Senior Applied Scientist

4 weeks 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. As a Senior Applied Scientist, you will be responsible for building and enhancing AI-driven products, optimizing data pipelines, and mentoring a high-performing team.

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.

About Alphastream.ai:

Alphastream.ai is a cutting-edge technology company that fuels innovation in the financial industry. We provide accurate and timely information, analytics, and tools for financial and non-financial data, empowering wealth managers, asset managers, hedge funds, banks, and investors to make informed decisions.

What We Offer:

At Alphastream.ai, we offer a dynamic and inclusive workplace where your skills are valued and your career can flourish. Enjoy competitive compensation, 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.

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