Data Generalist

About the role

Millipede Pte Ltd, a Singapore-based technology company building IDD solutions for construction and real estate, is hiring a full-time on-site Data Generalist. The role owns the end-to-end data lifecycle, from building data pipelines and ensuring data integrity to running deep analyses, developing predictive models and producing visualisations.

Key responsibilities

• Data engineering: design, build and maintain scalable data pipelines (ETL/ELT) gathering data from the mobile app and web portal
• Data integrity: develop processes for preprocessing, cleansing and validation
• Analysis: run exploratory data analysis on user behaviour, project metrics and operational efficiency
• Predictive modeling: build and validate machine learning models to forecast timelines, flag safety risks and optimise resources
• Visualisation and reporting: create dashboards and reports (e.g. Looker, PowerBI) for self-service analytics
• Collaborate with engineering, product and business teams and evangelise data insights to technical and non-technical audiences

Required profile

• 3+ years in a data-centric role (data analyst, data engineer, analytics engineer) in the SaaS space
• Detailed, organised and meticulous, with a strong problem-solving mindset and self-starter attitude
• Excellent communication skills and teamwork

Required skills

• SQL (BigQuery is a major plus); relational and NoSQL databases such as Google Firestore
• Modern ETL/ELT tools such as dbt and Databricks
• Python (Pandas, NumPy, Scikit-learn) or R; ML techniques such as k-NN, Naive Bayes, SVM, decision forests are a strong plus
• Dashboards and reports in Looker, PowerBI or D3.js

What we offer

• One-time Milli-Nest benefit to spruce up your workstation
• Annual Milli-Cares benefit covering health insurance, screenings, gym membership, dental and prescription glasses