ML Engineer – NLP and Large Language Models (LLM)

Multiple locations across Israel, Israel

Are you excited about data and clouds? Do you like being involved in solving complex business problems by creating advanced and innovative technical solutions like Gen AI?

If yes — please talk to us!

Join ABCloudz team — we’ve been helping customers to modernize legacy applications, create new solutions, and manage data/applications/infrastructure for over 20 years. With close to 300 engineers and architects in 8 offices worldwide, ABCloudz is considered to be one of the best company in the world for database and application migrations and modernizations having absolutely unique expertise in developing migration software for Microsoft and AWS. Taking care of data for customers to make sure it’s secure, available, consistent and managed in a cost-effective manner with mitigated risks — this is in our DNA. So if you enjoy working with data and considering what’s your next career move, we’ll be thrilled to talk to you!

ABCloudz is a dynamic technology company specializing in modernizations, software development and digital transformation, extending the focus on developing AI-driven applications. We are seeking a highly skilled AI Model Training Specialist to join our team and contribute to the creation of innovative products related to SQL generation using NLP and programming code analysis.

Requirements:

We expect you to bring the following experience and qualifications to this position.

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.
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
Who we are?

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.

It is why our team has dedicated ourselves to helping hundreds of organizations – from start-ups to Fortune 100 companies – with architecting cloud solutions, developing web and mobile applications, optimizing complex data workloads, and managing workloads on an on-going basis — no matter where those datasets may reside.

Growth

Join an always-growing company to operate on the cutting-edge of information technologies, cloud services, application development, and digital infrastructure. At ABCloudz, we created a perfect environment to raise your professional skills, understand new technologies, and work with world-class companies.

Expertise

Our expertise covers all major cloud and on-premises and 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.

Mission

Our mission is to help businesses accurately, efficiently, and reliably build, move, and manage data workloads. The trusted ABCloudz team now has hundreds of employees in five countries, including our headquarters in Redmond, Washington, and offices in San Francisco, Israel, Poland, and Ukraine.

Your dream job not found?

We always keep the doors open for outstanding talents. Want to work with us, but couldn't find an appropriate opening? Let us know about your passion, tell us why you stand out from the crowd and how you can make the difference working at ABCloudz.