AI Engineer
Bangalore North, India
OneByZero
OneByZero offers leading AI and Machine Learning services, specializing in AI research, development, and implementation across the Asia-Pacific Region.As an AI Engineer specializing in Machine Learning and Natural Language Processing, you will lead the development and deployment of state-of-the-art AI solutions and products for a diverse client base.
What You’ll do
- Design, develop, and operationalize advanced NLP models such as summarization, question-answering, intent recognition, dialog/conversational AI, semantic search, named entity recognition, knowledge discovery, document understanding, and text classification.
- Work with a wide range of datasets from various sources including websites, wikis, enterprise applications, document stores, file systems, conversation platforms, social media, and databases.
- Employ leading-edge algorithms and models from TensorFlow, PyTorch, and Hugging Face, and engage with next-gen LLM frameworks like Langchain and Guardrails.
- Utilize modern MLOps practices to evaluate, manage, and deploy models efficiently and effectively in production environments.
- Develop and refine tools and processes to improve model performance and reproducibility across multiple customer engagements.
- Build and maintain robust, scalable solutions using cloud infrastructure such as AWS and Databricks to deploy LLM-powered systems.
- Create evaluation datasets, conduct rigorous model testing to ensure they meet high standards of accuracy and usability, and present findings and models effectively using platforms like Jupyter Notebooks.
Requirements
- Bachelor's degree in Computer Science, Information Technology, or a related field. A Master's degree or relevant certification would be a plus.
- Strong experience with web frameworks like ReactJS, NextJS or Vue.js
- Strong programming skills in languages such as Python, Bash.
- Excellent analytical and problem-solving skills, and attention to detail.
- Exceptional communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
Benefits
What We Offer
- An opportunity to be part of an agile, highly proficient and experienced AI/ML team
- An opportunity to work on challenging data science and machine learning problems with customers and seeing your work deployed in action
- A fast-paced software development environment that uses the latest open-source tools across the development stack
Benefits
We provide a competitive salary and benefits package, a vibrant work environment, and numerous opportunities for professional growth. You'll have the opportunity to work with a team of industry experts on exciting projects that transform businesses and create significant value. Join us to revolutionize the way companies leverage technology for digital transformation.
OnebyZero is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile AWS Classification Computer Science Conversational AI Databricks Jupyter LangChain LLMs Machine Learning MLOps NLP Open Source Python PyTorch TensorFlow Testing Vue
Perks/benefits: Career development Competitive pay
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