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2 posts tagged with "Reflection"

Looking back on professional and technical journeys for learnings and insights.

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The Automotive Industry in 2026: Survival, Consolidation, and Transformation

· 11 min read
Shubham Narkhede
DevOps Engineer @ Robert Bosch GmbH

Two Years Later: Reflections on Transformation

In January 2024, I wrote about the automotive industry's reckoning. I described it as a structural transformation, not a temporary downturn. Two years later, that prediction has proven accurate, though the reality has been more complex and more consequential than I anticipated.

The automotive industry hasn't collapsed. But it has fundamentally changed. Companies that adapted quickly have emerged stronger. Those that didn't have struggled or disappeared. Bosch, as one of the world's largest automotive suppliers, has navigated this transition, though not without pain.

As I reflect on the past two years, I want to share what I've learned about how large enterprises survive and thrive during periods of disruption.

The Industry in 2026: A Snapshot

Let me paint a picture of the automotive industry in 2026:

EV Adoption Has Plateaued: The narrative of "EVs will save the industry" has given way to a more nuanced reality. EVs now represent 35-40% of new vehicle sales in Europe, up from 25% in 2024. But growth has slowed. Battery costs have plateaued, and consumer adoption has hit a ceiling in many markets. The transition to EVs is happening, but more slowly than the optimistic projections of 2023-2024.

Traditional Powertrains Are Declining: Internal combustion engines still dominate, but their market share is shrinking. Hybrid vehicles have become the sweet spot for many consumers—offering better efficiency than pure ICE vehicles while avoiding the cost and range anxiety of pure EVs.

Supply Chain Consolidation: The global supply chain has consolidated. Smaller suppliers that couldn't adapt to the new environment have been acquired or have gone out of business. Larger suppliers like Bosch have emerged stronger, but with reduced margins and increased pressure to innovate.

Software and Services Are Growing: The growth in the automotive industry is no longer in hardware—it's in software and services. Connected car services, autonomous driving capabilities, and over-the-air updates are becoming standard. Companies that can build software at scale have a competitive advantage.

Geopolitical Fragmentation: The automotive industry is becoming more fragmented geographically. China has become a dominant player in EVs and batteries. The US and EU are implementing protectionist policies to support domestic manufacturers. Global supply chains are being replaced by regional supply chains.

Bosch's Journey: Adaptation and Resilience

Bosch entered 2024 as a company in transition. The company had been investing heavily in electrification and software, but these investments hadn't yet generated significant revenue. The company's traditional business—fuel injection systems, transmissions, and other ICE components—was in managed decline.

By 2026, Bosch has successfully navigated this transition:

Portfolio Transformation: The company has divested or scaled back several traditional business units. The fuel injection business, which represented 5-10% of revenue in 2023, now represents less than 2%. Meanwhile, the company's software and services business has grown to represent 15-20% of revenue.

Geographic Expansion: Bosch has expanded its presence in Asia, particularly in China and India, where EV adoption is accelerating. The company has also strengthened its position in the US market.

Technology Investments: The company has invested heavily in AI, autonomous driving, and battery management systems. These investments are starting to pay off, with several new products and services launched in 2025-2026.

Organizational Restructuring: The company has reorganized to be more agile and responsive to market changes. Traditional hierarchical structures have been flattened. Cross-functional teams have been empowered to make decisions faster.

The Infrastructure Transformation: From Foundation to Optimization

The infrastructure transformation that began in 2022 has reached a new phase. The foundation we built in 2022-2024 is now mature and stable. In 2025-2026, the focus has shifted to optimization and innovation.

Kubernetes at Scale: We now operate Kubernetes clusters across multiple regions and cloud providers, running thousands of containerized applications. The infrastructure is highly automated, with self-healing capabilities and intelligent resource allocation.

AI-Driven Operations: The infrastructure itself is now AI-driven. Machine learning models predict resource demand, optimize resource allocation, and identify potential issues before they occur. This has reduced operational overhead by 40% compared to 2024.

Multi-Cloud Strategy: We've implemented a true multi-cloud strategy, with applications running on AWS, Azure, and Google Cloud, as well as on-premises data centers. This reduces vendor lock-in and enables us to take advantage of the best services from each provider.

Edge Computing: We've deployed edge computing infrastructure at manufacturing facilities and distribution centers. This enables real-time decision-making without relying on centralized servers.

The AI Revolution: From Experimentation to Production

In 2024, AI was still largely experimental at Bosch. By 2026, AI has become embedded in core business processes:

Generative AI in Product Development: We're using generative AI to accelerate product development. AI models can generate design variations, optimize components for manufacturability, and predict product performance. This has reduced product development cycles by 30%.

Autonomous Manufacturing: Manufacturing facilities are increasingly autonomous. AI-driven robots can adapt to changing production requirements. Quality control is performed by AI vision systems. Predictive maintenance prevents equipment failures before they occur.

Intelligent Supply Chain: The supply chain is now intelligent and self-optimizing. AI models predict demand, optimize inventory, and recommend procurement strategies. The supply chain can adapt to disruptions in real-time.

Customer Intelligence: We're using AI to understand customer behavior and preferences. This enables personalized marketing, predictive customer service, and new revenue streams through data-driven services.

The Workforce Transformation

The expansion of AI and automation has had significant implications for the workforce. At Bosch, we've been proactive about managing this transition:

Job Displacement: Some roles have been eliminated or significantly reduced. Routine tasks like data entry, invoice processing, and basic customer service have been automated. Estimates suggest that 10-15% of routine administrative jobs have been eliminated.

Job Creation: New roles have been created. AI trainers, AI auditors, AI product managers, and data scientists are in high demand. The company has invested in training programs to help employees transition to these new roles.

Reskilling Success: Of the employees who participated in reskilling programs, 75% successfully transitioned to new roles. 15% chose to take early retirement or severance. 10% left the company to pursue other opportunities.

Wage Impact: On average, employees who transitioned to AI-related roles saw a 15-20% increase in compensation. However, this varies by role and location. In some cases, employees in routine roles that were automated saw reduced opportunities and stagnant wages.

Lessons Learned: What It Takes to Survive Disruption

Looking back on the past two years, several lessons stand out:

Leadership Clarity: Companies that survived disruption had clear leadership that articulated a vision and committed to it. Bosch's leadership was clear about the need to transform, and this clarity cascaded through the organization.

Willingness to Divest: Companies that tried to maintain their traditional business while building new businesses struggled. Bosch was willing to divest or scale back traditional business units to fund new investments.

Investment in Infrastructure: The infrastructure investments we made in 2022-2024 proved crucial. Without modern infrastructure, it would have been difficult to scale AI and automation.

Talent Management: Companies that invested in reskilling and change management managed the workforce transition more successfully. Bosch's investment in employee development paid dividends.

Agility: The ability to adapt quickly to changing market conditions was critical. Companies with rigid organizational structures struggled. Bosch's willingness to reorganize and empower cross-functional teams enabled faster adaptation.

Customer Focus: Throughout the transformation, Bosch maintained a focus on customer needs. This ensured that new products and services were relevant to the market.

The Remaining Challenges

Despite the progress, significant challenges remain:

Profitability: The automotive industry's margins have compressed. Bosch's profit margins in 2026 are lower than in 2023. The company is investing heavily in new technologies, which limits profitability in the short term.

Competition: Chinese competitors are emerging as serious threats. Companies like BYD and NIO are investing heavily in EVs and autonomous driving. They have lower cost structures and are willing to accept lower margins to gain market share.

Regulatory Uncertainty: Regulations around autonomous driving, data privacy, and AI governance are still evolving. Companies need to navigate this uncertainty while building products that will be compliant with future regulations.

Talent Shortage: Skilled engineers in AI, software, and autonomous driving are in high demand. Bosch competes with tech companies like Google, Amazon, and Tesla for talent. Retaining top talent is an ongoing challenge.

Looking Ahead: 2026 and Beyond

As we move into the second half of 2026 and beyond, several trends are emerging:

Autonomous Driving: Level 3 and Level 4 autonomous driving systems are becoming more common. This will have profound implications for the automotive industry and society as a whole.

Vehicle-as-a-Service: Ownership of vehicles is declining, particularly in urban areas. Vehicle-as-a-service models are becoming more prevalent. This changes the business model for automotive suppliers.

Sustainability: Environmental regulations are becoming more stringent. Companies need to not just build electric vehicles, but also ensure that the entire supply chain is sustainable.

Data Monetization: Connected vehicles generate vast amounts of data. Companies are exploring ways to monetize this data through services and analytics.

A Personal Reflection

Working at Bosch during this period of transformation has been one of the most challenging and rewarding experiences of my career. I've had the opportunity to work on infrastructure that impacts thousands of engineers and millions of customers. I've seen firsthand how large enterprises can adapt to disruption.

But I've also seen the human cost of transformation. Colleagues have lost jobs. Teams have been reorganized. Uncertainty has been a constant. The company has handled this with professionalism and compassion, but the impact on individuals has been real.

As I look toward the future, I'm optimistic about Bosch's prospects. The company has adapted successfully to the automotive industry's transformation. The infrastructure we've built is world-class. The investments in AI and software are paying off. The workforce is increasingly skilled in new technologies.

But the journey isn't over. The automotive industry will continue to evolve. New competitors will emerge. New technologies will disrupt established business models. Companies that can continue to adapt, innovate, and put customers first will thrive. Those that can't will struggle.

The Broader Context

The automotive industry's transformation is part of a broader trend: the digital transformation of traditional industries. Manufacturing, energy, finance, healthcare—all are undergoing similar transformations. Companies that can navigate these transformations successfully will be the winners of the next decade.

The key is not to resist change, but to embrace it. To invest in infrastructure, talent, and innovation. To be willing to divest from declining business units. To maintain a clear vision while being flexible about the path to get there.

Bosch has done this. The company has emerged from the 2024-2026 period stronger, more agile, and better positioned for the future. It's a testament to the company's leadership, the dedication of its employees, and the power of strategic transformation.


Key Takeaways

  • The automotive industry's transformation is real and structural, not a temporary downturn
  • Companies that adapted quickly and invested in new technologies have emerged stronger
  • Infrastructure investments in cloud, containers, and automation have been crucial
  • AI and automation are transforming business processes and creating new opportunities
  • Workforce transformation requires investment in reskilling and change management
  • Leadership clarity, willingness to divest, and customer focus are critical for surviving disruption

Epilogue: What's Next?

As I write this in April 2026, I'm at an inflection point in my career. I've spent four years at Bosch, working on infrastructure and digital transformation. I've learned an enormous amount and had the opportunity to impact the company's future.

But I'm also aware that the industry is evolving rapidly. New opportunities are emerging in AI, autonomous driving, and sustainable energy. I'm exploring what's next—whether that's continuing at Bosch, joining a startup, or pursuing something entirely different.

One thing is certain: the next chapter of my career will be shaped by the same forces that have shaped the automotive industry—technological disruption, market dynamics, and the need to continuously learn and adapt.

I'll be sharing more about this journey in future posts. For now, I'm grateful for the opportunity to have been part of Bosch's transformation and excited about what comes next.


Thank you for reading this series of posts on the automotive industry's transformation, AI in enterprise, and the future of work. I'd love to hear your thoughts and experiences. Feel free to reach out via LinkedIn or email.

Reflecting on 5 Years in Tech: Lessons Learned and Future Directions

· 5 min read
Shubham Narkhede
DevOps Engineer @ Robert Bosch GmbH

As I mark five years since beginning my professional journey in software development, I find myself in a reflective mood. Looking back at my path from a fresh graduate to my current role as a DevOps Engineer at Robert Bosch GmbH, I'm amazed at how much has changed—both in the technology landscape and in my own approach to software development.

The Journey So Far

My career began in 2018 with enthusiasm and a foundation in computer science fundamentals. Since then, I've had the privilege of working at companies like Amazon, Bosch Rexroth, and now Robert Bosch GmbH. Each role has presented unique challenges and learning opportunities that have shaped my technical skills and professional outlook.

What strikes me most is how my perspective has evolved. When I started, I was primarily focused on mastering specific technologies and languages. While technical proficiency remains important, I've come to appreciate that software development is as much about people, processes, and problem-solving as it is about code.

Key Lessons from 5 Years in Tech

1. Communication Trumps Code

Perhaps the most significant lesson I've learned is that exceptional communication skills are more valuable than exceptional coding skills. The ability to clearly articulate technical concepts to non-technical stakeholders, negotiate requirements, and collaborate effectively with team members has proven invaluable throughout my career.

I've seen brilliant technical solutions fail because they weren't properly communicated or aligned with business needs. Conversely, I've seen relatively simple technical approaches succeed wildly because they were well-communicated and addressed the right problems.

2. Adaptability is Essential

The pace of change in technology is relentless. Languages, frameworks, and tools that were cutting-edge when I started are now considered outdated or have evolved significantly. What has served me well is not mastery of specific technologies but the ability to adapt and learn quickly.

This adaptability extends beyond technical skills to encompass changing project requirements, team dynamics, and organizational priorities. The most successful professionals I've encountered are those who embrace change rather than resist it.

3. Systems Thinking Matters

As I've progressed from writing individual components to designing and implementing entire systems, I've come to appreciate the importance of systems thinking. Understanding how different parts interact, identifying potential bottlenecks, and anticipating failure modes are critical skills for creating robust solutions.

This perspective has been particularly valuable in my DevOps role, where I need to consider the entire software lifecycle from development to deployment and monitoring.

4. Technical Debt is Real

Early in my career, I underestimated the impact of technical debt. Taking shortcuts or implementing quick fixes seemed harmless in the moment, but I've since witnessed how accumulated technical debt can paralyze development teams and erode system reliability.

I've learned to advocate for addressing technical debt proactively and to communicate its business impact effectively to stakeholders who might otherwise prioritize new features exclusively.

5. Work-Life Balance Enables Sustained Performance

Perhaps counterintuitively, I've found that maintaining a healthy work-life balance has made me more effective professionally, not less. Burnout is a real risk in technology careers, and I've seen talented colleagues struggle when they neglect their wellbeing.

Regular exercise, hobbies outside of technology, and quality time with family and friends have helped me maintain perspective and creativity in my work.

Looking to the Future

As I look ahead to the next phase of my career, several areas excite me:

Cloud-Native Development

The shift toward cloud-native architectures, containerization, and microservices continues to transform how we build and deploy software. I'm particularly interested in how these approaches can improve scalability and resilience while enabling faster delivery of value to users.

AI and Machine Learning Integration

The rapid advancement of AI and machine learning tools presents fascinating opportunities for enhancing software systems. I'm exploring how these technologies can be integrated into DevOps practices for predictive monitoring, automated testing, and intelligent deployment strategies.

Sustainable Technology

Working in the electric mobility space at Bosch has heightened my awareness of technology's environmental impact. I'm increasingly interested in how we can build more sustainable systems—both in terms of energy efficiency and responsible resource usage.

Leadership and Mentorship

As I continue to grow in my career, I find myself drawn to leadership and mentorship opportunities. Helping others navigate their technical careers and contributing to team culture and effectiveness is becoming as rewarding as solving technical challenges.

Conclusion

Five years into my technology career, I'm grateful for the experiences and lessons that have shaped my journey. The challenges have been as valuable as the successes, and I'm excited about the continued learning and growth that lie ahead.

The technology landscape will undoubtedly continue to evolve at a rapid pace, but I believe the fundamentals of effective problem-solving, clear communication, and continuous learning will remain constant. These are the foundations I'll continue to build upon as I move forward.

I'm curious to hear from others at similar points in their careers. What have been your most valuable lessons? How has your perspective on technology and professional development changed over time? Please share your thoughts in the comments!

Here's to the next five years of learning, growth, and creating technology that makes a positive difference in the world.