AI Engineer (LLM & ML)
Yemen Kuwait Bank.com
Office
Sana'a, Yemen
Full Time
Are you an experienced AI Engineer passionate about
productionizing Machine Learning/AI solutions? Join the YKB Data AI team and be
part of our AI engineering group. You will collaborate with cross-functional
teams to develop LLM-driven solutions that boost efficiency and engagement.
As an AI Engineer, you'll prototype, build, test, and deploy
GenAI/ML products at scale. You'll also fine-tune LLM models to optimize
performance and drive positive outcomes. Agility, proficiency, and discipline
are key. This role offers the chance to apply your expertise in LLM/ML
technologies. Ideal candidates have a proven track record in building AI/LLM
applications, and excellent analytical, organizational, and communication
skills. A passion for operational excellence and continuous learning is
essential.
Responsibilities
- Work with peers and stakeholders to identify use cases and opportunities for Gen AI/AI to create value.
- Drive the design, implementation, and optimization of applying natural language processing (NLP) and computer vision techniques to extract insights from unstructured data sources.
- Develop and fine-tune Large Language Models (LLMs) for applications such as text generation and document classification.
- Utilize text embeddings for representation, similarity search, and NLP tasks.
- Develop and maintain services that leverage foundation large language models, with a heavy emphasis on Python and/or TypeScript.
- Combine prompt engineering, model selection, hyperparameter configuration, model fine-tuning, data retrieval, and code to build LLM applications.
- Oversee and establish scalable, efficient MLOps pipelines for AI service delivery, adhering to best practices.
- Utilize tools and frameworks for data exploration, feature engineering, and model evaluation.
- Perform other duties as assigned.
Requirements
Who we're searching for
- Education: Bachelor's degree in Computer Science, Computer Engineering, or related field
- Experience: At least 1 year of experience in developing LLM-based applications, including work with embeddings and RAG. Experience with MLOps practices and tools to monitor, optimize, improve, and deploy AI-enabled solutions is a plus.
- Skills: Proficiency in writing production-quality code in Python or TypeScript, and familiarity with AI/ML libraries. Expertise in TensorFlow, PyTorch, Keras, or similar frameworks for model development is a plus.
- Technical Proficiency: Exposure to LLM frameworks like LangChain and LlamaIndex. Familiarity with RAG, RLHF/RLAIF, and adversarial models. Knowledge of core AI disciplines such as computer vision (CV), natural language processing (NLP), and deep learning (DL).
- Language: Advanced proficiency in English.
- Attributes: Attention to detail with a proven ability to learn new concepts and skills quickly.
Benefits
Why Explore A Career At Ykb Data Ai
This section should have been entitled - Why Explore a Challenge at YKB Data AI. What?YKB Data & AI is not for everyone. This is the strongest differentiator. How?
Skills are secondary for us. We believe in intentions, not capabilities. Why?
If you don’t understand or resonate with the above three points, we encourage you not to apply. You won’t thrive here.
Most candidates look for a job or a career, but only a rare 2% see it as a challenge that fulfills their soul. We look for these 2%. Period.
If you happen to be fortunately falling in this group then world is too small for you. Reason being there are very few organizations which can really meet your expectations. We can!
Experience the Real Work with Real People for a Real Purpose.
- Leading Platforms: Work with cutting-edge data and AI platforms on groundbreaking projects.
- True Startup Culture: It’s not about bean bags or flexible hours; it’s about the spirit of innovation and creation.
- Top Talent: Work with brilliant, like-minded individuals.
- Empowerment: You’ll feel empowered every day, fostering your entrepreneurial spirit.
- Greatest Work of Your Life: We promise this will be the most fulfilling work you’ll ever do.