At a Glance: A bootstrapped developer tools company in Amsterdam needed senior DevOps expertise to rebuild their multi-cloud infrastructure. Second Talent placed 2 AI-native DevOps engineers from Malaysia who reduced infrastructure costs by 45% and achieved 99.99% uptime. The engagement delivered $150K in annual savings while cutting incident recovery time from 4 hours to 8 minutes.
The Challenge
The company had reached $3M in annual recurring revenue with a lean engineering team of 8 developers. Their infrastructure was breaking under increased load. Customers were experiencing 6 to 8 outages per month. Each incident took an average of 4 hours to resolve.
The existing setup ran on a single cloud provider with manual scaling. No proper observability existed beyond basic server monitoring. The founding team had built the product but lacked deep DevOps expertise. They needed specialists who could architect multi-cloud infrastructure, implement auto-scaling, and build comprehensive monitoring systems.
Amsterdam’s tech talent market presented serious obstacles. Senior DevOps engineers with AWS, GCP, and Kubernetes experience commanded €95K to €120K annually. The company had 3 months of runway at current burn rate. Hiring locally would consume 40% of their engineering budget for just 2 positions. They needed a solution that delivered expertise without destroying their unit economics.
The technical debt was compounding. Customer churn had increased 18% quarter over quarter due to reliability issues. Their largest enterprise client had issued a formal warning about service level agreement violations. Without immediate infrastructure improvements, they risked losing 30% of their revenue base.
The Solution
Second Talent identified 2 senior DevOps engineers in Malaysia with the exact skill profile needed. Both candidates had 7+ years of experience managing production infrastructure at scale. They were experts in AWS, Google Cloud Platform, Kubernetes orchestration, and Prometheus monitoring. More importantly, they were AI-native developers who used tools like GitHub Copilot and Claude to accelerate infrastructure-as-code development.
The hiring process took 18 days from initial briefing to signed contracts. Second Talent handled all employment logistics through their EOR service. This included Malaysian employment contracts, payroll processing, benefits administration, and compliance management. The company avoided establishing a legal entity in Malaysia and navigating unfamiliar labor regulations.
Each developer earned $6,200 per month, delivering senior expertise at 55% below Amsterdam market rates. Second Talent’s EOR fee added $450 per developer monthly. Total cost per engineer was $6,650 versus €8,750 for equivalent local hires. The company saved €51K annually per position while accessing higher-caliber talent.
The developers started with a 2-week knowledge transfer period. They audited the existing infrastructure, identified 23 critical vulnerabilities, and proposed a phased migration plan. They worked European afternoon hours (7 PM to 3 AM Malaysia time) to maintain 4 hours of daily overlap with the Amsterdam team. All communication happened asynchronously through Slack and Linear for maximum efficiency.
The Results
Within 90 days, the team had migrated to a multi-cloud architecture spanning AWS and GCP. They implemented Kubernetes for container orchestration, reducing deployment time from 45 minutes to 6 minutes. Auto-scaling policies now handle traffic spikes automatically. The system scales from 12 to 89 nodes based on demand without manual intervention.
Infrastructure costs dropped 45% despite handling 3x more traffic. The team eliminated 12 over-provisioned servers and optimized database queries that were consuming excessive compute resources. They implemented spot instances for non-critical workloads, saving $4,200 monthly. Total annual infrastructure savings reached $150K.
System reliability improved dramatically. Uptime increased from 97.8% to 99.99% over 6 months. Mean time to recovery fell from 4 hours to 8 minutes thanks to comprehensive observability and automated remediation. The team built custom Prometheus dashboards tracking 47 key metrics. They set up PagerDuty integration with automated runbooks for common incidents. Customer-reported outages dropped from 6-8 per month to zero in Q4 2025.
Key Outcomes
- Infrastructure Cost Savings: Reduced monthly cloud spending by 45% through multi-cloud optimization, auto-scaling, and spot instance usage. Annual savings of $150K reinvested into product development.
- Reliability Transformation: Achieved 99.99% uptime compared to 97.8% previously. Eliminated customer-facing outages completely in Q4 2025. Mean time to recovery decreased from 4 hours to 8 minutes.
- Deployment Velocity: Reduced deployment time from 45 minutes to 6 minutes through Kubernetes automation. Engineering team now ships updates 4x faster with zero-downtime deployments.
- Hiring Efficiency: Filled 2 senior DevOps positions in 18 days versus 90+ day average in Amsterdam. Saved €51K annually per position compared to local market rates while accessing higher expertise.
“We were weeks away from losing our biggest customer due to reliability issues. Second Talent found us 2 DevOps engineers who completely transformed our infrastructure in 90 days. We are now running at 99.99% uptime while spending 45% less on cloud costs. The AI-native approach these developers bring has been remarkable. They ship infrastructure changes in days that would have taken our team weeks.”
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