
{"id":16410,"date":"2022-09-15T00:00:00","date_gmt":"2022-09-14T22:00:00","guid":{"rendered":"https:\/\/careerfoundry.inbearbeitung.de\/en\/magazine\/school-teacher-to-data-analyst\/"},"modified":"2023-05-11T09:55:30","modified_gmt":"2023-05-11T07:55:30","slug":"school-teacher-to-data-analyst","status":"publish","type":"magazine","link":"https:\/\/careerfoundry.inbearbeitung.de\/en\/magazine\/school-teacher-to-data-analyst\/","title":{"rendered":"From Teacher to Data Analyst: How I Leveled Up My Math Skills for a Career in Data"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" title=\"Azadeh Rezaei, a CareerFoundry data analytics graduate\" src=\"https:\/\/d2ndlgeoq4u3ju.cloudfront.net\/azadehmainintro2-min.png\" alt=\"Azadeh Rezaei, a CareerFoundry data analytics graduate\" width=\"1220\" height=\"780\" \/><\/p>\n<p><strong>Azadeh loves math. She told me many times during our chat. It\u2019s logical, always has a right answer, and numbers don\u2019t lie. She began preaching her love of mathematics in her job as a teacher around the world, before finally deciding to settle for a career as a math teacher.<\/strong><\/p>\n<p><strong>But the Covid-19 pandemic forced her out of her comfort zone. Keen to level up her math skills and broaden her analytical skills, she retrained for a career in data. Since graduating from CareerFoundry, she\u2019s secured her first job in the industry, working remotely as a data analyst at a fintech company. This is her career change story.<\/strong>\u200b\u200b\u200b\u200b\u200b\u200b<\/p>\n<h4 id=\"hi-azadeh-thanks-for-talking-with-me-today-could-you-tell-me-a-bit-about-yourself-and-your-background\">Hi Azadeh! Thanks for talking with me today. Could you tell me a bit about yourself and your background?<\/h4>\n<p>Hi Alison. I am originally from Iran, where I did my bachelor\u2019s degree in applied mathematics. I lived in Malaysia for about three years, where I did my first master\u2019s degree in e-learning technologies, and then I moved to the U.S.<\/p>\n<p>I had been teaching math throughout my bachelor\u2019s and master\u2019s degrees in Iran and Malaysia, but when I moved to the U.S. I knew that I would require an education degree to be hired as a teacher. I started working in retail, then in a private tutoring school where I taught a range of mathematics levels; from high school to middle school to SATs. I then did a second master\u2019s degree in secondary mathematics education, preparing for a career in teaching in the U.S.<strong>\u00a0<\/strong><\/p>\n<p>After I graduated, I quit my part-time jobs and was getting ready to apply to full-time teaching jobs. And then the pandemic hit. The spring and summer of that year, I applied to about 15 school districts\u2014not schools, districts, to get a teaching job, and I just couldn\u2019t.<\/p>\n<h4 id=\"sorry-to-hear-it-did-you-have-your-heart-set-on-becoming-a-teacher-at-this-point\">Sorry to hear it. Did you have your heart set on becoming a teacher at this point?<\/h4>\n<p>Teaching is a very hard job, but I was really good at it and I love math, so I justified that it would be the job I was going to have for a lifetime. The pandemic forced me out of that comfort zone though, and the job and the future that I had in mind.<\/p>\n<h4 id=\"what-made-you-turn-your-attention-to-data-instead\">What made you turn your attention to data instead?<\/h4>\n<p>My boyfriend actually encouraged me to look into data analytics. I was very scared about changing paths again though, at first. I didn\u2019t want to go back to school\u2014a third master\u2019s degree sounded ridiculous, so he encouraged me to self-study.<\/p>\n<p>I started self-studying for four or five months, but I soon started to feel that I needed guidance and structure. There\u2019s a sea of information out there\u2014actually not a sea, an ocean\u2014and I needed some structure to guide me through the learning process. I know some people get to where I am now without a bootcamp, but I felt that it was what I needed. I started researching schools, and then I picked CareerFoundry.<\/p>\n<h4 id=\"when-you-were-self-studying-were-you-purposefully-thinking-about-retraining-for-a-career-in-data-or-were-you-just-looking-to-learn-something-new-and-see-where-it-took-you\">When you were self-studying, were you purposefully thinking about retraining for a career in data, or were you just looking to learn something new and see where it took you?<\/h4>\n<p>By this point, I knew I wanted to get into data. I felt I was a good fit for it, given my background. I just love math. I think my brain processes mathematical concepts well, and I had good analytical skills already, it just needed to be transferred to be useful in the field of analytics.<\/p>\n<p>I\u2019m very determined and finish whatever I start. I\u2019m not a quitter. During the first year of the pandemic, I actually studied with <a href=\"https:\/\/www.codecademy.com\/\" target=\"_blank\" rel=\"noopener\">Codecademy,<\/a> which has some career paths for data analysts. I learned a little bit of <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/what-is-sql\/\" target=\"_blank\" rel=\"noopener\">SQL<\/a> and <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/what-is-python\/\" target=\"_blank\" rel=\"noopener\">Python<\/a> but then it got really advanced.<\/p>\n<h4 id=\"why-did-you-decide-to-study-with-careerfoundrynbsp\">Why did you decide to study with CareerFoundry?<\/h4>\n<p>I actually made a spreadsheet and compared all the bootcamps and schools I was researching. I wanted it to be online, and I wanted to have some sort of job guarantee. Some people look at job guarantees as a course that is going to get you a job, but that\u2019s not how I look at it. I looked at it as a company that trusts its program enough and has enough support in place to offer the guarantee.<\/p>\n<p>I also looked at the course content, and <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/courses\/become-a-data-analyst\/\" target=\"_blank\" rel=\"noopener\">CareerFoundry\u2019s Data Analytics Program<\/a> covered exactly what I wanted: Excel, SQL, Python, and a <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/what-is-tableau\/\" target=\"_blank\" rel=\"noopener\">visualization tool, Tableau.\u00a0<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" title=\"A quote from Azadeh about her career change journey\" src=\"https:\/\/d2ndlgeoq4u3ju.cloudfront.net\/azadehquote4-min.png\" alt=\"A quote from Azadeh about her career change journey\" width=\"1232\" height=\"733\" \/><\/p>\n<h4 id=\"what-was-your-relationship-like-with-your-mentor-and-tutor\">What was your relationship like with your mentor and tutor?<\/h4>\n<p>I had a very good experience with my mentor, Bill Tracy, and my tutor. They were both extremely responsive. I think my teaching background also helped with my expectation of these relationships. I didn\u2019t expect my tutor to hold my hand, or help me if I couldn\u2019t install software.<\/p>\n<p>At the same time, I made good use of the appointments with my mentor. I talked with him a lot about data\u2014not even necessarily the career aspects of the industry or the job hunt, but just running things through him and having a discussion about data.<\/p>\n<p>The analytical feedback that he gave me was exactly what I needed for the next step. Toward the end of the program, before submitting my final tasks, I wanted to meet with him first and talk through my work, which was very helpful. I loved that.<\/p>\n<h4 id=\"what-was-the-most-challenging-thing-about-the-course\">What was the most challenging thing about the course?<\/h4>\n<p>I\u2019m a slow reader, and I know that\u2019s specific to me, but when the course said it would take an hour to read through the material, it would take me a lot longer. Reading is different from learning. You can read over something, but that doesn\u2019t mean you\u2019ve learned it.<\/p>\n<h4 id=\"was-there-a-highlight-or-something-in-particular-that-you-enjoyed-the-mostnbsp\">Was there a highlight or something in particular that you enjoyed the most?<\/h4>\n<p>Overall, I loved it. As I mentioned, one thing that I really wanted from the course was to learn how to start from scratch when you are given raw data, and how to get some conclusion out of that data. And I got to do that, especially with the program\u2019s last achievement. I was able to look at the data, interpret what I thought it was going to mean, manipulate, clean, and analyze it.<\/p>\n<p>I like learning for the sake of learning, but because I was putting these skills in my resume and portfolio, mastering this whole process was really what I wanted. I wanted to be able to confidently say, \u2018I know SQL, I know a visualization tool, and I have good analytical skills.\u2019 When it came to my interview, I was actually able to say all of that and support it with multiple projects I\u2019d completed to prove myself. And I think it mattered because I got a job!<\/p>\n<blockquote class=\"instagram-media\">\n<div style=\"padding: 16px;\">\n<div style=\"display: flex; flex-direction: row; align-items: center;\">\n<div style=\"background-color: #f4f4f4; border-radius: 50%; flex-grow: 0; height: 40px; margin-right: 14px; width: 40px;\"><\/div>\n<div style=\"display: flex; flex-direction: column; flex-grow: 1; justify-content: center;\">\n<div style=\"background-color: #f4f4f4; border-radius: 4px; flex-grow: 0; height: 14px; margin-bottom: 6px; width: 100px;\"><\/div>\n<div style=\"background-color: #f4f4f4; border-radius: 4px; flex-grow: 0; height: 14px; width: 60px;\"><\/div>\n<\/div>\n<\/div>\n<div style=\"padding: 19% 0;\"><\/div>\n<div style=\"display: block; height: 50px; margin: 0 auto 12px; width: 50px;\"><\/div>\n<div style=\"padding-top: 8px;\">\n<div style=\"color: #3897f0; font-family: Arial,sans-serif; font-size: 14px; font-style: normal; font-weight: 550; line-height: 18px;\"><a style=\"background: #FFFFFF; line-height: 0; padding: 0 0; text-align: center; text-decoration: none; width: 100%;\" href=\"https:\/\/www.instagram.com\/p\/CftoU2WqxKu\/?utm_source=ig_embed&amp;utm_campaign=loading\" target=\"_blank\" rel=\"noopener\">View this post on Instagram<\/a><\/div>\n<\/div>\n<div style=\"padding: 12.5% 0;\"><\/div>\n<div style=\"display: flex; flex-direction: row; margin-bottom: 14px; align-items: center;\">\n<div>\n<div style=\"background-color: #f4f4f4; border-radius: 50%; height: 12.5px; width: 12.5px; transform: translateX(0px) translateY(7px);\"><\/div>\n<div style=\"background-color: #f4f4f4; height: 12.5px; transform: rotate(-45deg) translateX(3px) translateY(1px); width: 12.5px; flex-grow: 0; margin-right: 14px; margin-left: 2px;\"><\/div>\n<div style=\"background-color: #f4f4f4; border-radius: 50%; height: 12.5px; width: 12.5px; transform: translateX(9px) translateY(-18px);\"><\/div>\n<\/div>\n<div style=\"margin-left: 8px;\">\n<div style=\"background-color: #f4f4f4; border-radius: 50%; flex-grow: 0; height: 20px; width: 20px;\"><\/div>\n<div style=\"width: 0; height: 0; border-top: 2px solid transparent; border-left: 6px solid #f4f4f4; border-bottom: 2px solid transparent; transform: translateX(16px) translateY(-4px) rotate(30deg);\"><\/div>\n<\/div>\n<div style=\"margin-left: auto;\">\n<div style=\"width: 0px; border-top: 8px solid #F4F4F4; border-right: 8px solid transparent; transform: translateY(16px);\"><\/div>\n<div style=\"background-color: #f4f4f4; flex-grow: 0; height: 12px; width: 16px; transform: translateY(-4px);\"><\/div>\n<div style=\"width: 0; height: 0; border-top: 8px solid #F4F4F4; border-left: 8px solid transparent; transform: translateY(-4px) translateX(8px);\"><\/div>\n<\/div>\n<\/div>\n<div style=\"display: flex; flex-direction: column; flex-grow: 1; justify-content: center; margin-bottom: 24px;\">\n<div style=\"background-color: #f4f4f4; border-radius: 4px; flex-grow: 0; height: 14px; margin-bottom: 6px; width: 224px;\"><\/div>\n<div style=\"background-color: #f4f4f4; border-radius: 4px; flex-grow: 0; height: 14px; width: 144px;\"><\/div>\n<\/div>\n<p style=\"color: #c9c8cd; font-family: Arial,sans-serif; font-size: 14px; line-height: 17px; margin-bottom: 0; margin-top: 8px; overflow: hidden; padding: 8px 0 7px; text-align: center; text-overflow: ellipsis; white-space: nowrap;\"><a style=\"color: #c9c8cd; font-family: Arial,sans-serif; font-size: 14px; font-style: normal; font-weight: normal; line-height: 17px; text-decoration: none;\" href=\"https:\/\/www.instagram.com\/p\/CftoU2WqxKu\/?utm_source=ig_embed&amp;utm_campaign=loading\" target=\"_blank\" rel=\"noopener\">A post shared by CareerFoundry (@career_foundry)<\/a><\/p>\n<\/div>\n<\/blockquote>\n<p><script async=\"\" src=\"\/\/www.instagram.com\/embed.js\"><\/script><\/p>\n<h4 id=\"amazing-how-did-you-approach-the-job-searchnbsp\">Amazing! How did you approach the job search?<\/h4>\n<p>I needed to focus on one thing at a time. So after my fifth achievement\u2014the penultimate part of the program\u2014I took a break from studying to complete the first (of two) achievements in the <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/job-preparation\/\" target=\"_blank\" rel=\"noopener\">Job Preparation Course.<\/a><\/p>\n<p>Making a portfolio website was a huge task for me. I found a YouTube video that walked me through how to make a WordPress portfolio step-by-step, and so I made my portfolio using that. I wish there was a little bit of hand-holding though, because as a data analytics student, I didn\u2019t know how to make a portfolio or website. But I figured it out. It took me a week to build the website itself, but it was worth it in the end.<\/p>\n<p><strong>Recommended viewing: <\/strong><a href=\"https:\/\/www.youtube.com\/watch?v=j9Q84_Gn_T0\" target=\"_blank\" rel=\"noopener\">Building Your First Data Analytics Portfolio: A Step by Step Guide<\/a><\/p>\n<style>.embed-container { position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden; max-width: 100%; } .embed-container iframe, .embed-container object, .embed-container embed { position: absolute; top: 0; left: 0; width: 100%; height: 100%; }<\/style>\n<div class=\"embed-container\"><iframe src=\"https:\/\/www.youtube.com\/embed\/j9Q84_Gn_T0\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<p>&nbsp;<\/p>\n<h4 id=\"and-what-was-the-period-like-when-you-were-looking-for-rolesnbsp\">And what was the period like when you were looking for roles?<\/h4>\n<p>When I finished the job prep, it was a bit overwhelming in the job search; especially the number of platforms where you can search for jobs. I personally stuck with LinkedIn.<\/p>\n<p>When it came to looking for roles, I decided what I wasn\u2019t willing to sacrifice. I had made so little money in the year before that salary compensation wasn\u2019t in my top list of bullet points for the job. Any job I got initially was going to pay me more than what I made the previous year!<\/p>\n<p>Mostly, I just wanted it to be remote. I wanted to be hired properly (meaning I did not want to do a contract job), and I didn\u2019t want it to be unethical (based on my own personal beliefs). For example, I\u2019m vegan, so I don\u2019t want to work for a meat-packing company!<\/p>\n<p>But I wasn\u2019t picky. I knew that for a year or so I might have to work in a place that I didn\u2019t necessarily love, to get my foot in the door, and then switch from there. But I got lucky. I got a job that has all of the things I was looking for, and all the things I didn\u2019t know I wanted. I\u2019m very happy about that!<\/p>\n<h4 id=\"congratulations-could-you-tell-us-a-little-bit-about-the-company\">Congratulations! Could you tell us a little bit about the company?<\/h4>\n<p>I\u2019m a data analyst in a compliance team at a fintech company called Affirm. Affirm is a remote-first company based in San Francisco but is growing rapidly. It\u2019s almost like a dream come true.<\/p>\n<p>They have an amazing company culture that they actually put into practice; in the company layout, the diversity, and the employee care. I had read a lot about different companies\u2019 approaches to working remotely and I was preparing myself for some of the challenges, but it\u2019s going great so far.<\/p>\n<h4 id=\"what-is-your-role-like\">What is your role like?<\/h4>\n<p>I work strictly with Snowflake and SQL. I wanted to code in my job, and that\u2019s what I\u2019m doing at Affirm. I pull data from the database based on the request that other teams have made. It\u2019s great because I get to work on improving my SQL skills.<\/p>\n<p>I don\u2019t do all of the things that I learned through CareerFoundry, but I knew that was going to be the case. If a company is big enough, you\u2019re not going to do the whole process. I knew that I would be focusing on one part of the process, like <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/what-is-data-cleaning\/\" target=\"_blank\" rel=\"noopener\">cleaning the data,<\/a> analyzing it, or <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/data-analytics\/what-is-data-visualization\/\" target=\"_blank\" rel=\"noopener\">visualizing it.\u00a0<\/a><\/p>\n<h4 id=\"do-you-think-they-will-support-your-professional-growth-too\">Do you think they will support your professional growth too?<\/h4>\n<p>Oh, absolutely. That was one of the things that my manager told me in the hiring process\u2014about the company\u2019s growth mindset and what they expect from their team.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" title=\"A quote from Azadeh about her career change journey\" src=\"https:\/\/d2ndlgeoq4u3ju.cloudfront.net\/azadehquote2-min.png\" alt=\"A quote from Azadeh about her career change journey\" width=\"1232\" height=\"641\" \/><\/p>\n<p>I\u2019m so happy about that because what I thought would have been my weakness they saw as a strength\u2014 and a good fit for the company. And I do feel like I belong in the company. The professional support is great, from the compensation to the benefits to the work environment. There\u2019s definitely room to develop my skills here in the future too.<\/p>\n<h4 id=\"do-you-feel-like-careerfoundry-has-helped-you-upskill-in-the-way-that-you-hopednbsp\">Do you feel like CareerFoundry has helped you upskill in the way that you hoped?<\/h4>\n<p>Yes, definitely. It was a bit overwhelming getting into the field and learning all of these skills that I know are complex, like Python. But having a beginner to average level of knowing how to use certain analytics tools now makes me feel that I\u2019m not going to be scared to use a new tool in the future.<\/p>\n<p>It\u2019s not only the skills though; it\u2019s the confidence. Personally, I needed the confidence to know that I can start something from the beginning, decide for myself how to analyze the data, and own a project. Not every project works in the same way. That\u2019s something that I learned through multiple projects with CareerFoundry. I really appreciated the different types of projects that focus on different skills.<\/p>\n<h4 id=\"good-to-hear-i-think-channeling-the-right-mindset-during-a-career-change-is-key\">Good to hear. I think channeling the right mindset during a career change is key.<\/h4>\n<p>Yes. The way I see it is that I\u2019ve already done the big thing: deciding to change careers. The next steps are going to be smaller than that first big step that I took. Making a career change like that sets you up with a growth mindset.<\/p>\n<h4 id=\"do-you-think-its-possible-to-become-a-data-analyst-if-youre-coming-from-an-unrelated-backgroundnbsp\">Do you think it\u2019s possible to become a data analyst if you\u2019re coming from an unrelated background?<\/h4>\n<p>I\u2019d like to think that if you have already thought about a career in this field specifically, you have something to offer. Something piqued your interest. It\u2019s not like you just decided to become a surgeon.<\/p>\n<p>Your dreams will likely go towards something that you can transfer to. For me, for example, I knew that web development was too code-based, and data analytics seemed a better fit. I had <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/career-change\/what-are-transferable-skills\/\" target=\"_blank\" rel=\"noopener\">transferable skills<\/a>\u2014even ones that I didn\u2019t know I had!<\/p>\n<p>So, I feel like as long as you have those transferable skills and the willingness to learn and not to get frustrated, that\u2019s a good starting point. You have to be honest with yourself, understand what skills and qualities you have to offer, and what you don\u2019t. As long as you have that context in mind, I don\u2019t understand why you wouldn\u2019t be able to make a career change into data.<\/p>\n<h4 id=\"what-advice-would-you-give-to-someone-who-doesnt-have-a-relevant-background-for-a-career-in-data\">What advice would you give to someone who doesn\u2019t have a relevant background for a career in data?<\/h4>\n<p>I know it\u2019s possible because I\u2019ve followed the journey of a lot of people through my career change. My friend <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/student-stories\/starting-a-new-career-at-30\/\" target=\"_blank\" rel=\"noopener\">Julian, another CareerFoundry graduate, didn&#8217;t have a related background and he made a switch to data analytics at the age of 30.<\/a><\/p>\n<p>When I was getting rejection letters for jobs it was very demoralizing. It was very sad. I had tears, I had heartbreaks, but I used to tell myself there are so many data jobs out there and there\u2019s one that is mine.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" title=\"A quote from Azadeh about her career change journey\" src=\"https:\/\/d2ndlgeoq4u3ju.cloudfront.net\/azadehquote3-min.png\" alt=\"A quote from Azadeh about her career change journey\" width=\"1232\" height=\"540\" \/><\/p>\n<p>It\u2019s not easy. Maybe it will take you longer to get a job, maybe six months or one year, but if you continue to try and build your skills, especially your analytical skills, I don\u2019t understand why you wouldn\u2019t be able to get a job.<\/p>\n<h4 id=\"thank-you-thats-a-very-good-answer-for-you-personally-what-is-the-most-rewarding-thing-about-a-career-in-datanbsp\">Thank you. That\u2019s a very good answer. For you personally, what is the most rewarding thing about a career in data?<\/h4>\n<p>When my code runs! It\u2019s such a rush every time. I love the challenge, and I love the frustration. I remember one of the things I told my manager during my first interview was that I\u2019m very comfortable in uncomfortable situations. I\u2019ve been through so many changes and so many ups and downs in life that it\u2019s not foreign to me.<\/p>\n<p>As I keep saying, I love math and logic, and code is the same. It might sound strange, but in the real world, the input and output you get from people do not always match your expectations, but mathematics will never disappoint you. Two plus two will always be four. It doesn\u2019t matter where you are, or even what language you\u2019re doing math in. And I love that certainty.<\/p>\n<p>I love how definite math is. Numbers just don\u2019t lie. If the logic is correct, if the code is correct, it can\u2019t be misinterpreted. It\u2019s not going to tell you something but mean something else. It\u2019s very honest and I\u2019ve always appreciated that.<\/p>\n<p><strong>Recommended reading:<\/strong> <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/blog\/student-stories\/how-to-change-careers-from-women-in-tech\/\" target=\"_blank\" rel=\"noopener\"><strong>Career Change Stories: Advice From Women in Tech<\/strong><\/a><\/p>\n<h4 id=\"i-love-that-do-you-have-any-hopes-for-your-future-career\">I love that. Do you have any hopes for your future career?<\/h4>\n<p>My manager asked me a question like this recently, and I said something like, \u2018I\u2019m going to get so good at what I do that people would want me in their teams.\u2019 I know it\u2019s a bit over-the-top, but I just want to keep growing, get really good at what I do, and expand my skills step-by-step.<\/p>\n<p>I want to continue growing my SQL skills and then become more comfortable with all the other analytic tools, like Python, and maybe get into data science at some point.<\/p>\n<h4 id=\"amazing-the-skys-the-limit-finally-do-you-have-any-words-of-wisdom-or-encouragement-for-someone-thinking-about-taking-an-online-course-for-data-analytics-like-careerfoundrys\">Amazing. The sky\u2019s the limit. Finally, do you have any words of wisdom or encouragement for someone thinking about taking an online course for data analytics like CareerFoundry\u2019s?<\/h4>\n<p>When it comes to the learning, numbers and data don\u2019t lie. So, as harsh as it might sound, if you\u2019re not getting the results, there\u2019s something you\u2019re not doing right. Remember, it\u2019s a very logical process.<\/p>\n<p>With the job search, remember it\u2019s not personal, as much as it might feel like it is. The job search is a numbers game. Just keep applying. I applied to jobs for over three months before I even first heard back from a recruiter. My applications probably got better over those three months too, because I defined what I was looking for throughout the process. So keep defining and clarifying your expectations. There is a job out there for you. Keep pushing!<\/p>\n<h4 id=\"thank-you-so-much-azadeh-its-been-great-to-hear-your-career-change-story-and-i-wish-you-all-the-best-in-your-future-career-in-datanbsp\">Thank you so much, Azadeh, it\u2019s been great to hear your career change story, and I wish you all the best in your future career in data!<\/h4>\n<p>Feeling inspired by Azadeh\u2019s career change? Are you curious about a career as a data analyst too? Find out if data analytics is a good fit for you with <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/short-courses\/become-a-data-analyst\/?popup-tracking=mag-dat-body-sc-school-teacher-to-data-analyst\">this free, introductory, short course.<\/a> If you\u2019d like to learn more about how to retrain for a career in tech, <a href=\"https:\/\/careerfoundry.inbearbeitung.de\/en\/connect\/all-contact-advisor\/?popup-tracking=mag-dat-body-pa-school-teacher-to-data-analyst\">book a free call with one of our expert program advisors.\u00a0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Azadeh was teaching math in schools and online all around the world, sharing her love of mathematics with students from Malaysia to the U.S. She\u2019s now leveled up her skills, retrained for a career as a data analyst, and got her first job in the field.<\/p>\n","protected":false},"author":145,"menu_order":0,"template":"","meta":{"_acf_changed":false,"_lmt_disableupdate":"yes","_lmt_disable":""},"class_list":["post-16410","magazine","type-magazine","status-publish","hentry"],"acf":{"meta_title":"How Azadeh Leveled Up Her Math Skills for a Career in Data","meta_description":"Beginning her career as a math teacher, Azadeh turned her attention to data. 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