Software Engineer - Multi Modal Learning

Company Overview

XYZ Research Lab is a cutting-edge technology firm focused on advanced research and development in the field of artificial intelligence, particularly multi-modal learning. Our culture emphasizes innovation, collaboration, and continuous learning to push the boundaries of technology.

Job Summary

The Software Engineer - Multi Modal Learning will play a pivotal role in advancing our research efforts in multi-modal learning. The candidate will be responsible for generating labeled synthetic data, evaluating model performance, and fine-tuning large language models in collaboration with a dedicated research team.

Responsibilities

• Develop and implement advanced prompting techniques to generate labeled synthetic data for multi-modal learning applications.
• Evaluate models for accuracy and latency to ensure optimal performance, utilizing cutting-edge analytical tools and methodologies.
• Collaborate with research teams to fine-tune large language models, contributing to groundbreaking research initiatives.
• Work with cross-functional teams to integrate research outputs into practical applications, ensuring seamless deployment and scalability.
• Continuously explore and innovate new methodologies to enhance multi-modal learning processes, staying ahead of industry trends.

Qualifications

• Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or a related field from a top-tier academic institution.
• Strong programming skills in languages such as Python, Java, or C++, with a focus on algorithm optimization and efficiency.
• Extensive experience with machine learning frameworks such as TensorFlow or PyTorch, including development and deployment.
• Demonstrable problem-solving skills and attention to detail, with a history of innovative solutions to complex challenges.
• Strong communication skills to effectively collaborate with research teams, including presentation of research findings.

Preferred Skills

• Experience in natural language processing and understanding, with a strong portfolio of published research or projects.
• Familiarity with multi-modal learning techniques and applications, including cross-disciplinary approaches.
• Knowledge of data generation and augmentation strategies, particularly in synthetic data environments.
• Experience with cloud-based machine learning platforms, with a focus on scalable architecture design.

Experience

• Minimum of 2 years of experience in software engineering, with a focus on machine learning or artificial intelligence, preferably in a research-intensive environment.

Environment

• The role is based in Bangalore, with a full-time commitment.
• Work will primarily be conducted in a research lab setting, requiring collaboration with a dynamic and innovative team.

Growth Opportunities

• Potential for career advancement within the research lab, contributing to high-impact projects and leading-edge publications in the field of AI and multi-modal learning.