Senior Machine Learning Engineer
hace 1 semana
Job Title: Senior Machine Learning Engineer - Search and Ranking Expert
Location: Remote work opportunity in Mexico, flexible schedule
Work Arrangement: Monday to Friday, 8 hours a day, CST time zone
Total Experience: 7+ years of experience in machine learning engineering
Relevant Experience: 4+ years of experience in search and ranking systems
About the Role:
- Design and implement advanced machine learning models for search and ranking applications, including metadata classifiers, embedding models, and reranking algorithms.
- Develop and optimize large-scale data pipelines for ingestion, enrichment, and indexing, ensuring high performance and low latency.
- Build and deploy state-of-the-art embedding-based models for hybrid search systems, driving business growth through improved search relevance.
- Collaborate with backend teams to integrate Redis caching and semantic search solutions, enhancing system efficiency and scalability.
- Integrate external AI/ML APIs (e.g., OpenAI) to enhance system capabilities and stay ahead of competitors.
- Monitor and fine-tune search ranking algorithms to improve relevance metrics and drive user engagement.
- Design and implement semantic caching strategies to ensure seamless integration with the Hybrid Search DB.
Requirements:
- Demonstrated expertise in machine learning fundamentals, including NLP techniques, embeddings, and ranking models.
- Proficiency in Python, TensorFlow, PyTorch, or similar machine learning frameworks.
- Experience with search technologies (e.g., Elasticsearch, vector search systems), ensuring high-performance search results.
- Familiarity with AWS services (e.g., Lambda, S3) and scalable architectures, enabling efficient data processing.
- Knowledge of data scraping and processing pipelines, ensuring accurate and relevant search results.
- Hands-on experience integrating and optimizing external AI APIs (e.g., OpenAI), staying up-to-date with industry trends.
- Excellent problem-solving skills and ability to work in a microservices-based environment, driving innovation and growth.
Salary Estimate: $120,000 - $180,000 per annum, depending on experience and qualifications
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