Software Engineer, Retrieval systems
Tel Aviv-Yafo, Tel Aviv District, IL
Fiverr
One marketplace, millions of professional services. Browse. Buy. Done.Description
We're looking for a talented Backend Engineer to join our algo & ML team. You'll play a pivotal role in enhancing the search experience for 10s of millions of users worldwide, designing and implementing advanced algorithms that make our platform more intuitive and effective.
What am I going to do?
- Develop and optimize the core retrieval systems that form the backbone of our search architecture, focusing on enhancing the recall and precision of search results.
- Utilize technologies like Elasticsearch, Lucene, Vespa, and machine learning models to build scalable search retrieval systems solutions that form the primary source for our search platform.
- Work closely with data scientists, product managers, and fellow engineers to integrate machine learning models and algorithms.
- Use search metrics such as nDCG, MRR, and user behavior analysis to pinpoint improvements, and conduct rigorous A/B testing and online experiments to validate changes and assess their impact.
- Address complex business challenges related to retrieval by breaking them down into manageable components, conducting in-depth research, and pioneering innovative features for search retrieval.
Requirements
- BSc or MSc in Computer Science, Software Engineering, or equivalent
- 5+ years of software development experience
- 2+ years of experience with a focus on search/recommendation/ads technologies and relevance engineering
- Proficiency in programming languages like Go, Python
- Strong understanding of information retrieval, NLP, graph architectures and machine learning concepts
- An avid learner with a deep passion for data, eager to explore new territories and solve complex problems
- Fluent in English, with strong verbal and written communication skills, including the ability to visualize and explain complex concepts
At Fiverr, we’re not about checklists. If you don’t meet 100% of the requirements for this role but still feel passionate about the position and think you have the right skills and qualifications to excel at it, we want to hear from you.
Equal opportunities
At Fiverr, we prioritize diversity. We celebrate difference and embed it into every aspect of our workplace and product, as well as our community. Fiverr is proud and committed to providing equal opportunity employment to all individuals regardless of race, color, religion, sex, sexual orientation, citizenship, national origin, disability, Veteran status, or any other characteristic protected by law. In addition, Fiverr will provide accommodation to individuals with disabilities or a special need.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: A/B testing Architecture Computer Science Elasticsearch Engineering Excel Machine Learning ML models NLP Python Research Testing
Perks/benefits: Career development
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