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Machine Learning Engineer for Advanced Search Systems
2 weeks ago
Company Overview
Tftus is a cutting-edge technology company that specializes in developing innovative search systems. Our team of experts is dedicated to creating AI-powered solutions that improve the way people interact with information.
Job Description
We are seeking an experienced Machine Learning Engineer to join our team and work on improving our search and ranking systems. As a key member of our data science team, you will design and implement machine learning models to optimize how information is retrieved and ranked. Your expertise in machine learning and natural language processing (NLP) will be instrumental in enhancing our search capabilities.
Key Responsibilities
- Develop and train machine learning models for search and ranking tasks, including classifiers, embedding models, and ranking algorithms.
- Optimize pipelines for data ingestion and indexing to ensure efficient data processing.
- Deploy embedding-based models to improve search systems and ensure fast and efficient results.
- Work closely with backend teams to integrate Redis caching and semantic search solutions.
Required Skills and Qualifications
- Strong knowledge of machine learning and NLP, including embeddings and ranking models.
- Proficiency in Python and experience with frameworks like TensorFlow or PyTorch.
- Experience with search technologies like Elasticsearch or vector search systems.
- Familiarity with AWS services (e.g., Lambda, S3) and scalable cloud architectures.
- Knowledge of building data pipelines for scraping and processing.
- Experience integrating external AI APIs (e.g., OpenAI) into systems.
