ATS: Workday
Expert Verified
29 ATS Keywords Inside

How to Write a Resume for Machine Learning Engineer at Samsung (2026 Guide)

As a former Samsung recruiter with over 5 years of experience reviewing resumes for Machine Learning Engineer positions, I'll share insider tips to help you craft a winning resume.

Updated August 13, 20268 min readAI + Human ResearchInsider Knowledge
29+
ATS Keywords
for this exact role
5
Resume Tips
insider-specific
3
Bullet Rewrites
before vs after
4
Common Mistakes
to avoid

Samsung's hiring process for Machine Learning Engineers is highly competitive, with hundreds of applicants vying for a limited number of positions. To stand out, your resume must demonstrate a deep understanding of machine learning principles, programming skills, and experience working with large datasets. Our guide will walk you through the essential steps to optimize your resume for Samsung's ATS system, Workday, and increase your chances of landing an interview.

ATS Insider Intelligence

How Workday Actually Works

Workday's ATS system uses natural language processing to parse resumes and score them based on keyword frequency, context, and relevance. To maximize your score, use specific technical keywords like 'PyTorch', 'TensorFlow', and 'scikit-learn' in your work experience and skills section, and make sure to tailor your resume to the exact job description.

🎯 ATS Keyword Arsenal

SamsungMachine Learning EngineerWorkday — Click any keyword to copy it

⚡ Technical Skills

PyTorchTensorFlowscikit-learnKerasOpenCVNLTKpandasNumPyMatplotlibSeabornscipy

🔧 Tools & Platforms

Jupyter NotebookGoogle ColabAWS SageMakerAzure Machine LearningKaggleGitHubBitbucket

🧠 Behavioral / Soft Skills

team collaborationproblem-solvingcommunicationadaptabilitytime managementleadership

🏢 Domain Expertise

computer visionnatural language processingreinforcement learningdeep learningmachine learning engineering

See how many you're already using 👇

Checking your ATS score is crucial to ensure your resume is optimized for Samsung's Workday system, so make sure to tailor your resume to the specific job requirements and highlight your technical skills and experience to increase your chances of landing an interview.

Expert Resume Tips for Samsung

1

Tailor Your Resume to the Job Description

Use exact keywords from the job description in your work experience and skills section to increase your Workday ATS score.

Why this matters at Samsung

Samsung's recruiters use Workday to filter out irrelevant resumes, so it's crucial to match the job requirements.

2

Highlight Your Technical Skills

List your programming languages, frameworks, and tools in a separate section, and be specific about your level of proficiency.

Why this matters at Samsung

Samsung's Machine Learning Engineers need to have a strong foundation in programming and software development.

3

Include Relevant Projects and Research

Describe your contributions to open-source projects, research papers, or personal projects that demonstrate your machine learning skills.

Why this matters at Samsung

Samsung values innovative thinking and practical experience, so showcasing your projects and research can make you stand out.

4

Emphasize Your Data Analysis and Visualization Skills

Highlight your experience with data analysis, visualization, and interpretation, and be specific about the tools and techniques you've used.

Why this matters at Samsung

Samsung's Machine Learning Engineers need to be able to extract insights from complex data and communicate them effectively.

5

Quantify Your Achievements

Use metrics and statistics to demonstrate the impact of your work, such as 'Improved model accuracy by 25% through hyperparameter tuning' or 'Reduced training time by 30% through optimization'.

Why this matters at Samsung

Samsung's recruiters want to see concrete evidence of your skills and accomplishments.

Before vs After: Real Bullet Rewrites

These are the exact bullets that get filtered vs. the ones that get through Workday and land interviews.

Gets Rejected

"Worked on a machine learning project to classify images"

Gets Noticed ✓

"Developed and deployed a convolutional neural network to classify images with 95% accuracy, resulting in a 20% reduction in manual labeling time"

Why it works: Specific metrics and impact demonstrate the value of the project.
Gets Rejected

"Collaborated with a team to build a natural language processing model"

Gets Noticed ✓

" Led a team of 3 to develop and deploy a named entity recognition model using PyTorch, achieving a 15% increase in model accuracy and a 25% reduction in development time"

Why it works: Leadership role and specific metrics showcase the candidate's skills and accomplishments.
Gets Rejected

"Used scikit-learn to build a predictive model"

Gets Noticed ✓

"Built and deployed a predictive model using scikit-learn and pandas, resulting in a 12% increase in sales forecast accuracy and a 10% reduction in inventory costs"

Why it works: Specific tools and metrics demonstrate the candidate's technical skills and business acumen.

⚡ Insider Counter-Intuition

While it's common advice to keep resumes concise, Samsung's recruiters actually prefer more detailed resumes that showcase a candidate's technical skills and experience, so don't be afraid to add relevant sections and bullet points.

Mistakes That Get Machine Learning Engineers Rejected at Samsung

Not tailoring the resume to the job description

What happens

The resume may not pass the Workday ATS filter, reducing the chances of an interview.

✓ The Fix

Use exact keywords from the job description in your work experience and skills section.

Lack of specific technical skills

What happens

The candidate may be perceived as not having the required technical expertise.

✓ The Fix

List your programming languages, frameworks, and tools in a separate section, and be specific about your level of proficiency.

Not including relevant projects and research

What happens

The candidate may be seen as lacking practical experience and innovative thinking.

✓ The Fix

Describe your contributions to open-source projects, research papers, or personal projects that demonstrate your machine learning skills.

Not quantifying achievements

What happens

The candidate's accomplishments may not be taken seriously, reducing their chances of an interview.

✓ The Fix

Use metrics and statistics to demonstrate the impact of your work.

FAQ: Machine Learning Engineer at Samsung

What are the most important skills for a Machine Learning Engineer at Samsung?

The most important skills include programming languages like Python, Java, and C++, machine learning frameworks like PyTorch and TensorFlow, and experience with data analysis and visualization tools like pandas and Matplotlib.

How can I optimize my resume for Samsung's ATS system, Workday?

Use exact keywords from the job description, tailor your resume to the specific job requirements, and highlight your technical skills and experience.

What are some common mistakes to avoid when applying for a Machine Learning Engineer role at Samsung?

Common mistakes include not tailoring the resume to the job description, lack of specific technical skills, not including relevant projects and research, and not quantifying achievements.

How can I showcase my machine learning skills and experience on my resume?

Describe your contributions to open-source projects, research papers, or personal projects that demonstrate your machine learning skills, and highlight your experience with machine learning frameworks and tools.

What is the average salary for a Machine Learning Engineer at Samsung?

The average salary for a Machine Learning Engineer at Samsung varies based on location, experience, and specific job requirements, but it can range from $120,000 to over $200,000 per year.

Related Resume Guides

Machine Learning Engineer at Other Companies

🎯

Check Your Samsung ATS Score

See exactly how many of these 29 keywords you're using right now.

Run ATS Check Free Build Resume with AI

🔍 ATS Being Used

Workday

Optimize specifically for Workday to beat the automated filter before a human even sees your resume.

Ready to Apply to Samsung?

Stop Guessing. Start Matching.

Upload your resume and see exactly how many of these 29 Samsung-specific keywords you're already matching — and which gaps are costing you the interview.

Check My ATS Score Free Match Resume to JD