ML Engineer – NLP and Large Language Models (LLM)

About the Position

ABCloudz is a dynamic technology company specializing in modernizations, software development, and digital transformation, with a focus on developing AI-driven applications. We are seeking a highly skilled ML Engineer – NLP and Large Language Models (LLM) to join our team and contribute to the creation of innovative products related to SQL generation using NLP and programming code analysis.

Responsibilities

• Research and implement state-of-the-art techniques and frameworks for LLM training and inference, such as ChatGPT, Langchain, StarCoder, SQLCoder, etc.
• Train, fine-tune, and evaluate LLMs on various datasets, benchmarks, and evaluation metrics, such as WikiSQL, Spider, HumanEval, etc.
• Experiment with different prompt engineering, in-context learning, zero-shot learning, and other methods to improve the performance and robustness of LLMs for various tasks, such as natural language to SQL (NL2SQL), natural language to code (NL2Code), code analysis, code generation, etc.
• Collaborate with cross-functional teams and stakeholders to understand the business requirements and use cases for LLM-based products.
• Communicate and document the technical details and results of the LLMs and products.

Requirements

• A bachelor’s degree or higher in computer science, data science, artificial intelligence, or a related field.
• Previous experience in developing AI models for SQL generation from natural language queries.
• Familiarity with SQL generation tools and techniques, including query templates and SQL builders, is essential.
• Knowledge of databases and data management concepts is important for working with SQL databases.
• Familiarity with NLP pre-trained models (e.g., ChatGPT, Langchain, StarCoder, SQLCoder).
• Strong programming skills, with experience in languages like Python.
• Familiarity with code analysis tools, static analysis, and code quality assessment.
• Ability to work collaboratively with software development teams.
• Effective communication skills for technical and non-technical stakeholders.
• A proactive and creative approach to problem-solving.
• Dedication to staying updated with emerging AI technologies.

We Offer

• Opportunity to work with a growing company on the cutting-edge of information technologies, cloud services, application development, and digital infrastructure.
• A perfect environment to raise your professional skills, understand new technologies, and work with world-class companies.
• Join a team of hundreds of employees across five countries, including our headquarters in Redmond, Washington, and offices in San Francisco, Israel, Poland, and Ukraine.

About the Company

ABCloudz is a global full-service company operating at the cutting edge of the latest application development and data management technologies. At ABCloudz, we believe optimal data environments are the greatest competitive advantage, and our Solutions Architects have experience with building enterprise-grade systems. Our mission is to help businesses accurately, efficiently, and reliably build, move, and manage data workloads. Our expertise covers all major cloud and on-premises databases, including Oracle, SQL Server, Azure, AWS, and GCP solutions. Our prolific developers are focused on delivering the best possible digital solutions leveraging our expertise with BI, Advanced Analytics, AI, Big Data, IoT, DevOps, and Managed Services.

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