789
LOCATION
Phoenix, AZ
LINKEDIN
linkedin.com/in/alexcarter
SUMMARYEdit

Machine learning engineer with 10 years of experience implementing statistical machine learning solutions and forecasting models. Key achievement: optimized personalization algorithms for 25+ applications with 372K users.

SKILLSEdit
PythonTensorFlowComputer VisionNeural NetworksDeep LearningKubernetesGraphQL
Python
Expert
×
TensorFlow
Intermediate
×
Computer Vision
Intermediate
×
Neural Networks
Intermediate
×
Deep Learning
Expert
×
Kubernetes
IntermediateExpert
Beginner
Intermediate
Expert
×
GraphQL
Intermediate
Beginner
Intermediate
Expert
×
EXPERIENCEEdit
Machine Learning Engineer
Datalake AI
San Francisco, CA · Jun 2015 – Present

· Designed deep learning models to detect anomalies in 34+ industrial robots, reducing 83% of monthly downtime.

· Built TensorFlow LSTM networks for speech recognition and OpenCV object tracking pipelines.

EDUCATIONEdit
Bachelor of Science — Electrical Engineering & Computer Science
University of California · 2011 – 2015
ADDITIONALEdit

No additional items extracted.

02 — Matched on skills

Real skills. Weighted by the recruiter. Scored by math.

Each job has its own weights — what counts most for that role. Rigel compares your verified skills, experience, and education against those weights, the same way for every candidate.

STEP 2 OF 2

Review your profile

ADDITIONALEdit

No additional items extracted.

Dashboard

APPLICATIONS
0
8
Above threshold
AVG. MATCH SCORE
0%
62%
+3%
STRONG MATCHES
0
3
≥ 80%
TOP MISSING SKILL
Kubernetes
Missing in 68% of jobs

We scored your profile against 120 jobs this month. Below-threshold matches ranged from 32% to 69%, averaging 58%.

You have 3 active applications out of 8 total applications. 2 have been shortlisted by recruiters. Your average matching score is 62%.

ACTIVITY
Insights ready
We automatically scored your profile against 01224364860728496108120 jobs on Rigel.
Profile confirmed on 5/12/2026
CV uploaded and processed
Account created — welcome to Rigel!
03 — Real feedback

Finally know where you stand. From math, not opinions.

Every application gets a result. When you don't make the cut, you see why: the skills the top scorers shared, the gaps in your profile, your score in the distribution. No human guessed. No AI guessed. The math is what it is — and now you know what to sharpen.

Dashboard

You have 3 active applications out of 8 total applications. 2 have been shortlisted by recruiters. Your average matching score is 62%.

ACTIVITY
You've been shortlisted for Machine Learning Engineer and AI Engineer
Insights ready
We automatically scored your profile against 120 jobs on Rigel.
Profile confirmed on 5/12/2026

Applications

Jobs where you've matched above the recruiter's threshold.

8 applications3 strong matches2 shortlisted1 interviewed
SHORTLISTED (3)

Senior ML Scientist INTERVIEWED

Vertex Research
Boston, MA·full-time·Applied May 10, 2026
95SCORE

Vertex Research is building large-scale foundation models for clinical decision support, with a focus on multi-modal reasoning across imaging, structured EHR, and clinician notes. We're looking for a senior scientist to lead research direction and own the model evaluation pipeline end-to-end. You'll partner with the head of research on architecture decisions, mentor two junior scientists, and drive publications at top ML and clinical venues. Strong background in transformer architectures, RLHF, and applied evaluation methodology required. Experience with regulated clinical environments is a plus.

Read more
Skills
78%
Experience
100%
Education
100%

Machine Learning Engineer SHORTLISTED

Northwind Labs
Cupertino, CA·full-time·Applied May 12, 2026
92SCORE

Northwind is scaling its ML platform team. The role owns end-to-end pipelines from data ingestion through model serving, with autonomy over architecture and tooling decisions.

Read more
Skills
92%
Experience
90%
Education
95%

AI Engineer SHORTLISTED

Helio Systems
San Jose, CA·full-time·Applied May 12, 2026
90SCORE

Helio Systems is shipping vision and language models into consumer edge devices. The role focuses on hands-on model development, optimization, and on-device deployment.

Read more
Skills
95%
Experience
88%
Education
70%
OTHER MATCHES (5)

Senior Software Engineer

Applied May 12, 2026
75SCORE
Company and full job details unlock when you're shortlisted.

Staff AI Scientist

Applied May 12, 2026
74SCORE
Company and full job details unlock when you're shortlisted.

Senior/Staff AI Algorithms Engineer

Applied May 12, 2026
70SCORE
Company and full job details unlock when you're shortlisted.

Junior Frontend Developer

Applied May 12, 2026
63SCORE
Company and full job details unlock when you're shortlisted.
04 — Insights

Every match teaches you something.

Even the matches that didn't cross the threshold aren't wasted. Rigel turns the full set into a map of where you stand, where your strengths are, and where to grow next.

Insights

Understand your match patterns and where you stand.

Rigel reflects your current profile — not a target to game.

How your profile performed across all matched jobs.

120
Jobs matched
62%
Avg. score
8
Above threshold
Strong ≥80%
8
Moderate 60–79%
34
Weak <60%
78
112 below-threshold matches. Not failures — data.

Skills that frequently appear in roles you were matched against, but are not currently reflected in your profile.

Kubernetes
68%
AWS
54%
TypeScript
47%
GraphQL
35%
Learning paths for Kubernetes
COURSE

Linux Foundation CKAD certification — 6 weeks online

PROJECT

Deploy your portfolio on K8s · try the K8sCraft Kaggle challenge

MASTER'S

MSc Cloud Computing — BU Online, part-time, 18 months

Top missing skill: Kubernetes. Here's where to learn it.

Skills on your profile that match most frequently across jobs.

Python
89%
TensorFlow
82%
Deep Learning IN DEMAND
76%
Neural Networks
71%
Computer Vision
68%
Your match magnets — these earn you the most matches today.

Not all skill evidence carries the same weight.

Work experience
Full credit
Personal project
Demonstrated
Certification
Validated
Course
Structured learning
Self-reported
No evidence
Elaborate your skills

Tell us where each skill comes from — work, project, or course.

Link your evidence

Attach GitHub repos, certificates, or portfolio links for verification.

Stronger evidence, stronger matches. Here's how Rigel weighs it.

Average score breakdown across all matched jobs.

SKILLS
71%
STRONGEST AREA
EXPERIENCE
58%
LOWEST AREA
EDUCATION
65%
 
Strongest area: Skills. Lowest: Experience. Focus there.

Average match score over the last 4 months.

55%
Jan
58%
Feb
60%
Mar
62%
Apr
+7% in four months. Growth Rigel tracks.
05 — Get found, not famous

Skills, not status.

Finding a job shouldn't mean maintaining a personal brand. No headshot. No follower count to chase. No thought-leader posts to crank out. No “humbled to announce” theater. Quiet candidates with real skills get the same matches as the loudest ones — and recruiters never see whether you posted last quarter or last decade.

Profile activity · Personal branding
Posts in last 24h — all chasing engagement
POSTS / 24H
13
Alex CarterPRO · $29/MO
Senior ML Engineer 🚀 · Building the future of AI ✨ · Top Voice in ML · Coffee enthusiast ☕
Followers
1,623
TimePostEngagement
09:14🚀 New Project Alert: Building a Sentiment Analyzer with Transformers! 🎬 Excited to share I'm kicking off a deep dive into BERT fine-tuning...
11:32Just wrapped up the first module of the Advanced LLM Agents Course! 🚀 Diving deep into ReAct prompting and tool use. The future is here 💪 #AI #MachineLearning
13:42🚀 Day 1of the Stanford NLP MOOC! 📚 Already loving the structure. Will share weekly updates as I go through. Drop a 🤖 if you're learning ML too!
14:08🚀 Exploring the Impact of Prompt Engineering on Production LLMs. Have you ever considered how a single line in your system prompt can shift behavior by 30%? 💻✨ Thread below 🧵
16:12🤔 Hot take: most teams over-engineer their ML stack. Here are 5 simple tools that beat 95% of complex pipelines 🧵 1/ Pandas, 2/ FastAPI...
17:22🎯 Reflecting on 3 lessons from shipping ML at scale this quarter. 1/ Profile before optimizing. 2/ Tests beat clever code. 3/ Document the why, not just...
20:45🙌 Humbled to announce I just hit 1K followers! Thanks to everyone supporting the journey. More content on the future of AI dropping weekly 🚀✨ #grateful
!
Stop, and recruiters stop finding you.
On other platforms, this is how recruiters find you. Every day. 13 posts · +584 followers · 0 skills verified.
Profile activity · Skills-first
Actions in last 24h — all on your growth
ACTIONS / 24H
7
Candidate #A-2026-0142
Senior ML Engineer · 5 years · MSc Computer Science
Match score trend
+3%
TimeActionStatus
09:14Uploaded CVParsed
09:18Confirmed profile — 47 skills, 3 work entriesConfirmed
10:4212 strong matches detectedNew
13:08Reviewing Insights · skill gap chartRead
14:24Explored top missing skill: KubernetesRead
16:41Reviewed match: Senior ML Engineer · Vertex ResearchRead
20:45Shortlisted for ML Engineer · Northwind LabsNew
0 posts · +3% match score · 3 new shortlists
Same 24 hours. All spent on you.

See where you stand.

Upload your CV. Get matched on every relevant role automatically.