Tóm lược
Mô tả công việc
Tóm tắt công việc
- Use modern data science tools (Python, Scala, Tensorflow, Py/Spark) to develop large-scale ML models on millions of structured and unstructured records
- Apply deep learning to text, network and time-series data to personalize our customer's experience at scale
- End-to-end process from developing machine learning, to deployment and AB testing for all our millions of customers
- Work closely with business users in identifying business problems and use cases which can be resolved by data science techniques
- Constantly keep up with open source tools and research community for data science
OUR TEAM
Our ML leaders come from Google DeepMind London, Morgan Stanley USA, Agoda Bangkok/Singapore together with the entire C-level management, all fresh in the bank. We employ the brightest minds from Europe, US and Asia to empower business with AI and drive their decision making. Our team has a high-ratio of PhDs among the seniors, with majors in sciences, math, engineering and finance; we're emulating fintech-life, run our projects agile and stay young at heart.
Among others, we solve challenges such as: large scale recommender systems, cutting edge deep learning algorithms for network data, ML bidding and search engine optimisation, personalized acquisition, multivariate multiclass time series problems, computing lifetime value of user over many products and scenarios.
Beyond financial data we have various external partnerships including digital e-commerce data, social network activity, online search data and physical retail transactions.
Our engineering team supports us with a cutting-edge research environment for ML, where we train, validate and deploy our models on CPU- and GPU- clusters all tuned for high efficiency.
WHY BECOME IT/DATA EXPERTS AT TECHCOMBANK?
- Investing over 300 million USD to develop large-scale IT projects, Techcombank is one of the leading bank in Technology trends in Vietnam
- You will grow with Techcombank by having the opportunity to learn from top experts from across the world
- Techcombank provides a rewarding remuneration structure that commensurate with your achievement and contribution
- Techcombank is the Top 2 Best place to work in the banking industry where you can experience various exciting activities throughout the year: Company anniversary, Team building, Active Saturday Off, Year End Party, etc.
Yêu cầu công việc
- 2+ years of hands-on experience with ML, coding in Python/PySpark, distributed computing
- Technical degree including Sciences or Engineering
- Have an inquisitive mind, research and generate ideas, be comfortable with large-scale data
- Understand modern machine learning landscape and its mathematical foundations
- Common sense, business driven, results oriented, agile mentality, do-it and own-it culture
- Strong communication (written, spoken), presentation skills, eye-level with business and PO
Nice to have:
- PhD or MSc in technical field
- Open Source research project, GitHub contribution, activity in the online research community
- Experience in people and project management (leading), business relevant skills
- Experience in deployment of machine learning solutions and full stack development is a plus
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Python
- Scala
- PySpark
- Machine Learning
- Github
NĂNG LỰC
- Research
- Result-oriented
- Agile
- Communication Skills
- Project Management
- Presentation Skills
Thông tin doanh nghiệp
Techcombank aspires to be the best bank and a leading business in Vietnam.
MISSION:
• To be the preferred and most trusted financial partner of our customers, providing them with a full range of financial products and services through a personalized/customer centric relationship.
• To provide our employees with a great working environment where they have multiple opportunities to develop, contribute and build a successful career
• To offer our shareholders superior long term returns by executing a fast growth strategy while enforcing rigorous corporate governance and risk management best practices
CORE VALUES:
1. Customer first: what we do is only valued if it is truly beneficial to our customers and colleagues.
2. Innovation: Make improvements to lead the way.
3. Team work: At Techcombank, you will not have good performance without cooperation.
4. People development: People with proven capability will bring the organization competitive advantages and remarkable successes.
5. Accountability: Be committed to overcoming difficulties and achieving great successes.