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In the late 2000s, when Java seemed determined to remain stubbornly verbose, a new language emerged promising functional programming elegance and object-oriented practicality, all rolled into one. Scala, a rather ambitious undertaking, sought to rescue us from boilerplate and unlock the full potential of multi-core processors. Quite clever, really, though one does wonder if the complexity of its type system hasn’t created as many problems as it solved.
The reality? Scala is powerful, undeniably. But mastering it feels a bit like learning to play the violin while juggling chainsaws. It demands a significant investment, and the promise of seamless Java interoperability often descends into a compatibility quagmire. While it gained traction in early big data circles – think Spotify and Twitter – and remains a favorite among certain engineering teams, Scala hasn’t exactly achieved mainstream dominance. It’s a niche player, beloved by those who truly get it, and politely avoided by most everyone else.
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Jobs in using Scala for but please no
| Cloud Computing, Analytics, ETL/ELT, GCP, BigQuery, Big Data, Hadoop, Spark, Hive, SQL, Python, Java, Scala, DWH | |||
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data engineer
Senior Data Engineer (Big Data Processing) @ csitsg
SG | 2025-12-28
CSIT is seeking senior data engineers to develop high-performance, mission-critical data pipelines for national security, leveraging modern technologies like Spark, Kafka, Hadoop, Elastic stack,...
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Data Analytics, Data Engineering, Computer Science, ETL/ELT, Scala, Spark, Kafka, Hadoop, ELK, Data Modelling, AI/ML | ||
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promoted
BigQuery Cost Optimization Guide by Masthead DataThe BigQuery Cost Optimization Guide is a valuable resource that offers a deep dive into understanding and managing the complexities of BigQuery costs. It provides practical guidelines and strategies to help you optimize both storage and compute expenses, ensuring you get the most value out of... |
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data engineer
Senior Data Engineer - QuantumBlack @ quantumblack
SG | 2025-12-27
This role is hyped with promises of growth, mentorship, and a global community, but the description lacks specific technical details and fails to highlight the core technologies and skills...
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AI/ML, Python, PySpark, SQL, Airflow, Databricks, Docker, Kubernetes, Cloud Computing, AWS, GCP, Azure, Analytics, Data Science, Data Engineering, Cyber Security, GenAI, RAG, R, C, Agile/Scrum, Computer Science, Scala, Java, Spark, Pandas, NumPy, Matplotlib, Management | ||
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data scientist
Algorithm Engineer Intern, Search Guide (May - Dec 2025) @ shopee
SG | 2025-12-26
Shopee's search team is betting big on LLM-driven query recall, ranking, and interactive navigation, aiming to turn product search into a guided shopping experience through dropdowns, trend...
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LLM, RAG, Computer Science, Python, Spark, SQL, Scala | ||
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data engineer
Data Engineer - Marketplace App & Mobile (Campus Recruitment 2026) @ shopee
SG | 2025-12-26
This role is a technical data engineering opportunity at Shopee, focusing on building a mobile data warehouse to support real-time and offline data processing. The position requires expertise in...
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Analytics, DWH, Data Governance, Data Engineering, Computer Science, Big Data, Spark, Flink, Hadoop, Apache HBase, Kafka, ClickHouse, Java, Scala, Python, SQL, Data Modelling | ||
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data scientist
Senior Data Scientist - QuantumBlack @ quantumblack
SG | 2025-12-26
Senior Data Scientist at QuantumBlack promises frontier ML R&D across industries, with a toolbox heavy on Python, PySpark, the PyData stack, Airflow and Databricks, Kedro, Dask, RAPIDS, and cloud...
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AI/ML, Python, PySpark, SQL, Airflow, Databricks, Docker, Kubernetes, Cloud Computing, AWS, GCP, Azure, R, Analytics, Data Science, PhD, Computer Science, Scala, NoSQL, DWH, GenAI, RAG | ||
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promoted
O'Reilly Power BI LearningMaster Power BI fast: build basic-to-advanced visuals, apply smart design, use dynamic slicers/filters & new cards, choose the right chart, spotlight key insights, brand and theme reports, and seamlessly publish/share in the Service. |
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data scientist
Associate AI Developer/ AI Developer (Full stack) - Artificial Intelligence, SAP Labs Singapore @ sap
SG | 2025-12-25
SAP Labs Singapore advertises an Associate AI Developer role nestled inside a global ERP behemoth’s AI push. The job promises multi-terabyte data pipelines, cloud-based AI work, and collaboration...
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SAP, AI/ML, Cloud Computing, Computer Science, Java, Scala, Go, Python, C++, Big Data, Hadoop, Spark, Kafka, Docker, Kubernetes, AWS, Azure, GCP, Agile/Scrum, PowerShell, JavaScript, Linux, Puppet, Chef, Ansible, Data Science, ERP, Analytics, Management | ||
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data engineer
Aon Graduate Programme 2026, Singapore - Innovation & Analytics, Data Engineer @ aon
SG | 2025-12-25
Aon offers a two-year graduate programme in which data engineers work within a high-performing team to make data accessible for analytics, building systems for managing raw data; a differentiator...
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Analytics, Agile/Scrum, Management, Data Analytics, Python, Java, Scala, SQL, NoSQL, DWH, Snowflake, Databricks, Redshift, ETL/ELT, Cloud Computing, AWS, Azure, GCP, AI/ML | ||
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data engineer
Data Engineer - QuantumBlack @ quantumblack
SG | 2025-12-25
This role is a high-stakes, high-impact opportunity for a data engineer with a deep technical foundation. The job emphasizes continuous learning, mentorship, and cross-functional collaboration,...
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AI/ML, Python, PySpark, SQL, Airflow, Databricks, Docker, Kubernetes, Cloud Computing, AWS, GCP, Azure, C, Analytics, R, GenAI, RAG, Data Quality, Cyber Security, Data Science, Data Engineering, Agile/Scrum, Computer Science, Scala, Java, DevOps, DataOps, MLOps, Pandas, NumPy, Matplotlib, Big Data, Spark, Kafka, Snowflake, AWS Glue, Beam, Flink, Management | ||
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data engineer
Data Engineer - Singapore @ plaudai
SG | 2025-12-24
Plaud Inc. seeks a data professional to develop data pipelines, support data collection, and build datasets for AI evaluation, with a notable emphasis on data security practices. The role offers...
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AI/ML, GDPR/CCPA, Cyber Security, Analytics, Data Collection, Data Engineering, Analytics Engineering, SQL, Python, Go, Scala, ETL/ELT, Airflow, Prefect, Dagster, BigQuery, Snowflake, Redshift, Tableau, Looker, Superset, Data Modelling, Data Governance | ||
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data engineer
Assistant Manager, Artificial Intelligence Office @ national-university-health-system
SG | 2025-12-22
NUHS’s Central Data Engineering Office seeks an Executive/Snr Executive/Assistant Manager to design, build, and run cloud-native data pipelines on Databricks and AWS. The role promises scale,...
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Data Engineering, Data Analytics, AI/ML, Cloud Computing, Databricks, AWS, Analytics, ETL/ELT, Data Quality, Computer Science, SQL, Python, Java, Scala, DWH, Git, Unix, Linux, DataViz, Tableau, Power BI, Management, Data Governance | ||
| Marketing, DWH, ETL/ELT, Computer Science, Analytics, SQL, Python, R, Scala, Java, Big Data, Hadoop, Spark, Flink |