Yêu cầu công việc
Solid knowledge of Machine Learning fundamental i.e. knowledge of models variant and use cases, end- to- end ML lifecycle process, model development, model selection, hyperparameter optimisation, feature engineering, evaluation, etc.
Strong hands- on experience in Machine Learning algorithms & libraries like Tensorflow, Pytorch, Keras, Scikit, Pandas.
Experience in cloud platform GCP or AWS.
A Bachelor or Master in a quantitative field (Computer Science, Engineering, etc).
Proven track record of operating independently, stakeholder management, demonstrating creativity, and delivering results.
Self- driven & a team player, very good communication skills.
Hands- on experience in SQL.
Have a growth mindset, self- driven, high motivation & curiosity to learn.
Proven track record on delivering end- to- end ML projects: identifying impactful use cases, effort estimation, EDA, solution & model development, performance evaluation, deployment, and models monitoring.
Strong technical hands- on experience in Python.
Good hands- on experience in git, building CI/CD pipelines.
Experience on how to operate docker images in microservice architecture.
Experience in GenAI/LLM.
Hands- on experience in three or more of the following AI topics: NLP, recommendation systems, predictive analytics, computer vision, search.
Experience in MLOps platform e.g. MLflow, or Kubeflow.
Experience of 3- 9 years in AI, Machine Learning, Data Science roles.
Experience delivering and driving action based on data- driven insights.
Strong analytical skills and proven experience working with complex & large data.
About Doctor Anywhere
DA’s goal is to build a regional digital healthcare ecosystem, advanced by the 3,000 GPs and specialists within our regional network, over 1,000 corporate organisations, and 25 regional insurers we work with. Grounded in our motto “Keep Going, Keep Growing”, our team strives towards excellence, with innovation and collaboration at our core, and values diversity in perspectives brought by every member. Join us in our mission to transform Southeast Asia’s healthcare future!
Not for you? We have that may interest you or someone you know. Feel free to visit us at our careers page- for more information.
Doctor Anywhere (DA) is a regional tech- enabled, omnichannel healthcare provider delivering care to 2.5 million users across 6 countries in Southeast Asia. Founded in 2017 with a mission to make healthcare simple, accessible, and efficient for all, DA leverages technology to enable individuals towards preventive, long- term health via holistic offerings including our telehealth app, physical clinics and pharmacies, mental wellness, specialist consults, and also an online health & wellness marketplace for supplements, healthy snacks, home- based health screening and vaccinations.