Ho - Data Science/ Ai Manager, IT Division

18 hours ago

Thành phố Hồ Chí Minh, Vietnam Orient Commercial Joint Stock Bank (OCB) Full time

capability
- HO - IT
- department
- Phòng Chuyển đổi kỹ thuật số
- Job posted on
- Dec 17, 2024
- emp_type
- Nhân viên chính thức

**About the Role**

We are seeking a high-profile Data Science/ AI Manager to be aleader of our newly formed data platform team. This data platform team is part of a larger Digital Transformation center and works closely with an in-house team of business experts and functions across OCB. The data platform team is responsible for overseeing the design and development of our analytics infrastructure and systems to enable AI, automation, and innovative analytics. This person’s efforts will focus on developingour advanced algorithms to make proven business impacts and developing any tools or processes required to do so.

**Who We Want**
- ** Business** m**aths** experts (a big must)**: An outstanding math solver who can turn business requirements into highly efficient algorithms.
- ** Data translators**: Highly effective communicators who can transform data findings into recommendations to compose reports and executive-level presentations.
- ** Strategic thinkers**: People who enjoy analyzing data or trends for the purposes of planning, forecasting, advising, budgeting, reporting, or sales opportunities.
- ** Collaborative partners**: People who build and leverage cross-functional relationships to bring together ideas, data and insights to drive continuous improvement in functions.

**What You** Will** Do**
- Work with the Director of Data Platform and Data Product Manager/ Analytics Architect to identify business architecture key points and convert them into an analytics map that drives business value.
- In charge of a Data Science team to optimize the business funnels by advanced algorithms.
- In charge of the key analytics technology. (feature stores, MLOps, A/B Testing)
- Work with the Analytics Architect and the Digital Transformation team to optimize engagement channels by data algorithms.
- Give guidelinesto DS/ AI teams on how to implement the needed features and tools.
- Work with Analytics Architect to launch and measure the success of new products, gather feedback from stakeholders, and automate the optimization.
- Stay uptodate on analytics trends.

**Who You Are**
- Extremely in-depth knowledge about all the following advanced algorithms: Neural Networks (RNN, FNN, CNN), Natural Language Processing (LLMs, Google Bert), Supervised Learning (Decision Trees, SVM, Naive Bayes, knn), Unsupervised Learning (k-means, Hierarchical, Gaussian, Hidden Markov), Statistics (Probability, Regression, Logistic), Mathematical Economics (Elasticity, Supply and Demand from different regressions). We want a person to know the exact root cause of the algorithms, not someone who randomly applies them.
- 6+ years of experience in analytics algorithms, with 4+ years being a manager.
- Strong understanding of business architecture in analytics is a must (preferably banking or e-commerce).
- Fluently in the following technologies is a must: 1 of any SQL (queries and optimization), Kafka, Spark, Delta Lake, 2 of the following programming languages (Java, Scala, Python, or R), all of the following data science framework (Torch, Tensorflow, Bert, Keras, Scikit-learn, Sstropy).
- Excellent communication and interpersonal skills.
- Ability to work independently and as part of a team.
- Very fluent English (TOEIC > 930 or IELTS > 7.5)

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