AI Expert for Data-Driven Insights

3 days ago

Bengaluru, Karnataka, India alphastream Full time

Are you an expert in machine learning and AI technologies looking for a challenging role that will allow you to drive innovation and growth in the capital markets industry?

We are seeking a highly experienced AI Expert to join our team at Alphastream.ai. As an AI Expert, you will be responsible for building and enhancing AI-driven products, optimizing data pipelines, and mentoring a high-performing team.

About the Role:

We are looking for a talented individual with over 12 years of experience in applied science or machine learning roles. The ideal candidate will have a deep understanding of large language models (LLMs), information retrieval, information extraction, and advanced ranking algorithms. You will also have hands-on experience with vector databases and ranking algorithms, as well as demonstrated ability in operationalizing AI solutions in production environments.

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.

Requirements:

  • 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:

  • $150,000 - $200,000 per year salary, depending on experience.
  • Comprehensive benefits package.
  • Opportunities for professional growth and development.
  • Cutting-edge technology and innovative work environment.
  • Diverse and inclusive culture.

About Us:

Alphastream.ai is a dynamic and forward-thinking company that provides cutting-edge AI and ML solutions for the capital markets industry. Our team is comprised of experts who share a passion for driving innovation and growth through data-driven insights. We believe in fostering a collaborative and growth-oriented environment where all individuals can maximize their full potential.

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