Tóm lược
Mô tả công việc
Tóm tắt công việc
At Tiki, Discovery team's mission is to help customers discover products as easy as possible. Our key products are search and recommendation, a couple vital products that any world-class e-commerce must place at heart.
To serve this important mission, our team is constantly iterating and standing together to solve problems. We build and maintain features that have extremely high throughput with millions of requests per day and high contribution to company's revenue. We play with Big Data, Machine Learning, and even Deep Learning. We know the road, but we're just getting started.
What you will do:
- Develop clever algorithms and pragmatic solutions to our automation and optimization problems.
- Build high accuracy machine learning models that can learn and optimize performance from vast amount of data.
- Develop metrics to measure the outcome/impact of your introduced solutions.
- Work with other members to implement and integrate into our existing systems.
- Document and improve the solutions over time.
- Evaluate and identify new technologies for implementation.
- Communicate with our business and technical teams to understand the analytics requirements.
- Respond and follow up to incorporate feedback and draw new insights.
- Prioritize tasks to meet multiple deadlines.
Why You'll Love Working Here
- We iterate constantly. There's no such thing as the best version of anything, just a constant streams of improvements and tests.
- We move fast, really fast. Major changes can be executed in a few days, many times just a few hours.
- We have a data-informed mindset. We try to use data to inform our decision as much as possible.
- We are independent. Most of the time, your team will not need technical assistance from other teams.
- We take risks. We're not afraid to challenge "best practices".
Our attractive offers include:
- Open communication with passionate and experienced members.
- Challenging working environment.
- Easy access to the library with tons of startup, product, UX, coding... books.
- Private healthcare insurance.
- Annual health check-ups.
- Special internal programs for Tikiers when shopping on Tiki.vn (free ship TikiNow service, discount...).
- Internal events to bond our mutual understanding & spirit such as team building, team outing, Tiki's birthday, year-end party...
- New & beautiful office with a pantry room (with bar), entertainment & gymnastic equipment, yoga rooms, a library and an open space facilitating cross-department communication.
- Competitive salary and performance review (twice a year), 13th-month pay and bonus based on performance.
Yêu cầu công việc
Your Skills and Experience
What we need from you:
- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests,....
- Experience with common data science language, such as R, Python. Excellence in at least one of these is highly desirable
- Experience with common data science libraries, such as: Scikit-learn, Xgboost, Pandas
- Great communication skills
- Proficiency in using query languages such as SQL
- Experience with NoSQL databases, such as MongoDB, Cassandra
- Good applied statistics skills, such as distributions, statistical testing, regression...
- Data-oriented personality
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Python
- MS SQL
- Machine Learning
- Algorithm
- Statistics
- MongoDB
- Cassandra
- Regression Testing
- NoSQL
- Pandas
- scikit-learn
NĂNG LỰC
- Communication Skills
Thông tin doanh nghiệp
TIKI.VN is the most favourite commercial website at Ecaward 2012.
Started on 3/2010, Tiki.vn is a B2C e-commerce start up with intensive focus on Customer Services and social aspects of Shopping. We believe online customers anywhere deserve to be cared as offline ones. Our passion is to bring happiness and value for each customer, and become a trusted shopping destination of every family in Vietnam.
And as a team, we strongly encourage openness, creativity and challenge to reach the top capacity of both individual and corporation.
Join us now to learn the reason why TIKI was honored the most favourite commercial website in Vietnam!