Senior Machine Learning/Generative AI Engineer

Job Description

We are seeking a highly skilled and motivated Senior Machine Learning/Generative AI Engineer to join our dynamic team at GlobalLogic. This role focuses on developing, deploying, and optimizing Large Language Models (LLMs) for chatbot applications. You will work on cutting-edge AI technologies to create conversational agents that provide engaging and insightful interactions with users.

Key Responsibilities

• Design and Implement Chatbot Solutions: Utilize Large Language Models such as OpenAI GPT API or similar frameworks to design and implement chatbot solutions.
• Collaborate with Cross-Functional Teams: Work with various teams to integrate chatbot solutions into existing platforms and workflows.
• Optimize and Fine-Tune Models: Enhance LLMs for performance, accuracy, and user engagement.
• Build and Optimize Databases: Develop and optimize RAG and vectorized databases.
• Monitor and Evaluate Performance: Continuously assess the performance of chatbot applications, identify areas for improvement, and implement updates.
• Stay Updated: Keep abreast of developments in AI, machine learning, and NLP to ensure our solutions remain cutting-edge.
• Documentation: Develop and maintain documentation related to ML models, including model design, deployment details, and performance metrics.
• Data Collaboration: Work with data engineers to ensure the availability and quality of data for training and fine-tuning models.
• Implement Security Measures: Ensure the protection of sensitive information processed by chatbots.

Requirements

• Experience: Over 5 years of experience in machine learning and NLP, with a focus on developing applications using LLMs.
• Technical Skills: Proficiency in programming languages such as Python and frameworks/libraries like TensorFlow, PyTorch, and Hugging Face Transformers.
• Cloud Services: Experience with cloud services (AWS, Azure, GCP) for deploying ML models and applications.
• API Integration: Strong understanding of RESTful APIs for integrating chatbot functionalities into different platforms.
• Version Control: Familiarity with version control tools (e.g., Git) and ML development tools (e.g., Jupyter Notebooks, MLflow).
• Problem Solving: Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment.

Preferred Qualifications

• Front-End Knowledge: Knowledge of front-end technologies (HTML, CSS, JavaScript) for crafting interactive chatbot interfaces is advantageous.
• Certifications: Certifications or advanced training in machine learning, cloud architectures, or similar fields.
• Community Engagement: Active participation in relevant tech communities or contributions to open-source projects in the ML/NLP domain.

What We Offer

• Empowering Projects: Work on groundbreaking projects that leverage cutting-edge technologies.
• Growth Opportunities: A culture of continuous learning and professional development.
• Diversity and Inclusion: A commitment to providing equal opportunities and fostering an inclusive work environment.
• Career Development: Abundant opportunities for growth and career advancement.
• Comprehensive Benefits: A benefits package that prioritizes the overall well-being of our consultants.
• Flexible Opportunities: Work-life balance with flexible opportunities tailored to your lifestyle.

Join us at GlobalLogic, a leader in digital engineering, and help us design and build innovative products, platforms, and digital experiences for the modern world.