AI Engineer
ClosedDeveloper Keras Docker NLP AWS Tensorflow AI/Artificial Intelligence Machine Learning Data Science GCP Python Pytorch Scikit Learn
Location
Vacancies
Job Overview And Responsibility
◦ Design, develop and maintain scalable and resilient AI/ML products, recommendations system and personalization, chatbot, search and forecasting. You are responsible for end-to-end machine learning product life cycle, i.e. EDA, experimentation, model development, productionization, evaluation, automation with CI/CD pipeline, and A/B testing. ◦ Apply technical expertise with quantitative analysis, experimentation, data mining, and the presentation of data to develop strategies for our machine learning products that serve millions of Lumin users and businesses. ◦ Work with large and complex data sets to solve challenging problems using analytical, statistical, and machine learning algorithms. ◦ Identify and measure the success of machine learning product efforts through goal setting and monitoring of key metrics to understand trends. ◦ Gain an understanding of potential opportunities and methods to enhance the solutions, and use your insights and recommendations to test and drive initiatives forward. ◦ Develop and conduct best practices in the AI team. ◦ Partner with product, engineering, analytics, business, and cross-functional teams to inform, influence, support, and execute AI initiatives. ◦ Responsible for maintaining the health of the uptime SLA of the service. ◦ Provide support in coaching and mentoring the more junior team members.
Required Skills and Experience
◦ A Bachelor or Master in a quantitative field (Computer Science, Engineering, etc). ◦ Experience of 3-9 years in AI, Machine Learning, or Data Science roles. ◦ Strong technical hands-on experience in Python. ◦ 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 optimization, feature engineering, evaluation, etc. ◦ Extensive practical knowledge of Machine Learning algorithms libraries such as Tensorflow, Pytorch, Keras, Scikit-Learn and Pandas. ◦ Hands-on experience in three or more of the following AI topics: NLP, recommendation systems, predictive analytics, computer vision, search. ◦ Proficient experience in git and building CI/CD pipelines. ◦ Experience in operating Docker images within a microservices architecture. ◦ Proficiency in working with either GCP or AWS cloud platforms is required. ◦ Experience in MLOps platform e.g. MLflow, or Kubeflow. ◦ Nice-to-have: practical experience working with GenAI/LLM. ◦ Have a growth mindset, self-driven, high motivation & curiosity to learn. ◦ Strong analytical skills and proven experience working with complex & large data. ◦ Demonstrated ability to successfully deliver end-to-end ML projects, including identifying impactful use cases, estimating effort, conducting EDA, developing solutions and models, evaluating performance, deploying models, and monitoring their performance. ◦ Proven track record of operating independently, stakeholder management, demonstrating creativity, and delivering results. ◦ A self-driven individual and a team player with excellent communication skills.
Why Candidate should apply this position
◦ Social insurance, medical insurance & unemployment insurance according to Vietnam Labor Law ◦ Working in a professional, friendly, well-equipped environment both with foreigners and Vietnamese. ◦ Extensive on job training, you will always have the chance to work with new emerging technologies ◦ Offer free food and drink everyday ◦ Attractive salary and annual salary review ◦ Company Party, Birthday Party, Annual travel ◦ Playing sports: Football, Badminton ◦ 13th-month salary and Bonus based on performance. ◦ 12-day annual leave per year ◦ MacBook or iMac for work ◦ Playing games: PlayStation, Uno, Darts, Avalon, Bang, Werewolf, Dixit Odyssey
About Designveloper | Software Development Company
Providing exclusive web development, creative and eye catching web, mobile app design, innovative cross-platform mobile development and completed VOIP development services since 2013, Designveloper has become a famous name in the world of IT. Founded in early 2013, in Ho Chi Minh City, Vietnam, Designveloper is basically a team of young and enthusiastic web developers, graphic designers, mobile developers, VOIP experts and academic teachers. Following a systematic approach, we intend to deliver the best, fastest and most reliable quality services to our clients. Currently, we are focusing on responsive, single page real-time web application, cross-platform mobile apps, mobile games, and VOIP services. Using the best practices of agile project methodologies such as pair programming, behavior driven development (BDD) and test-driven development (TDD), we are committing to continuously deliver highest quality products in short iterations. Our mission: Designveloper was built with the aim to go expand itself to every possible dimension of the IT world and we are working hard along with our clients to achieve our aims and targets. Our mission is to improve the lifestyle and the work style of the businesses and individuals. Realizing ideas, that's our goals.
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