Você tem como objetivo avançar na engenharia de software. Como você pode melhorar continuamente suas habilidades e conhecimentos?

I'd like to share an anecdote here. When I started learning machine learning, there was a very active community on Reddit. I would ask my questions there, read paper, join competitions, and even contribute to open source projects. I think this played a central role in my progression, and I had the chance to work with people I admired, get answers from them, ... My advice is : find the right community for you, and be an active contributor. It is both tremendously motivating and effective.

I believe that continuous learning is the most important thing for any engineer, to ensure career progression. Two things I have always found useful are 1) Actively seek out mentors who can teach you new technical skills, and 2) Seek out projects that challenge you to develop new technical skills. If you cannot do #1 or #2, then you need to critically assess how to continue learning. This may require switching jobs, learning on your own time, completing side projects, etc.

To continuously increase your knowledge and skills in software engineering, engage in regular learning activities such as reading technical books, attending conferences, and taking online courses. Practice coding regularly and work on diverse projects to enhance problem-solving abilities. Collaborate with peers and participate in coding communities to gain different perspectives. Stay updated with the latest technologies and trends by following industry blogs and podcasts. Seek mentorship from experienced professionals and set specific, achievable goals. Document your learnings through blogs or articles to reinforce your understanding and share knowledge with others.

Changing company, project, or technology accelerates learning by exposing you to new methodologies and best practices. Attending hackathons enhances problem-solving skills and introduces you to new tools. Pursuing degrees, courses, and certifications provides structured learning and validates expertise. Reading books and articles keeps you updated with trends and deepens your understanding. Utilizing online resources like ChatGPT and YouTube offers flexible, self-paced learning. Combining these methods creates a comprehensive learning strategy, enabling continuous growth and skill development.

There are so many options out there that it can be hard to know where to start. * Embrace learning and stay curious. This means staying up to date on the latest trends, reading blogs, attending conferences, and taking courses. * Practice coding regularly. This can be done through platforms that offer coding challenges, working on personal projects, or contributing to open-source initiatives. * Collaborate with peers. This can be done through code reviews, pair programming, and networking with other engineers. * Understand the theory. This means familiarizing yourself with algorithms, data structures, design patterns, and system architecture. * Develop soft skills. This includes communication, teamwork, and time management.

Beyond a certain basic level (obtained in a few hours to days of practice) “coding” isn’t very useful. Solving problems is what most companies will pay you for. Practice expressing a real world problem in software terms. How can you translate a practical issue into a process that can be solved with software. Some silly examples are things like designing an elevator software. Use examples from industries you want to work in.

If you cannot find an open-source initiative to contribute to. Create your own project solving an issue you could not find a solution for yet. Chances are you are not the only one who faced the same problem.

Practice. Practice. Practice. Putting what you have read and learned into practice will help you to better understand the strengths and weaknesses(capabilities and limitations) of a given language, technique, library, etc.

As a software engineer looking to advance my career, what do you do to stay ahead of the curve and continue to improve your skills and knowledge without breaking the bank?

Success in software engineering requires a combination of technical skills and soft skills such as communication and collaboration. It also necessitates continuous learning, networking, and practice.

If you want to take your software engineering career to the next level, then you need to make sure you have a strong understanding of theory. By taking the time to learn about algorithms, data structures, design patterns, and system architecture, you’ll be building a solid foundation for your skills. Not only will theory help you to make better decisions when you’re working on complex problems, but it will also make you a more effective and efficient engineer. So, don’t neglect theory!

Conhecer a história de como as coisas evoluiram é uma ótima abordagem para absorver teorias e conceitos. Tudo tem um motivo, uma razão de ser como é. Compreendo isso, toda a prática se torna muito mais fácil. No jargão da programação, tendo lógica, você programa em qualquer linguagem.

Reading research papers can be intimidating, but it's a great way to be part of the top 1% in a discipline. Personally, I started doing it very early in machine learning, probably when I was still in the middle of the pack. Nevertheless, it allowed me to progress, but also to keep up with the subjects that were rapidly evolving, and to develop skills where technology was at the cutting edge. I spent less time on principal component analysis and more on neural networks thanks to these readings. I think overcoming your fear and daring to read papers is a good piece of advice I can share.

A small exercise I recommend to every developer is to take 15 minutes a day to ask yourself questions that don't directly concern you. Put yourself in the shoes of your n+1, n+2, or even n+3. Really imagine that you have their job. And ask yourself the right questions. Not only might you be able to discuss these with them, but you'll also have a completely different perspective on what you can do for the team. It's one of the many ways to gain perspective, I suppose.

I would also add that curiosity is not just about learning new technology skills. In addition, deep curiosity allows one to connect to the why and business value.

The ability to engineer software directly depends on how curious you are! I believe this is more important than anything else, or perhaps it forms the foundation of everything else. You need to stay curious about everything. If there is a new tool or language out there, you have to be curious enough to try it. If there is a technical challenge, you must be curious enough to find a solution. If a solution already exists, you need to be even more curious to find a better solution. Every successful software engineer is a curious individual whose curiosity drove them to create those wonderful softwares. So, be curious, everyone! And stay curious!

Conversely, subjects you initially believed you had little interest in or affinity for can unexpectedly become your passion and even the basis for your career. I recall my first internship, during which I emailed my mathematics professor to request his course notes. We were both aware that I had not been the most attentive student during his lectures, but ultimately, we both benefited. He shared his course materials, I diligently studied the topics I had previously neglected, and by the end of the experience, I had significantly improved my understanding of probabilities. My advice to others is to be curious about all subjects from the outset; it will save you from feeling unprepared and open doors to unexpected opportunities.