Role: Gen AI Developer/Specialist
Location: Irving, TX
Fulltime
Description for Internal Candidates:
We are seeking a talented and experienced Gen AI developer/specialist to join our growing team. You will play a key role in designing, developing, and implementing Gen AI solutions across various domains, including chatbots, IVR systems, and the banking sector.
Responsibilities:
- Design, develop, and deploy Gen AI solutions using advanced LLMs like OpenAI API, Open Source LLMs (Llama2, Mistral, Mixtral), and frameworks like Langchain and Haystack.
- Leverage your expertise in Transformer/Neural Network models and Vector/Graph Databases (Pinecone, Milvus, Neo4j) to build robust and scalable AI systems.
- Integrate speech-to-text functionality using tools like Whisper/Google TTS to create user-friendly interfaces for chatbots and IVR systems.
- Craft effective semantic search experiences by employing advanced techniques like HyDE, MMR, and LLM reranking.
- Collaborate with cross-functional teams (product, engineering, design) to define project goals, identify use cases, and ensure seamless integration of Gen AI solutions into existing workflows.
- Stay up-to-date on the latest advancements in Gen AI research and actively explore new tools and techniques to enhance our capabilities.
- Document your work comprehensively to facilitate knowledge transfer and ensure project continuity.
Qualifications:
- Proven experience developing and deploying LLM-based applications.
- Solid understanding of Transformer/Neural Network architectures and their application in Gen AI.
- Hands-on experience with Vector/Graph Databases and their use in semantic search.
- Experience integrating speech-to-text tools into AI systems.
- Familiarity with OpenAI API, Open Source LLMs, and Gen AI frameworks like Langchain and Haystack.
- Experience creating embeddings using MPNET and Ada models.
- Proficiency in programming languages like Python (essential) and potentially others (e.g., Java, C++).
- Excellent problem-solving, analytical, and critical thinking skills.
- Strong communication and collaboration skills to work effectively in a team environment.
- A passion for innovation and a desire to push the boundaries of what's possible with Gen AI.
Bonus Points:
- Experience in the chatbot, IVR, or banking domain.
- Experience building Agentic Workflows.