Photo by the author
LinkedIn is often the first place you look for job offers. The same applies to recruiters when looking for suitable candidates. By optimizing your LinkedIn profile, you augment your chances of being noticed by recruiters and ultimately getting hired.
Here are seven tricks that will support you get on recruiters’ radar.
Author’s photo | AI napkin
Trick #1: Optimize your headline
Author’s photo | ChatGPT
Don’t just list your role, such as “data scientist.” It’s too vague. Go beyond this by adding keywords recruiters search for, but keeping it concise. Follow the following structure: position -> specialization -> industry.
For example, your headline might be: Data Analyst | Python, SQL, TensorFlow | Machine learning and predictive analytics
Trick #2: Apply a pristine photo and technical image for your cover
Author’s photo | ChatGPT
Apply a pristine headshot; it’s best to hire a professional photographer. You’ll get a lot more views even if your selfie doesn’t look that bad.
For your cover image, create a data visualization that’s relevant to your industry: a chart, a code snippet, or a succinct tagline like “Build models that actually ship.”
Trick #3: Polish your “About” section.
Consider the “About” section of your advertising pitch: you need to sell yourself in a few sentences.
Please do not write a general summary such as:
“I am a highly motivated and results-oriented data scientist with strong analytical skills. I have experience in Python, R, SQL and machine learning. I am passionate about using data to draw insights and add value to organizations. I work well both independently and in a team environment and I am always eager to learn new technologies.”
It’s full of clichés, it’s vague, and it doesn’t provide examples of projects, outcomes, or industries. How do you think recruiters will find you if your summary is missing the keywords they’re looking for?
Instead of a general paragraph, focus on this.
Author’s photo | AI napkin
- Tools you work with -> Python, Pandas, Polar, Barn, MLflowcloud platforms, Streamlined
- Biggest wins -> improved model accuracy, increased revenue by X%
- What do you specialize in -> recommendation systems, NLP, causal inference
We are focusing again on keywords and maintaining a first-person perspective.
Trick #4: Show, don’t just tell
Don’t say you build models – prove it.
Author’s photo | ChatGPT
Recruiters love evidence and will look for it in the “Featured” section of your LinkedIn profile. Apply it to showcase projects, portfolios, media appearances and featured articles. Add links to GitHub and share blog posts about your projects.
Thanks to this, your profile will become a mini-portfolio. Seeing working code often catches the recruiter’s attention, reducing the need to dig into the entire portfolio.
Trick #5: Engage strategically
From time to time, it is not enough to write a post and comment. Being everywhere isn’t good either. You need to strategically engage with the data community and strike a balance between being observable and avoiding an overzealous atmosphere.
Follow these paths to augment your visibility.
Author’s photo | AI napkin
Trick #6: Apply the “Open to Work” setting (the clever way)
Author’s photo | ChatGPT
You’re probably familiar with the option that displays a green “#OPENTOWORK” banner on your photo. Be more subtle. Take advantage of this option, but update your settings so that only recruiters can see that you are looking for a job. This way you will attract attention without publicly announcing your search results.
Trick #7: Fill “Skills” and “Experience” with keywords
Yes, keywords again. If they are not on your profile, you will not appear in recruiters’ search results. Recruiters are looking for tools and techniques, so add them.
Author’s photo | ChatGPT
- Basic languages -> Python, R, SQL
- Libraries -> scikit-learn, PyTorch, TensorFlowPandas, Spark
- Domains -> A/B testingforecasting, computer vision, NLP
- Gentle skills -> interpersonal communication, cross-functional coordination, mentoring, joint problem solving
- Industry terms -> feature engineering, time series forecasting, profit optimization, marketing analytics
Reflect your actual experiences (don’t lie!) and the language in the job postings you target.
Application
Fill out your profile with keywords that reflect your experience and skills – and that recruiters will be looking for.
Once recruiters find you, the next step is to get them to contact you. They will only do this if they see evidence of how you solve problems and achieve results, which they will typically evaluate by reviewing your portfolio.
Once you start seeing your profile as an SEO-optimized portfolio, recruiters will start seeing you too. Make their job easier. Make your job search more effective.
Nate Rosidi is a data scientist and product strategist. He is also an adjunct professor of analytics and the founder of StrataScratch, a platform that helps data scientists prepare for job interviews using real interview questions from top companies. Nate writes about the latest career trends, gives interview advice, shares data science projects, and discusses everything related to SQL.