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Back in the day, managing projects felt like herding cats – a chaotic scramble of emails, spreadsheets, and wishful thinking. Then came Jira, promising to bring order to the madness with its agile-focused issue tracking. It quickly became the tool for software development teams, boasting customizable workflows and a robust feature set. Quite clever, really, though one does wonder if the sheer complexity hasn't created as many problems as it solved.

In practice, Jira is often a sprawling beast, customized to within an inch of its life and requiring dedicated administrators just to keep it breathing. While alternatives like Asana or Trello offer simpler, more intuitive experiences, Jira remains the heavyweight champion for large organizations and complex projects. It’s still the go-to for anyone needing granular control and detailed reporting, even if navigating it feels like an archaeological dig. You'll find it everywhere teams are building software, and occasionally, in places where it absolutely shouldn't be.

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Jobs in using Jira for but please no

data scientist

Lead, AI Engineer & Scientist, Takeda Japan Innovation Center (TJIC), Global DD&T(Data, Digital & Technology) @ takeda-pharmaceuticals

JP | 2025-12-28
Takeda's position for an AI Engineer at its Japan Innovation Center sounds enticing until you dig deeper. The role demands a rare trifecta of proficiency in Japanese, AI/ML experience, and a dose... read more »
AI/ML, Big Data, LLM, GitHub, Computer Science, PhD, Data Science, AWS, Databricks, GenAI, Cloud Computing, GCP, Azure, Python, SQL, TypeScript, ETL/ELT, Jira
analytics engineer

Solution Architect - ソリューションアーキテクト (1211) @ axtria

JP | 2025-12-28
Axtria seeks a senior Solution Architect fluent in Japan's pharma data landscape, marrying cloud data engineering with governance. The role centers on end-to-end architectures using Informatica... read more »
Data Analytics, Analytics, AI/ML, Cloud Computing, Data Science, Marketing, Data Engineering, Informatica, Databricks, Data Vault, PySpark, Data Lakehouse, CRM, KPI, Python, DevOps, Data Quality, Management, Agile/Scrum, Jira, Confluence, CI/CD, Delta, SQL, AWS, Azure, GCP, Data Governance
promoted

Masthead Data

Masthead is a data reliability platform built for Google Cloud, focused on detecting anomalies and ensuring smooth data pipeline operations. It offers real-time notifications for data issues and pipeline errors without direct access to your sensitive data.

chief

Field Marketing Manager @ denodo-technologies

JP | 2025-12-27
Denodo bills itself as a data-management leader; this marketing demand-gen role sits at the intersection of field events, partner programs, and multi-region campaigns, with heavy logistics and CRM... read more »
Data Management, Management, BI, Data Science, Cloud Computing, Marketing, CRM, Jira
analytics engineer

Geography Content Group Manager - Content Management Office, Travel & Mobility Business (C&M) @ rakuten

JP | 2025-12-26
Rakuten Travel seeks a Manager for the Geography Content Group to own geospatial data quality, localization, and global POI strategy for an English-first Rakuten Travel experience. You lead a... read more »
SQL, AI/ML, Marketing, Management, GIS, DataViz, Python, R, JavaScript, Jira, Tableau, Power BI
analytics engineer

【1496】_TE_【東京勤務】Honda SDV開発におけるデータ基盤エンジニア/データサイエンティスト @ honda

JP | 2025-12-25 | JPY 5900000 - 1090000 / year
Honda is fervently pursuing its Software Defined Vehicle (SDV) initiative, seeking a data engineer to architect and construct a robust data foundation from their labyrinthine data source web.... read more »
AI/ML, ETL/ELT, Python, SQL, JavaScript, C, AWS, Redshift, AWS Glue, AWS Lambda, GCP, BigQuery, Dataflow, Azure, Synapse, Databricks, Docker, Kubernetes, Jenkins, GitHub, GitLab, Jira, Confluence, Tableau, Power BI, Superset, Pandas, TensorFlow, PyTorch, GenAI, R, CI/CD
data engineer

【1484】_TE_【東京勤務】「Hondaクラウド基盤インフラエンジニア ─ 次世代モビリティを支える環境構築 @ honda

JP | 2025-12-25 | JPY 5900000 - 10900000 / year
Honda is building a cloud‑based SDV development platform and seeks an infrastructure engineer to design and run a massive, multi‑cloud development environment used by thousands of engineers. The... read more »
AWS, GCP, Azure, CI/CD, Jenkins, GitHub, Kubernetes, C, Python, JavaScript, Jira, Confluence, Git, Docker, GitLab, Argo CD, Prometheus, Grafana, Datadog, ELK, IaC, Terraform, Ansible, CloudFormation, DevOps, Linux, AI/ML
promoted

BigQuery Cost Optimization Guide by Masthead Data

The 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...

data scientist

Software Engineer, QA - Merpay @ mercari-inc-

JP | 2025-12-24
A QA engineer role at Merpay involves developing AI-enhanced testing strategies and coordinating across multiple teams to ensure high-quality software in a fast-paced environment. The unique... read more »
GitHub, Playwright, BigQuery, Looker, Datadog, Jira, Confluence, LLM, AI/ML, Agile/Scrum, Analytics, API, Computer Science, DataViz
data engineer

Cloud Platform Engineer (Kafka Specialist) @ paypay-corp

JP | 2025-12-23
PayPay asks for a Kafka veteran who can both shepherd a self-hosted, multi-cluster streaming platform and navigate AWS MSK, all while moving toward KRaft and an event-driven architecture. The... read more »
Kafka, Data Streaming, AWS, Management, Java, Python, ELK, Athena, Docker, Kubernetes, Argo CD, GitHub, Jenkins, Terraform, Ansible, Logstash, Grafana, Confluence, Jira, Linux, Cloud Computing, Go, Git, CI/CD, Computer Science