RoleFit
New analysis
0%

top match score

best fit role

✦Your closest match

DevOps Engineer

Your resume aligns best with DevOps Engineer (64%), supported by clear evidence of git & github, aws, and cloud deployment. With 7 skills detected, you have a solid starting base to grow from. The most common gaps across roles are sql, data visualization, and docker — improving these lifts several of your scores at once.

#1

DevOps Engineer

64%
#2

Machine Learning Engineer

64%
#3

NLP Engineer

58%

7 skills extracted from the resume

pythonjavadata analysismachine learninggit & githubawscloud deployment

resume snapshot

Durgesh Dutt Sinha Pune, Maharashtra, India | +916299257203 | durgeshdsinha@gmail.com | LinkedIn | GitHub EDUCATION Master of Computer Applications, AIML Jul 2025 - Present Sri Balaji University, Pune, Maharashtra, India ● Specializing in Artificial Intelligence and Machine Learn…

best match

64%

DevOps Engineer

average score

38%

across 11 roles

skills found

7

via keyword + synonym rules

roles ≥ 50%

4/11

half credit or better

01Role-by-role breakdown

Every role, scored.

present (3)

git & githubawscloud deployment

partial (3)

linuxdockerci/cd

missing (1)

kubernetes

Your strongest signals here are git & github, aws, and cloud deployment. The main gaps are kubernetes, while the linux, docker, and ci/cd are only partially covered — these are learnable in a few focused weeks.

02readiness & rehearsal

Polish the document. Prep the answers.

ats readiness

Recruiter-scan fitness.

0%

ats score

Well structured — scanners and recruiters will find what they need.

Adequate length

Contact details present

Dedicated skills section

Education mentioned

Projects or experience

Quantified achievements

Strong action verbs

Start bullets with verbs like built, designed, implemented, or analyzed.

Skill keyword richness

interview prep

Rehearse for DevOps Engineer.

Questions drawn from your strongest and weakest signals — answer each out loud in under a minute.

  1. 1

    Walk me through a project where you used git & github — what was the measurable outcome?

  2. 2

    How did you learn aws, and how do you keep your knowledge of it current?

  3. 3

    DevOps Engineer teams routinely use kubernetes. How would you get productive with it in your first month?

  4. 4

    Which project on your resume best shows real-world impact, and how would you quantify it?

  5. 5

    Where do you see the DevOps Engineer role evolving in the next two years, and how are you preparing?

03gap intelligence

Where the points are hiding.

coverage matrix

Every skill, every role.

presentpartialmissing

DevOps Engineer

64%

Machine Learning Engineer

64%

NLP Engineer

58%

Data Scientist

50%

Data Engineer

43%

QA / Test Engineer

42%

Data Analyst

36%

Full Stack Developer

21%

Business Analyst

17%

Frontend Developer

17%

Backend Developer

7%

highest impact

Skills that unlock the most.

Learning any of these raises several of your role scores at once.

1

sql

lifts 8 roles

+119.6 pts
2

rest api

lifts 5 roles

+81.9 pts
3

javascript

lifts 4 roles

+65.2 pts
4

docker

lifts 7 roles

+51.2 pts
5

data visualization

lifts 3 roles

+43.5 pts
6

typescript

lifts 2 roles

+36.7 pts

what-if simulator

Pick skills to learn. Watch scores rise.

Toggle the skills below to simulate how your matches would change once you have learned them — computed live by the same scoring rule.

your biggest gaps

projected top matches

DevOps Engineer

64%

Machine Learning Engineer

64%

NLP Engineer

58%

Data Scientist

50%

Cloud Solutions Architect

43%

Data Engineer

43%

Select a skill on the left to preview your improved scores.

04grow & improve

Actionable improvements.

smart suggestions

Ways to strengthen your resume.

Actionable improvements based on your content and target role.

Add stronger action verbs

Achievement

Start your bullet points with verbs like "built," "optimized," "deployed," or "led" instead of passive phrases like "was responsible for."

Quantify your achievements

Achievement

Add numbers to your accomplishments: "Processed 50k+ records" or "Improved load time by 40%" makes a stronger impression than vague descriptions.

Add more technical keywords

Keywords

Only 7 skills were detected. Name specific tools, frameworks, and technologies you've used to improve ATS matching.

Learn kubernetes to boost your DevOps Engineer match

Projects

These skills are required for DevOps Engineer but missing from your resume. Add a project using them, even a small portfolio piece counts.

recommended certifications

Credentials that boost your profile.

Based on your skills and gaps — these certifications add credibility.

AWS Machine Learning Specialty

advanced

Amazon Web Services

Advanced certification for designing, implementing, and maintaining ML solutions on AWS.

~100h
mlawspython

IBM Data Science Professional Certificate

intermediate

IBM (via Coursera)

Full data science pipeline from data collection to model deployment.

~200h
pythonmldata analysis

Google Cloud Associate Cloud Engineer

intermediate

Google Cloud

Deploy applications, monitor operations, and manage enterprise solutions on GCP.

~60h
gcpcloud deploymentkubernetes

AWS Cloud Practitioner

beginner

Amazon Web Services

Foundation-level certification covering AWS cloud concepts, services, and basic architecture.

~20h
awscloud deployment

keyword density

How often skills appear.

Frequently mentioned skills signal expertise — but balance is key.

machine learning
3× (1.4%)
java
2× (0.9%)
aws
2× (0.9%)
python
1× (0.5%)

role fit spectrum

Your match across roles.

DevOps Engineer64%
Machine Learning Engineer64%
NLP Engineer58%
Data Scientist50%
Data Engineer43%
QA / Test Engineer42%

google xyz formula

Resume Bullet Point Optimizer

Transform ordinary duty statements into high-impact, ATS-optimized lines following the formula: Accomplished [X] as measured by [Y] by doing [Z].

Try weak sample:
0 characters

05Learning roadmap

Your next 4 weeks, planned.

Built from the missing and partial skills of DevOps Engineer(current match 64%)

01

week 1

Linux command-line skills

Practice navigating directories, file permissions, and pipes in any free Linux sandbox or WSL. Write a small shell script that automates a boring task. You already have related foundations, so focus on closing the specific gap rather than starting from zero.

02

week 2

Docker container fundamentals

Work through the official Docker getting-started guide. Write a Dockerfile for one of your apps or APIs, build the image, and run it locally until it works end to end. You already have related foundations, so focus on closing the specific gap rather than starting from zero.

03

week 3

CI/CD pipeline setup

Add a simple continuous-integration workflow (for example with a Git-based automation service) that installs dependencies and runs your tests on every push. You already have related foundations, so focus on closing the specific gap rather than starting from zero.

04

week 4

Kubernetes core concepts

Learn pods, deployments, and services from the official Kubernetes tutorials. Deploy your own Docker container to a local cluster such as Minikube or kind.

Responsible AI note

This tool is for guidance and learning only. Match scores are estimates based on keyword overlap, not hiring decisions, and a missing keyword does not necessarily mean a missing ability. Please combine these results with human review by mentors, teachers, or recruiters.