Senior Machine Learning Engineer

hace 1 semana


Guadalajara, Jalisco, México Think Future Technologies Pvt Ltd A tiempo completo

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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