AI-Driven Data Expert

2 days ago

Bengaluru, Karnataka, India alphastream Full time
About the Role

We are seeking a highly experienced Senior Applied Scientist with over 12 years of real-time expertise in cutting-edge machine learning and AI technologies. The ideal candidate will have a deep understanding of large language models (LLMs), information retrieval, information extraction, and advanced ranking algorithms, alongside the ability to operationalize AI solutions and maintain high performance.

Key Responsibilities:
  • LLM Development: Lead the pre-training and fine-tuning of large language models (LLMs) to optimize performance for specific use cases.
  • Information Retrieval, Extraction & Classification: Develop and implement techniques for retrieving, extracting, classifying, and ranking large-scale datasets using advanced algorithms and vector databases.
  • Ai Operationalization: Ensure AI models are effectively deployed in production environments, focusing on performance, scalability, and reliability.
  • Data Pipeline Creation: Design, build, and maintain robust data pipelines to streamline the flow of data for AI applications.
  • Data Curation: Lead efforts in data collection, cleaning, and curation to ensure high-quality datasets for machine learning models.
  • Algorithm Development: Innovate and enhance ranking algorithms to improve the quality and relevance of search and recommendation systems.
  • Performance Optimization: Continuously monitor and fine-tune model performance to meet the highest standards of accuracy, speed, and efficiency.
  • Mentorship: Provide leadership, guidance, and mentorship to junior team members to foster a collaborative and growth-oriented environment.
Required Skills and Qualifications
  • 12+ years of experience in applied science or machine learning roles.
  • Proven expertise in information retrieval, information extraction, LLM pre-training and fine-tuning, and information classification.
  • Hands-on experience with vector databases and ranking algorithms.
  • Demonstrated ability in operationalizing AI solutions in production environments.
  • Experience in designing and optimizing data pipelines and conducting data curation.
  • Strong knowledge of performance monitoring and model optimization.
  • Experience leading and mentoring teams in a fast-paced, high-tech environment.
  • Strong programming skills in Python or other machine learning languages.
  • Excellent problem-solving, communication, and teamwork abilities.
Benefits

We offer a dynamic and inclusive workplace where your skills are valued and your career can flourish. You will enjoy competitive compensation ($250,000 - $350,000 per year), a comprehensive benefits package, and opportunities for professional growth. Immerse yourself in an innovative work environment, maintain a healthy work-life balance, and contribute to a diverse and inclusive culture. Join us to work with cutting-edge technology and be part of a team that recognizes and rewards your achievements, all while fostering a fun and engaging workplace culture.

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