What do you do if your data engineering career development lacks effective decision making?

Definitely by assessing your current skills,and evaluating your current technichal expertise such as building databases and data pipelines and also using big data technologies,also reflect your softskilss like problem solving ,critical thinking and also approach ,Stay upto date with current data technologies and with this you become confident in yourself and the level you are at and you will be able to choose the best option for your project

I'd seek resources like books, online courses, or specific workshops to learn about decision-making best practices, solicit feedback from experienced colleagues, mentors, or team leaders to pinpoint areas for improvement. I'd dedicate time to self-reflection, learning from past successes and failures. I'd also implement more robust data analysis methods and evidence-based approaches to inform my decisions. Furthermore, I'd pursue leadership opportunities and challenging projects to hone my decision-making skills in real-world scenarios

I make business decisions based on operational excellence. For example, when I looked into our infrastructure expenses more than forecast, we found redundant instances were not decommissioned as planned. I added resource tagging and tracing as an action item for all teams. I also engaged a vendor to evaluate our infrastructure for optimization (VPC, VPC Peering, storage class, moving to managed instances). Reinforcement learners evaluate every state by rewards. At a given state they select an action based on a stochastic model based on rewards associated. Business operations as well as life is a RL with HF.

seeking mentorship becomes invaluable in enhancing confidence,skills and profficeincy and also approach ,Finding a mentor who can guide you to navigate these complex periods in your career while they offer insights into making sound decisons,they also introduce tou to new perspectives and new problem solving techniques,overtime you gain confidence in your decison making skills and learn to approach challenges with a strategic mindset

The education is a great boost if you know how you use: evaluate what you need in your data engineering career in technical and soft skills to focus your education to fill or improve these skills.

Create or participate in exercises that simulate real-world data engineering challenges, requiring you to assess situations, analyze options, and make decisions based on available information.

Collaborating with peers enhances your decison making skilss and abilities .You get exposed to different approaches carried out by others ,engage with the team and be open to discussing your thought process ,this environment encourages you to articulate reasoning and consider feedback

If you feel like your career progression in data engineering is being hindered by a lack of strong decision-making abilities, it's time to simplify your approach. Begin by pinpointing where you struggle with making decisions. Then, familiarize yourself with various decision-making techniques and understand when to apply them. Don't shy away from seeking advice and gathering information before making decisions. Analyze the risks and potential outcomes of each choice, and hone your analytical skills to assess different alternatives. Embrace errors as chances to learn, and take responsibility for your decisions.

Pursue opportunities for professional growth and establish clear objectives to monitor your advancement. By following these steps, you can enhance your decision-making prowess and navigate your data engineering career with increased confidence.