Machine Learning Engineer, Search Relevance
Welcome to Etsy, where we are passionate about connecting creative entrepreneurs with buyers around the world. As a Machine Learning Engineer for Search Relevance, you will play a crucial role in improving the search experience for our users. We are looking for a highly skilled individual with a strong background in machine learning, natural language processing, and search algorithms. If you are someone who is excited about utilizing cutting-edge technology to enhance user experience and have a passion for Etsy's mission, we invite you to join our team.
- Develop and implement machine learning models and algorithms to improve search relevance on Etsy's platform.
- Collaborate with cross-functional teams including product managers, data scientists, and software engineers to identify opportunities for improving search relevance.
- Conduct research and stay updated on the latest advancements in machine learning and natural language processing techniques.
- Utilize data mining and statistical analysis to identify patterns and trends in user behavior to inform search relevance strategies.
- Develop and deploy A/B tests to evaluate the performance of new search algorithms and features.
- Continuously monitor and analyze search performance metrics to identify areas for improvement.
- Work closely with the engineering team to integrate machine learning models into the search infrastructure.
- Document and communicate findings, methodologies, and results to stakeholders.
- Collaborate with the product team to understand user needs and translate them into actionable solutions.
- Stay updated on industry trends and advancements in machine learning and apply them to improve Etsy's search relevance capabilities.
Strong Background In Machine Learning And Data Science: A Qualified Candidate For A Machine Learning Engineer, Search Relevance Job At Etsy Should Have A Deep Understanding Of Machine Learning Algorithms, Statistical Models, And Data Analysis Techniques. They Should Also Have Experience Working With Large Datasets And Applying Machine Learning Techniques To Solve Real-World Problems.
Proficiency In Programming Languages And Tools: A Machine Learning Engineer At Etsy Should Have Strong Programming Skills In Languages Such As Python, R, And Java. They Should Also Be Familiar With Popular Machine Learning Libraries And Frameworks Such As Scikit-Learn, Tensorflow, And Pytorch.
Experience With Search Relevance And Recommendation Systems: Etsy's Search Engine Is A Critical Component Of The Platform, And The Machine Learning Engineer In This Role Should Have Experience Working With Search Relevance And Recommendation Systems. This Includes Understanding User Behavior, Relevance Metrics, And Optimizing Search Algorithms.
Strong Problem-Solving Skills: As A Machine Learning Engineer At Etsy, The Candidate Should Be Able To Identify And Define Complex Problems Related To Search Relevance, And Develop Innovative Solutions Using Machine Learning Techniques. They Should Also Have A Strong Ability To Communicate Their Ideas And Solutions To Both Technical And Non-Technical Stakeholders.
Knowledge Of E-Commerce And Marketplace Dynamics: Etsy Is An E-Commerce Platform That Operates As A Marketplace For Independent Sellers. A Qualified Machine Learning Engineer Should Have A Good Understanding Of E-Commerce Dynamics, Such As Supply And Demand, Pricing Strategies, And User Behavior In Online Marketplaces. This Knowledge Will Be Essential In Developing Effective Search Relevance And Recommendation Systems For The Platform.
statistical analysis
Deep Learning
Data Visualization
Data Mining
Algorithm development
Information retrieval
Predictive modeling
Natural Language Processing (NLP)
Recommender Systems
Text Classification
Communication
Conflict Resolution
Leadership
Time management
Interpersonal Skills
Attention to detail
Teamwork
Adaptability
Problem-Solving
Empathy
According to JobzMall, the average salary range for a Machine Learning Engineer, Search Relevance in New York, NY, USA is between $110,000 and $150,000 per year. However, this can vary depending on factors such as experience, education, and the specific company hiring. Some companies may offer higher salaries for more experienced or specialized candidates. It is important to research the specific company and their salary ranges to get a more accurate understanding of the salary for this position.
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Etsy is the global marketplace for unique and creative goods. Within our markets, millions of people around the world connect, both online and offline, to make, sell and buy unique goods. We also offer a wide range of Seller Services and tools that help creative entrepreneurs start, manage and scale their businesses.
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