Senior Data Scientist - Singapore - NodeFlair

NodeFlair

Verified Company

Singapore

1 week ago

Posted by:

Wei Jie

beBee Recruiter

Description

Job Summary:

Salary
S$7,67- S$11,893 / Monthly EST

Job Type
Permanent

Seniority
Senior

Years of Experience
Information not provided

Tech Stacks
TDD Graph AWS Docker Go Analytics Rust Presto Azure Hive Airflow Spark Kubernetes kafka SQL Scala Python
-
Get To Know The Role

Design creative scalable allocation methods that adapt to changing market conditions
Understand business needs, identify areas for investigation, translate them to technical problems to be solved
Build, deploy and own productiongrade models and services as they serve millions of requests every day Iterate on existing allocation features to drive continual improvement

The Day-to-day Activities

Research, analyze highvolume highvelocity data, build quick prototypes, and engineer them into production
Design data pipelines and conduct experiments to measure the impact of your work Effectively communicate results and their implications to business/product stakeholders

Qualifications

The must haves:

PhD or Master's degree in Computer Science, Electrical/Computer Engineering, Industrial & Systems Engineering, Operations Research, Mathematics/Statistics, Transportation Engineering, or related technical disciplines with 3+ years of DS work at a technology company; or equivalent experience
Strong Machine Learning fundamentals:
Understanding of machine learning algorithms and their ecosystem (data, model persistence, tooling, development lifecycle)
Experience in developing productiongrade ML systems including exploratory analysis, feature engineering, developing data pipelines, observability and maintenance etc.
Strong aptitude in statistics and largescale data analytics:
Understanding of probability and statistics (e.g. hypothesis testing, modeling distributions / regressions, Bayesian statistics etc)
Experienced in running live experiments (A/B tests, randomized controlled trials) and analyzing their results
Experienced with relational databases, SQL, and distributed computing frameworks (Spark, Kafka stream processing)
Strong software development skills:
Proficient in Python. Skill in Golang, Scala or Rust is an advantage.
Familiar with Gitbased source control, code reviews, testdriven development, cloudbased development (AWS/Azure)
Selfmotivated, independent learner, and willing to share knowledge with the team
Detailoriented and efficient time manager in a dynamic working environment Able to communicate well in English both verbally and in written communication, as well as convey data insights and results with effective visualizations.

Nice To Have

Experience in working with geospatial/mobility/logistics data
Experience in designing probabilistic models at scale in production
Familiar with modern data pipeline and warehousing stacks (e.g. Hive, Pinot, Airflow, Presto/Trino etc)
Expertise in any of these specialized domains: graph theory/processing, optimization of stochastic problems, agentbased simulation, adaptive control, reinforcement learning Experience with designing, deploying and maintaining microservices (e.g. on Docker / Kubernetes) to serve production models is a big plus

Additional Information

Our Commitment

We are committed to building diverse teams and creating an inclusive workplace that enables all Grabbers to perform at their best, regardless of nationality, ethnicity, religion, age, gender identity or sexual orientation and other attributes that make each Grabber unique.