AI Engineer at DVT

Job description

DVT We are seeking a highly skilled AI Engineer with a specialization in Generative AI applications to join our dynamic team. This role demands a seasoned professional with a strong background in software development and specific expertise in the development and deployment of AI-driven technologies. The ideal candidate will contribute to pioneering projects, leveraging their technical abilities to drive innovation and create scalable AI solutions.

Job requirements

Key Responsibilities:

• Design, develop, and maintain applications powered by LLM models such as OpenAI’s GPT 3.5 or GPT 4 and various other providers.
• Make use of orchestration libraries such as Langchain to build RAG (Retrieval-Augmented Generation) applications.
• Work with SQL and Azure SQL databases for data manipulation and retrieval.
• Utilize vector databases such as Pinecone, Weaviate, and Chroma to provide retrieval capabilities within applications.
• Research and apply advanced retrieval techniques and chunking strategies using RAG to improve model efficiency.
• Evaluate AI models using robust metrics to ensure high accuracy and performance.

Required Qualifications:

• A minimum of 5 years of software development experience, with a proven track record of deploying robust applications.
• Strong proficiency in Python and familiarity with SQL, and SQL Databases.
• Experience with Langchain and its various components such as Document Loaders, Text Splitters, Retrievers, Chains & Agents.
• Experience with vector embeddings either through third party providers like OpenAI or other open sources embeddings models like Word2Vec.
• Experience with vector databases. Examples such as: Pinecone, Weaviate, Chroma or similar.
• Understanding of advanced retrieval techniques and chunking strategies within RAG applications is highly desirable.
• Knowledge of Generative AI evaluation metrics and managing hallucinations.

Behaviour Competency:

• Self-motivated, proactive and results-oriented
• Strong analytical and problem-solving skills
• Ability to work in a fast-paced, dynamic and collaborative environment
• Comfortable with ambiguity and able to adapt to change
• Ability to work independently and as part of a team
• Passion for learning new technologies and staying up to date with the latest trends in data science and machine learning
• Excellent written and verbal communication and collaboration skills
• Shows promising leadership abilities
• Strong business acumen

Interview Process

• Recruiter call
• Technical Interview
• Decision & Feedback