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AI/ML Engineer

2 months ago

Dubai, Dubai, United Arab Emirates Dice Full time
About Ascendion

Ascendion is a leading digital engineering solutions company that specializes in creating and managing software platforms and products that drive growth and deliver exceptional experiences to consumers and employees.

We have a culture built on opportunity, inclusion, and a spirit of partnership. Our team of 6,000+ Ascenders delivers solutions from around the globe, accelerating transformation and impact for enterprise clients.

Our Mission:

  1. Design and develop cutting-edge AI and ML solutions that drive business value.
  2. Solve complex problems and learn new skills through continuous training and development.
  3. Experience the power of transforming digital engineering for Fortune 500 clients.
  4. Master your craft with leading training programs and hands-on experience.
  5. Join a community of change makers who share ideas, learning, experiences, successes, and joy.

Key Responsibilities:

Machine Learning Engineer
  • Hands-on experience with Large Language Models (LLMs) and product development using LLMs.
  • Hands-on experience with Vector Database & Graph Database (Pinecone, Milvus, Neo4j) and ability to create effective embedding, chunking, indexing for Retrieval-Augmented Generation (RAG).
  • Good understanding and experience using Transformer/Neural Network models.
  • Hands-on experience using Open AI APIs, Open Source LLMs (Llama2, Mistral, Mixtral etc.).
  • Solid understanding of frameworks like Langchain, Haystack and ability to use Agentic Workflows using those frameworks.
  • Hands-on experience in creating Embedding using MPNET, Ada models.
  • Ability to use advanced techniques like HyDE, MMR, LLM reranking for effective semantic search.
Minimum Qualifications:
  • 3-5 years of experience, with strong experience with Python and NLP.
  • Analytics, AI, machine learning, natural language processing (NLP), natural language understanding (NLU), large language models (LLMs).
  • Generative AI prompt engineering and tuning.
  • Design of AI/Machine Learning model performance metrics and optimization.
  • Intermediate to Advanced level Python coding.
  • SQL.
  • Working knowledge of LLM models like LLaMA 2, Mistral 7B etc.
  • Intents, entities, dialogs, actions, and related chatbot concepts are a plus.
  • Strong ability to learn AI concepts and experiment with new libraries and Machine Learning models for various use cases.
  • Self-starter with excellent communication skills.
Desired Qualifications:
  • Experience with Speech to Text using Whisper/Google TTS etc.
  • Experience with Chat, IVR, Banking.