18published
706scored
6alerts
Still open 72/100

Lead Cybersecurity Specialist (Offensive Security)

JJ CONSULTING SERVICES · Islandwide · MyCareersFuture

​ Our Client is an established company in Singapore, who is seeking to recruit a Lead Cybersecurity Specialist (Offensive Security). Lead Cybersecurity Specialist (Offensive Security) As the Cybersecurity Specialist (Offensive Security) within the CISO Office, you will be the domain expert responsible for elevating th… Categories: Information Technology Emp…

Product / Program LeadershipLeadCybersecurity / TrustSecurityCybersecurity

Action plan

Why match: Matches Product / Program Leadership, Cybersecurity / Trust; title relevance 25/100, profile relevance 54/100, location fit 100/100, freshness 100/100, source boost +18.

Next action: Shortlist: verify the posting is still open, then tailor your application around Product / Program Leadership, Cybersecurity / Trust.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.
  • Threat modeling, secure design review, exploitability triage, incident response, detection, and engineering-ready remediation.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.
  • Choose role-aligned depth: OSCP/OSWE for offensive roles, CSSLP for secure SDLC, CISSP/CISM for leadership, or cloud security specialty for platform roles.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
  • Keep public-safe case studies that show risk, proof, mitigation, and verification without exposing private details.
Still open 72/100

Data Engineer

OPUS IT SERVICES PTE LTD · Islandwide · MyCareersFuture

Employment type - 1-year contract (Renewable) Eligibility: Singaporean ONLY (require security clearance) Location: Ang Mo Kio Working Days/ Hours: Mon-Fri: 8.30am to 6pm Role Overview As a Data Engineer, you will design, build, and operate scalable, secure, and high-performance enterprise data platforms and ETL pipeli… Categories: Information Technology Emp…

Data / Ai EngineeringData PlatformData EngineerCybersecurity / TrustSecurity

Action plan

Why match: Matches Data / AI Engineering, Cybersecurity / Trust; title relevance 25/100, profile relevance 54/100, location fit 100/100, freshness 100/100, source boost +18.

Next action: Shortlist: verify the posting is still open, then tailor your application around Data / AI Engineering, Cybersecurity / Trust.

Relevance plan

Skillsets to build

  • Data pipelines, model evaluation, feature stores or embeddings, deployment, monitoring, and cost/performance tradeoffs.
  • Threat modeling, secure design review, exploitability triage, incident response, detection, and engineering-ready remediation.

Certs / courses to consider

  • Cloud data/ML engineer certification aligned to the employer stack, or a hands-on MLOps specialization.
  • Choose role-aligned depth: OSCP/OSWE for offensive roles, CSSLP for secure SDLC, CISSP/CISM for leadership, or cloud security specialty for platform roles.

Learning gaps to close

  • Publish an end-to-end data or ML project with ingestion, evaluation, deployment, and monitoring evidence.
  • Keep public-safe case studies that show risk, proof, mitigation, and verification without exposing private details.
New this refresh 70/100

Lead UX/UI Designer

DEX DIGITAL TECHNOLOGIES PTE. LTD. · D05 Pasir Panjang, Hong Leong Garden, Clementi New Town · MyCareersFuture

Shaping Singapore’s digital future, we at the Infocomm Media Development Authority(IMDA) often tackle head-on challenges that come with developing and deploying emerging, frontier technologies across various sectors. We Dream, Design and Deliver in the technology and media space, leading Singapore into a limitless dig… Categories: Information Technology Emp…

Product / Program LeadershipLeadDesign / Ux ResearchUx

Action plan

Why match: Matches Product / Program Leadership, Design / UX Research; title relevance 50/100, profile relevance 36/100, location fit 100/100, freshness 100/100, source boost +18.

Next action: Shortlist: verify the posting is still open, then tailor your application around Product / Program Leadership, Design / UX Research.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.
  • Portfolio storytelling, user research synthesis, interaction flows, design systems, accessibility, and product impact measurement.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.
  • Accessibility training such as WCAG-focused coursework if the role emphasizes inclusive design or design systems.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
  • Prepare case studies that connect user evidence to product decisions and measurable outcomes.
New this refresh 68/100

Data & AI – Data Engineer

CFGI (SINGAPORE) PRIVATE LIMITED · D01 Marina, Raffles Place, People's Park, Cecil · MyCareersFuture

CFGI is standing up its Data & AI build team in Singapore and is seeking a hands-on Data Engineer to build and operate the data foundation on which every client artificial-intelligence solution depends. Roughly eighty per cent of the effort in any artificial-intelligence programme is the data, so this is a central, lo… Categories: Consulting, Engineering, I…

Data / Ai EngineeringData Engineer

Action plan

Why match: Matches Data / AI Engineering; title relevance 25/100, profile relevance 18/100, location fit 100/100, freshness 100/100, source boost +28.

Next action: Shortlist: verify the posting is still open, then tailor your application around Data / AI Engineering.

Relevance plan

Skillsets to build

  • Data pipelines, model evaluation, feature stores or embeddings, deployment, monitoring, and cost/performance tradeoffs.

Certs / courses to consider

  • Cloud data/ML engineer certification aligned to the employer stack, or a hands-on MLOps specialization.

Learning gaps to close

  • Publish an end-to-end data or ML project with ingestion, evaluation, deployment, and monitoring evidence.
Still open 66/100

Cloud Security Engineer | WAF / Application Security

AKKODIS SINGAPORE PTE. LTD. · D09 Cairnhill, Orchard, River Valley · MyCareersFuture

Cloud Security Engineer – WAF / Application Security Job Title: Cloud Security Engineer – WAF / Application Security Location: Singapore Business Unit: Enterprise Services About the Role Akkodis is looking for a Cloud Security Engineer with strong hands-on WAF / Application Security experience to join our Enterprise S… Categories: Information Technology Emp…

Cybersecurity / TrustSecurity

Action plan

Why match: Matches Cybersecurity / Trust; title relevance 25/100, profile relevance 18/100, location fit 100/100, freshness 82/100, source boost +28.

Next action: Shortlist: verify the posting is still open, then tailor your application around Cybersecurity / Trust.

Relevance plan

Skillsets to build

  • Threat modeling, secure design review, exploitability triage, incident response, detection, and engineering-ready remediation.

Certs / courses to consider

  • Choose role-aligned depth: OSCP/OSWE for offensive roles, CSSLP for secure SDLC, CISSP/CISM for leadership, or cloud security specialty for platform roles.

Learning gaps to close

  • Keep public-safe case studies that show risk, proof, mitigation, and verification without exposing private details.
New this refresh 83/100

Lead / Senior Product Designer, BizSG

GovTech Singapore · Singapore · Greenhouse

GovTech is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Smart City Technology, Digital Infrast…

Product / Program LeadershipLeadDesign / Ux ResearchProduct Designer

Action plan

Why match: Matches Product / Program Leadership, Design / UX Research; title relevance 75/100, profile relevance 36/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Product / Program Leadership, Design / UX Research.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.
  • Portfolio storytelling, user research synthesis, interaction flows, design systems, accessibility, and product impact measurement.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.
  • Accessibility training such as WCAG-focused coursework if the role emphasizes inclusive design or design systems.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
  • Prepare case studies that connect user evidence to product decisions and measurable outcomes.
New this refresh 83/100

Lead / Senior Product Manager (Digital Accelerator Unit)

GovTech Singapore · Singapore · Greenhouse

GovTech is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Smart City Technology, Digital Infrast…

Product / Program LeadershipProduct ManagerLead

Action plan

Why match: Matches Product / Program Leadership; title relevance 75/100, profile relevance 36/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Product / Program Leadership.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
Still open 66/100

Senior Software Engineer (Frontend), Identity & User Security

Airwallex · SG - Singapore · Ashby

ABOUT AIRWALLEX Airwallex is the only unified payments and financial platform for global businesses. Powered by our unique combination of proprietary infrastructure and software, we empower over 250,000 businesses worldwide – including Brex, Navan, Qantas, SHEIN and many more – with fully integrated solutions to manage everything from business accounts, pay…

Software EngineeringSoftware EngineerFrontendPlatformCybersecurity / TrustSecurity

Action plan

Why match: Matches Software Engineering, Cybersecurity / Trust; title relevance 25/100, profile relevance 72/100, location fit 100/100, freshness 45/100, source boost +12.

Next action: Shortlist: verify the posting is still open, then tailor your application around Software Engineering, Cybersecurity / Trust.

Relevance plan

Skillsets to build

  • System design, production debugging, API design, automated testing, and maintainable service ownership.
  • Threat modeling, secure design review, exploitability triage, incident response, detection, and engineering-ready remediation.

Certs / courses to consider

  • Cloud practitioner or associate developer certification only if the target role is cloud-heavy; otherwise prioritize a production-quality portfolio project.
  • Choose role-aligned depth: OSCP/OSWE for offensive roles, CSSLP for secure SDLC, CISSP/CISM for leadership, or cloud security specialty for platform roles.

Learning gaps to close

  • Show one shipped project with tests, observability, deployment notes, and clear tradeoff decisions.
  • Keep public-safe case studies that show risk, proof, mitigation, and verification without exposing private details.
Still open 64/100

Engineering Lead/Manager, Risk

Airwallex · SG - Singapore · Ashby

ABOUT AIRWALLEX Airwallex is the only unified payments and financial platform for global businesses. Powered by our unique combination of proprietary infrastructure and software, we empower over 250,000 businesses worldwide – including Brex, Navan, Qantas, SHEIN and many more – with fully integrated solutions to manage everything from business accounts, pay…

Software EngineeringPlatformProduct / Program LeadershipLeadCybersecurity / TrustRisk

Action plan

Why match: Matches Software Engineering, Product / Program Leadership, Cybersecurity / Trust; title relevance 50/100, profile relevance 54/100, location fit 100/100, freshness 45/100, source boost +12.

Next action: Watch: verify the posting is still open, then tailor your application around Software Engineering, Product / Program Leadership, Cybersecurity / Trust.

Relevance plan

Skillsets to build

  • System design, production debugging, API design, automated testing, and maintainable service ownership.
  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.
  • Threat modeling, secure design review, exploitability triage, incident response, detection, and engineering-ready remediation.

Certs / courses to consider

  • Cloud practitioner or associate developer certification only if the target role is cloud-heavy; otherwise prioritize a production-quality portfolio project.
  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.
  • Choose role-aligned depth: OSCP/OSWE for offensive roles, CSSLP for secure SDLC, CISSP/CISM for leadership, or cloud security specialty for platform roles.

Learning gaps to close

  • Show one shipped project with tests, observability, deployment notes, and clear tradeoff decisions.
  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
  • Keep public-safe case studies that show risk, proof, mitigation, and verification without exposing private details.
Still open 64/100

Senior Product Manager, AI Risk Strategy (Buy/Sell Crypto)

OKX · Singapore, Singapore · Greenhouse

Who We Are At OKX, we believe that the future will be reshaped by crypto, and ultimately contribute to every individual's freedom. OKX is a leading crypto exchange, and the developer of OKX Wallet, giving millions access to crypto trading and decentralized crypto applications (dApps). OKX is also a trusted brand by hundreds of large institutions seeking acc…

Product / Program LeadershipProduct ManagerStrategyCybersecurity / TrustRisk

Action plan

Why match: Matches Product / Program Leadership, Cybersecurity / Trust; title relevance 50/100, profile relevance 54/100, location fit 100/100, freshness 58/100, source boost +10.

Next action: Watch: verify the posting is still open, then tailor your application around Product / Program Leadership, Cybersecurity / Trust.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.
  • Threat modeling, secure design review, exploitability triage, incident response, detection, and engineering-ready remediation.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.
  • Choose role-aligned depth: OSCP/OSWE for offensive roles, CSSLP for secure SDLC, CISSP/CISM for leadership, or cloud security specialty for platform roles.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
  • Keep public-safe case studies that show risk, proof, mitigation, and verification without exposing private details.
New this refresh 83/100

Lead / Senior Product Manager, Ministry of Sustainability and the Environment (MSE)

GovTech Singapore · Singapore · Greenhouse

The Government Technology Agency (GovTech) is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Sma…

Product / Program LeadershipProduct ManagerLead

Action plan

Why match: Matches Product / Program Leadership; title relevance 75/100, profile relevance 36/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Product / Program Leadership.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
New this refresh 83/100

Lead / Senior Product Manager, Republic of Singapore Air Force (RSAF)

GovTech Singapore · Singapore · Greenhouse

The Government Technology Agency (GovTech) is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Sma…

Product / Program LeadershipProduct ManagerLead

Action plan

Why match: Matches Product / Program Leadership; title relevance 75/100, profile relevance 36/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Product / Program Leadership.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
New this refresh 83/100

Lead Product Manager (AGC)

GovTech Singapore · Singapore · Greenhouse

The Government Technology Agency (GovTech) is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Sma…

Product / Program LeadershipProduct ManagerLead

Action plan

Why match: Matches Product / Program Leadership; title relevance 75/100, profile relevance 36/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Product / Program Leadership.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
Repeated high match 97/100

Principal / Lead Product Designer, TradeNet

GovTech Singapore · Singapore · Greenhouse

What the role is TradeNet is Singapore’s key platform that enables businesses to import, export, and move goods through one of the world’s busiest ports,currently supporting 970 Billion in annual trade revenue.. It connects traders, freight forwarders, customs officers, and multiple government agencies through a single, integrated system used for permit app…

Software EngineeringPlatformProduct / Program LeadershipPrincipalLeadDesign / Ux ResearchProduct Designer

Action plan

Why match: Matches Software Engineering, Product / Program Leadership, Design / UX Research; title relevance 75/100, profile relevance 72/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Software Engineering, Product / Program Leadership, Design / UX Research.

Relevance plan

Skillsets to build

  • System design, production debugging, API design, automated testing, and maintainable service ownership.
  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.
  • Portfolio storytelling, user research synthesis, interaction flows, design systems, accessibility, and product impact measurement.

Certs / courses to consider

  • Cloud practitioner or associate developer certification only if the target role is cloud-heavy; otherwise prioritize a production-quality portfolio project.
  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.
  • Accessibility training such as WCAG-focused coursework if the role emphasizes inclusive design or design systems.

Learning gaps to close

  • Show one shipped project with tests, observability, deployment notes, and clear tradeoff decisions.
  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
  • Prepare case studies that connect user evidence to product decisions and measurable outcomes.
Repeated high match 97/100

Principal / Lead Product Manager, Solutions Management (Product Strategy Office)

GovTech Singapore · Singapore · Greenhouse

The Government Technology Agency (GovTech) is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Sma…

Product / Program LeadershipProduct ManagerStrategyPrincipal

Action plan

Why match: Matches Product / Program Leadership; title relevance 75/100, profile relevance 72/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Product / Program Leadership.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
Repeated high match 90/100

Principal Product Manager, Developer Productivity

GovTech Singapore · Singapore · Greenhouse

The Government Technology Agency (GovTech) is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Sma…

Product / Program LeadershipProduct ManagerPrincipalLead

Action plan

Why match: Matches Product / Program Leadership; title relevance 75/100, profile relevance 54/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Product / Program Leadership.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
Repeated high match 90/100

Senior / Lead (Technical) Product Manager (Product Strategy Office)

GovTech Singapore · Singapore · Greenhouse

The Government Technology Agency (GovTech) is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Sma…

Product / Program LeadershipProduct ManagerStrategyLead

Action plan

Why match: Matches Product / Program Leadership; title relevance 75/100, profile relevance 54/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Product / Program Leadership.

Relevance plan

Skillsets to build

  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.

Certs / courses to consider

  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.

Learning gaps to close

  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.
Repeated high match 85/100

Principal / Software Engineer, Developer Productivity & Services Programme

GovTech Singapore · Singapore · Greenhouse

GovTech is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development, Smart City Technology, Digital Infrast…

Software EngineeringSoftware EngineerProduct / Program LeadershipPrincipalLead

Action plan

Why match: Matches Software Engineering, Product / Program Leadership; title relevance 50/100, profile relevance 54/100, location fit 100/100, freshness 100/100, source boost +26.

Next action: Prioritize: verify the posting is still open, then tailor your application around Software Engineering, Product / Program Leadership.

Relevance plan

Skillsets to build

  • System design, production debugging, API design, automated testing, and maintainable service ownership.
  • Roadmap framing, customer discovery, prioritization, metrics, stakeholder management, and crisp execution narratives.

Certs / courses to consider

  • Cloud practitioner or associate developer certification only if the target role is cloud-heavy; otherwise prioritize a production-quality portfolio project.
  • Pragmatic Institute, Reforge, or equivalent product strategy coursework if the role expects formal product leadership vocabulary.

Learning gaps to close

  • Show one shipped project with tests, observability, deployment notes, and clear tradeoff decisions.
  • Prepare two stories showing ambiguous problem framing, prioritization, tradeoffs, launch, and measured outcome.