Mô Tả Công Việc
At EATLAB, we envision a future in which restaurants are no longer limited by their lack of resources and given the access to opportunity. We envision a future where workforces are enhanced by AI. The AI we built will leave no one (with efforts) behind. We seek to provide easy access to powerful AI technology, enabling SMEs to become fully self-sufficient and reap the rewards of their hard work. We're looking for an experienced AI/ML engineer who has developed, productionized and maintained AI applications. You should only apply if you have a strong background in some or all of the following areas : mathematics, computer science, statistics, data science, and programming. Most of the data we handle are numerical and images. What You’ll Be Doing
Communicate with our product team (product designer, full-stack engineer, and data engineer) to analyze, apply existing AI/ML models, develop new AI/ML models and integrate them into existing systems within the specified timeline,
Obtain and prepare datasets for training and fine-tuning,
You can expect to be developing and refining the system along with our weekly launch
Optimize inference performance for production deployment,
Deploy, monitor, and maintain scalable and resilient AI/ML products,
Convert AI/ML models into APIs and create documentations so that other developers can use them,
Communicate any issues, and ongoing work status to team members during our daily standup meetings,
Conduct exploratory data analysis, experimentation, model development, productionization, evaluation, automation with CI/CD pipeline, and A/B testing,
Hire, train, and mentor other AI engineers to scale up the team in the future.
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Yêu Cầu Công Việc
Must Have’s
Has worked at an early stage startup
Ability to communicate in English professionally
Experience of 2+ years in AI/Machine Learning roles.
Has delivered an end-to-end ML applications.
Experience in Machine Learning algorithms & libraries like Tensorflow, Pytorch, Keras, Scikit, Pandas.
Experience in MLOps platform e.g. MLflow, or Kubeflow.
Good hands-on experience in git, building CI/CD pipelines.
A commitment and drive for quality, technical excellence and results
Critical thinking
Nice to Have’s
Strong analytical skills and proven experience working with complex & large data.
Hands-on experience in SQL, noSQL, SQL, and vector database systems.
Hands-on experience in the following AI topics: forecasting, computer vision, LLM, and/or optimization methods.
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Hình thức
Full-time
Quyền Lợi
Employee Stock Options (ESOP)
You will get to help shape the future of restaurant technology and beyond
Great benefits and twice a year performance review (i.e. salary increase)
Annual trip abroad!!
Mức lương
Thỏa thuận
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