How to become a search and recommendations engineer: 11 beginner jobs open today

1. Know what the work is. A search and recommendations engineer builds search boxes, rankings and the “you may also like” lists that decide what people see first. Beginner postings today use titles like Staff Software Engineer, Backend (Search); Internship - Search Machine Learning Engineer; Staff Machine Learning Engineer - Search; Internship - Search Backend Infra Engineer; Software Engineer - Universal Search.
2. Learn the skills employers name first. In today’s 289 postings: SQL (9%).
3. Build proof you can show. Two or three results with a number, from a job, a course project or volunteer work. The kind of line a recruiter looks for: “Rebuilt the order service in Python, cutting median response time from 480 ms to 190 ms at the same traffic”.
4. Write the resume and the letter. Start from the search and recommendations engineer resume example and the cover letter example, and replace every line with your own.
5. Apply where beginners are hired. 11 of today’s 289 open search and recommendations engineer jobs are junior or intern roles or ask for two years of experience or less. See the open jobs and check each one with the resume match checker before you apply.

Elasticsearch (47%), Java (45%), Python (36%), LLM (28%), Machine Learning (28%), AI (23%), Kubernetes (19%), Vector databases (18%), Serverless (17%), Rust (17%) of today’s 289 open search and recommendations engineer postings name them. Learn the first three well before the rest.

The step is the level word in the job title; “No level in the title” is usually the mid-level role. After senior, people move into lead, staff or principal roles, or into managing a team. What each level means.

• Get fluent in SQL, the skill today’s postings name most, and prove it with a project you can show.
• Take one short course in the field and finish it with a project, not only a certificate.
• Keep a list of your results with numbers, updated every month: it becomes your resume lines and your interview stories.
• Find one person a few years ahead of you in this work and ask for a 20-minute talk each quarter.

• Headline: the title employers search for, then your strongest skills and one result: “Search and Recommendations Engineer | SQL | [one result with a number]”.
• About: three short paragraphs: what you do, two results with numbers, what you want next.
• Skills section: list the skills postings name, in their words: Elasticsearch, Java, Python, LLM, Machine Learning.
• Open to work: set the job titles and places you want; recruiters filter by them.

Write the headline with the LinkedIn headline generator.

How much experience do search and recommendations engineer jobs ask for?

The median in today’s postings is 5 years; 7% of the postings that name a number ask for two years or less.

Do I need a degree to become a search and recommendations engineer?

4% of today’s 289 postings say no degree is required. Many others accept equivalent experience: read the requirements of each posting.

How much does a beginner search and recommendations engineer earn?

Few beginner postings state pay. Across all levels, the median advertised pay is $232K a year.

What qualifications do you need to become a search and recommendations engineer?

Employers name skills first: SQL (9%) of today’s postings. The median posting asks for 5 years of experience. 4% say no degree is required. Few postings ask for a specific certification.

Is AI replacing search and recommendations engineers?

Not in today’s postings: 289 search and recommendations engineer jobs are open on Jobs Every Hour as of Nov 15, 2026, and 45% of them ask for AI or machine-learning skills, alongside SQL (9%).