Sequelize ORM (exploring Prisma as a potential replacement)
Jest test runner
Infrastructure: Kubernetes cluster hosted on AWS EC2 nodes. From 1point 3acres bbs
.1point3acres 新岗位1: Data Scientist
Responsibilities
Identify valuable data sources and automate collection processes
Undertake to preprocess of structured and unstructured data
Analyze large amounts of information to discover trends and patterns
Build predictive models and machine-learning algorithms
Combine models through ensemble modeling
Present information using data visualization techniques
Propose solutions and strategies to business challenges
. 1point3acres
Requirements
Extensive experience with SQL
B.S. or M.S. in a quantitative field required. Ph.D. in similar fields a plus.
1-3 years experience with Statistical/Machine Learning, NLP, Deep Learning
Strong programming skills. Able to write algorithms needed for modeling and prediction that deals with advanced data structures.
Follow Data Science literature and advancements. The most successful candidates possess the ability to apply cutting edge advancements in Data Science methodologies to relevant business problems.