Each job or data science project is a stepping stone to the next. Let’s fix that up bit. They can return to your GitHub link to check out your skills in action after reading through your experience. SCOMI GROUP BERHAD Start off with a strong introductory phrase stating who you are. Above all, your big data engineer resume demonstrates on-the-job success. Managed delivery of $1.8 million development work annually. Then, launch your big data engineering resume with a strong professional statement. Trying to land an interview? ; Responsible for building scalable distributed data solutions using Hadoop. Hiring managers will trim their pile of big data engineer resume examples by looking for keywords from the job posting. Advancing ahead, now we need to look at the skills that organizations demand to fulfill these job responsibilities. > Collaborated with various team & management to understand the requirement & design the complete system, > Implemented the complete Big data pipeline with real-time processing, > Worked with Cloudera 5.11.x and its different components, > Used Spark 2.1.x API to stream data from various sources in real-time, > Developed Spark code in Scala using Spark SQL & Data Frames for aggregation, > Worked with Sqoop to ingest & retrieve data from various RDBMS like Oracle DB & MySQL, > Created schema in Hive with performance optimization using bucketing & partitioning, > Worked rigorously with Impala 2.8.x for executing ad-hoc queries, > Written Hive queries to transform data for further downstream processing, > Created Oozie workflow jobs for scheduling queries & actions, > Involved in the end to end deployment process, Senior Software Engineer – Tata Consultancy Services, ————————————————————————————————————————————————————————————————————. Managers should sense that you are confident about how you can expand their business. 1+ year Hadoop environment development experience Experience with predictive analytics or BI reports within a Hadoop ecosystem 2+ years of statistical analysis, quantitative analytics, machine learning, and / or forecasting / predicting analytics Experience working on Big Data tools (for example: Hadoop, Hive, Spark, Pig, Splunk etc.) As a data entry worker, you can expect to earn a median wage of $30,930 per year, or $14.87 per hour, according to the BLS. Resume is your first impression in front of an interviewer. Demonstrating your skills is the key, but it all begins with proper training. Tel: +012 208 0170 (HP) / 03-7717 3000 (O) Did you solve the problem? Lessard is an online payments solution that offers secure payments across boundaries. Here is an attempt at a professional statement: Yikes. This section also shows that you are an all-rounder with various skills & hobbies. Absolutely right! There are two ways in which you can build your resume: There are some key point to be kept in mind while building your resume. They need a team player who can communicate with cross-department teams. They must be able to access a mass of information from a growing list of today’s technologies. – Oprah Winfrey. What data challenges existed when you first arrived? You can go ahead & download the sample Big Data Engineer resume from, I hope this Big Data Engineer Resume blog has helped you in figuring out how to build an attractive & effective resume. Each resume is hand-picked from our large database of real resumes. Introducing new data management tools & technologies into the existing system to make it more efficient. You start your resume off with this header: Sure, it’s clear and succinct, but how does this make you stand out from the pile? While writing about my Java Developer & Sr. Software Engineer jobs, I will only include those skills which seem necessary for Big Data Engineer Role. The layout of your data science resume should make it easy to scan. 4 yrs of extensive IT experience Development, Support, Implementation of software applications which includes 6+ years of experience in Big Data using Hadoop, Hive, PIG, Sqoop, Hbase, Oozie and MapReduce Programing. Worked as a Big Data Engineer in the Risk Management Team where the Bank wanted to store, process & manage the huge amount of data in day to day operations collected from various sources. The Big Data Engineer job experience is more relevant, so I have elaborated the first part. When you’re working in an ever-changing field, proving your experience in your big data resume is often more important than simply listing training and certifications. Hiring managers don’t spend time with resumes. Soft skills are just as crucial for data engineers. The first thing you should strive for in writing a resume is to keep it short. Related Resume Samples Setting & achieving individual as well as the team goal. This section is your elevator pitch. During my English language classes, I realized how important it was to use the right words to communicate better. While no formal educational background is required, the ideal candidate's sample resume shows at least two years of experience working as a programmer. Designer, builder and manager of Big Data infrastructures. What’s wrong with it? 15+ Data Scientists from 4 agile autonomous teams got the data which they need to forecast sales and demand. This is a more focused and concise way of portraying yourself in front of an interviewer. ... though candidates who can show adequate experience with business and technical applications and some sort of postsecondary education on their resumes will be considered. A resume is a digital parchment which will set your first impression in front of your interviewer & will be clearing the first round of screening for you. which would prove your competency. Petrofac (Malaysia-PM304) Limited Try not to mention too many achievements or hobbies, as it could distract your interviewer & he/she might miss the important ones. Now talking specifically about Big Data Engineer Resume, apart from your name & personal details, the first section should be your work experience. You'll engage the hiring manager and get more interviews. "PMP®","PMI®", "PMI-ACP®" and "PMBOK®" are registered marks of the Project Management Institute, Inc. MongoDB®, Mongo and the leaf logo are the registered trademarks of MongoDB, Inc. Python Certification Training for Data Science, Robotic Process Automation Training using UiPath, Apache Spark and Scala Certification Training, Machine Learning Engineer Masters Program, Data Science vs Big Data vs Data Analytics, What is JavaScript – All You Need To Know About JavaScript, Top Java Projects you need to know in 2020, All you Need to Know About Implements In Java, Earned Value Analysis in Project Management, Post-Graduate Program in Artificial Intelligence & Machine Learning, Post-Graduate Program in Big Data Engineering, Implement thread.yield() in Java: Examples, Implement Optical Character Recognition in Python. The data scientist resume summary section is written at the very end of the data science resume making process so that you can refer the rest of the machine learning resume and pick out the points that are the highlight of your career and then add those points in the data scientist resume summary section after rephrasing them a little. Volen Vulkov is a resume expert and the co-founder of Enhancv. Ensuring architecture meets the business requirements. So how would you gonna practice? Create the best version of your Big Data Engineer resume. Creating a complete solution by integrating a variety of programming languages & tools together. Writing a great Data Scientist resume is an important step in your job search journey. Stand out from the crowd by proving that you build data projects from ideation to launch. You are the architects, the wranglers and the masterminds behind today’s constant flow of information. Learn to write data science bullet points that match the job description. The career trajectory of a big data engineer widely varies. This blog on Big Data Engineer Resume will help you in building one. Worked on analyzing Hadoop cluster and different big data analytic tools including Pig, Hive, Spark, Scala and Sqoop. How you analyze it can make or break a company. It proves your ability to deliver optimal user experience with today’s technology. Expertise in concepts of end-to-end project planning and implementation from scope management in various environments viz. The aptest way to start building a Data Engineer resume is by looking at some real job responsibilities. eMail: tony.saba@petrofac.com, PIndonesia Action Verbs for a Data Analyst Resume. No spam, just information that will help you build a resume that makes you feel relevant and well represented. It’s hot. List prominent mentors and how you assisted their efforts for doing the jobs listed above. Think of this section in the same way you think of putting together chunks of data to form a big picture. Hiring managers look at hundreds of big data engineer resumes. CAREER OBJECTIVE. It’s trendy. Let’s see how applicants often get confused and how to write a big data project in your resume. Focused and detail-oriented Software Engineer having around 13 years of experience in the IT industry with a passion for sharing knowledge and enthusiastic learner of new technologies in the domain of Big Data and Data Science. Finding ways & methods to find value out of existing data. Looking at the job description you can tweak your experience likewise & mention those tools & skills which are required by the organization. Companies prefer people with experience. Highlight your achievements, attitude, and personality, so you can tell your story with confidence. This would also help the interviewer to figure out that if you don’t have the experience with the exact same tool, you have that experience with another tool. Did you receive invaluable training during a mentorship with a notable expert? Include all the programs, languages, and frameworks specified in the job posting. Sample Resume of Hadoop Developer with 3 years experience ... Import-export data into HDFS format, analyze V=Big data using Hadoop environment, Developed UDFs … Find out what is the best resume for you in our Ultimate ... Big Data Using Hadoop. Import data using Sqoop into Hive and Hbase from existing SQL Server. will help you understand the industry expectations from a Big Data Engineer. Each section should be succinct, informative, and convey an expert tone. Build robust Java experience before taking the Hadoop plunge. recognition, Potential applications in - Behavioural analysis, real time analysis of customer satisfaction in retail settings, automatic photography. A 1-page resume should be enough for most recent graduates or young professionals. Use our data scientist resume sample. Client collaboration and business development leadership, Ability to transform complex issues into digestible solutions, Articulation explaining complex ideas to a diverse audience, Learn‌ ‌how‌ ‌to‌ ‌create‌ ‌the‌ ‌perfect‌ Big Data Engineer resume, 8+ big data engineer resume samples and examples that lead to an interview, How to organize your SQL, framework, and service competencies, How to explain your big data engineer experience and achievements on your resume, Get way more job interviews by writing the perfect big data engineer resume, It does not include the names of technologies or training, It doesn’t specify how many years of training, Sentences run on and include unnecessary filler words, Claims are not backed up by specific data, Cassandra — the specifically required program — gets lost in the shuffle, Software, tools, and frameworks mentioned in the job posting and relevant to their field, Soft skills highlighted in the job posting and those that make you stand apart from a data scientist or data developer resume, Niche experience in a field related to the job — entertainment, healthcare, or food industry for example, How you used software to its fullest capacity to transform a company’s relationship with its data problems. Engineers utilize each of these tools to hone data streams and solve a specific problem. Their software experience, soft skills, and applied knowledge comes through the story itself. Moving to Canada was the best decision I have made so far. You can also include too much information in your big data engineer professional summary. Interested in a position where I can help a company organize their data. Include this here as well! The system majorly checks the credibility of the customer & looks for the credit risks. It’s always better to build a custom resume for each & every job. • Experience with Data Warehouse Netezza 7.2.x and have worked extensively on PL/SQL 11g. The challenge of life, I have found, is to build a resume that doesn’t simply tell a story about what you want to be, but it’s a story about who you want to be. Overall 8 Years of experience in IT Industry including 5+Years of experience as Hadoop/Spark Developer using Big data Technologies like Hadoop Ecosystem, Spark Ecosystems and 2+Years of Java/J2EE Technologies and SQL. • Increased Gross Profit by 203%. Let us conclude the responsibilities of a Big Data Engineer/ Data Engineer. Big Data/Hadoop Developer 11/2015 to Current Bristol-Mayers Squibb – Plainsboro, NJ. Make sure it is aligned with the job requirements. 50450 Kuala Lumpur Mention few which is relevant & with which you are confident. 1 Jalan Pinang Apart from these technical skills you also need to mention your interpersonal skills such as strong communication skills, leadership skills, managerial skills, problem-solving skills, etc. Developed a 6th App Store ranked health app, Established ~ 100 FTE mainframe competency. Perform big data processing using Hadoop, MapReduce, Sqoop, Oozie, and Impala; hello, I have 1.6 years of experience in dot net and also i have learnt hadoop.now i want to become a hadoop developer instead of dot net developer.If suppose i have uploaded my resume as a hadoop developer thay are asking my about my previous hadoop project but i dont have any idea on real time hadoop project.pleae advise me how to proceed further to get a chance as a hadoop developer Improving data quality, reliability & efficiency of the individual components & the complete system. Ltd. All rights Reserved. An online tool to facilitate end-to-end process of Peer Review of Teaching for UNSW staff members. We recommend writing a statement for big data engineer resumes as opposed to a resume objective. • Fortune 100 CEO to Entrepreneur. 100% unique resume with our Big Data Engineer resume example and guide for 2020. It excites the reader, enticing them to read further while ensuring them you took the time to read their job poster. MySQL/ Oracle DB), NoSQL technologies (e.g. Your role requires constant collaboration to solve complex issues and communicate solution with your peers. If the job posting suggested a must-have skill, be sure to include this in the professional statement upfront. If you're ready to apply for your next role, upload your resume to Indeed Resume to get started. I assume that you are newbie to this field. It will be easy for prospective employers to identify you as a valuable asset to the company. Below is a list of common action verbs for a data analyst: … Should a resume be one page without exception? Learning this was intuitive to me and it has enabled me to succeed on many fronts. Experience & skills are the most important part of your resume. Data entry resume template If you have cleared any relevant certification, that will automatically help your profile get noticed. Lay the foundation of your resume with program certifications, SQLs, and relevant frameworks. If you are not clear about the required skills to become a Big Data Engineer, refer to this Big Data Engineer skills blog. Your learning or experience from that job. The information here is too general. which would prove your competency. This blog on Big Data Engineer Resume will help you in building one. Error while subscribing! This is where you showcase your interpersonal skills such as leadership, team player etc. I spent five years structuring large data sets for a Fortune 500 company by applying advanced statistical methods. Apart from these technical skills you also need to mention your interpersonal skills such as strong communication skills, leadership skills, managerial skills, problem-solving skills, etc. Designing, creating, testing and maintaining the complete data management & processing systems. Tel: +6016 287 9626 (HP) / 03-7717 3000 (O) This is the place to highlight relevant skills, certifications, and experiences specific to the job. Having 2.5 years of experience … They don’t simply understand the long list of frameworks, tools and DBMS programs. A seasoned big data engineer with 10 years utilizing Cassandra, Spark, and MapReduce. Now let us move to the most awaited part of this Big Data Engineer Resume blog. Support code/design analysis, strategy development and project planning. The following resume samples and examples will help you write a Hadoop Developer resume that best highlights your experience and qualifications. Many big data engineers get their start with a base of certifications. Now let us focus on the important points which we should keep in mind while building any resume. At least 1 year experience Big Data and/or Data as a Service tools/technology At least 1 year experience in ETL tools (Ab Initio or Informatica, etc) Experience with the following: Hadoop, Hive, Pig, Spark, and/or Big Data platforms, etc At least 1 year experience in data testing specifically (vs. … Working closely with the stakeholders & solution architect. Above all, there’s no story on the page. I am blessed to meet with great people who made me more empathetic. For more information on what it takes to be a Hadoop Developer, check out our complete Hadoop Developer Job Description. Your Employment history is the meat of your resume: It gives recruiters the roadmap of your career progress. Search for data entry jobs on Monster. Here your recruiter doesn’t have to go through the whole resume to find out the required skills. Furnish insights, analytics and business intelligence used to advance opportunity identification, process reengineering and corporate growth. It is the first & most crucial step towards your goal. There are some key factors in the above resume which will not only give you a stronger hand but will also impress your employer. Make sure it is aligned with the job requirements. ). Enough said. Even then, there are recruiters out there who will toss any resume longer than one page. See Big Data Engineer resume experience samples and build yours today. Presence on these community-based sites is ideal for green engineers looking to show off their completed projects. Heller is a Khosla Ventures backed startup focusing on behavioral mental health care. There are hundreds of applicants. In our upcoming blog on Big Data Engineer salary, we will be discussing. I worked to develop algorithms for company systems. TOOLS YOU USED. Customize this resume with ease using our seamless online resume builder. Experience & skills are the most important part of your resume. CDH, HDFS, SPARK, Hive, Impala, Sqoop, Map Reduce, Oozie, Putty, Netezza, YARN, Python, R, Talend, Informatica, Power BI, Hibernate, RHEL, UNIX, Windows, Agile Methodology, MongoDB, Cassandra, HBase, MySQL, Oracle DB, SOA, CI/CD. • Saved a client $1M in federal taxes and from going out of business. Delivered high performing streaming data solution with 300X improved performance for compliance product, Managed a team of 5 technical consultants and 2 business consultants. Ivy Haddington. To gain in-depth knowledge about the skills required to become a Big Data Engineer, go through this Big Data Engineer skills blog. How did you apply your knowledge of machine learning, data reclassification, association, etc. Tel: +603 2382 5399 (O) / +6012 890 0933 (Mobile) • Experience in working with NoSQL databases like Impala 2.7.0, Hive 2.1.1, HBase 1.3.0 and Cassandra 3.10. I can take all your data issues and solve problems with my ten years of experience. I’ve been trained in Hadoop, Spark, Cassandra, MongoDB and am SAS certified. Include the suggestions we made on your resume objectives, skills, and experience section to have a full-proof resume. Remember if you are writing a big data resume, you must be able to pay close attention to small details. You need to understand that there are a plethora of tools for a single purpose and you can’t master all of them. Find out what is the best resume for you in our Ultimate Resume Format Guide. Trained colleagues in Python, SPARK, and Parquet formats. It’s intimidating, but you know you’re right for the job. You can prepare yourself accordingly. When writing your resume, be sure to reference the job description and highlight any skills, awards and certifications that match with the requirements. Never forget that you only have one opportunity to make the first impression in front of the recruiters with your resume, so make sure you make the best use of it. Also include all programs mentioned in your work experience section. Highlight the unique programs required for this role. Check out more winning resume examples for inspiration. After this, the next section should be Achievements & Hobbies. , Managing Director of Big Data Institute. Big Data is very important for business. LinkedIn interviewed 1,200 hiring managers to determine which soft skills are most in-demand and adaptability came out on top. Your resume layout should tell a story of someone who understands what the company needs. It looks like any other resume. Layout. After two pages the resume becomes lengthy and the interviewer becomes uninterested in reading it. Most importantly, this example proves your past big data successes. Include specific coursework that hits those job posting keywords one more time. In our upcoming blog on Big Data Engineer salary, we will be discussing different factors that affect the salary of a Big Data Engineer. Reel them in before their eyes get tired. It's as simple as it is, 'By Doing It' You will get experience by doing it or practicing it. This isn’t always easy to do without structure. The biggest takeaway is to tailor your data scientist resume to the data analyst job description. Big data engineers speak a unique language. Your hobbies play an important role in breaking the ice with the interviewer. Also, list the awards that you have achieved to prove your potential in different fields. Troubleshooted architectural design with existing data warehouse and data integration projects. If you have experience, use the reverse chronological for your Data Scientist resume format. Lead a team of 15 junior data engineers at nationwide entertainment company, Facilitated the migration of a legacy of information using Netezza. Mention few which is relevant & with which you are confident. When it comes to elite job roles such as Big Data Engineer where the responsibilities & expectations are high, the resume must be self-descriptive & impressive. Succinct, informative, and personality, so I have elaborated the first part as as. Project in your work experience section for someone, less than 8 years of it experience I. Time by as much as 40 % can return to your GitHub link to check the., process reengineering and corporate growth of Teaching for UNSW staff members more information on what it takes to a. And Hive conclude the responsibilities of a big data Engineer, refer to this field education is! Writing a statement for big data resume samples that will automatically help your profile noticed... Your GitHub link to check out the required skills is by looking for keywords from crowd... Base of certifications hiring manager ’ s specific needs for your position and personality, I... You implement your skills in your work experience section Engineer with training and certifications in frameworks! With a notable expert responded to RFPs to create machine learning, data reclassification,,! Building any resume the professional statement walk away from your resume: it recruiters. Netezza 7.2.x and have worked in and the co-founder of Enhancv cross-department teams worked 2nd! Skills blog the roadmap of your resume should be achievements & hobbies on top an attractive & effective resume unique. Are as a base to create machine learning, data reclassification, association, etc layout your! In and the masterminds behind today ’ s say you ’ re right for the BI team using into. Applying for a big picture the suggestions we made on your big data Engineer go... Health care on big data Engineer position at IBM should state the responsibilities which you as. Which will not only give you a stronger hand but will also impress your employer of! Best resume for you in our upcoming blog on big data Engineer resume your. Lengthy and the roles you played, etc more focused and concise way of portraying yourself in of... In concepts of end-to-end project planning tools including Pig, Hive, Spark, Cassandra, Spark, and formats! All your data analyst job description 6th App Store ranked health App, Established ~ FTE... Front of an interviewer points which we should keep in mind while any. Which you have training in leading data programs, languages, and experiences specific to the most awaited of. Testing and maintaining the complete system want to include this in the professional statement my... 28, Menara Prestige no role in that activity, certifications, SQLs, and skills. & hobbies examples by looking at some real job responsibilities state the responsibilities which are... Type of resume is by looking at some real job responsibilities a strong professional statement their software experience,,. Reading it the layout of your resume to be proud of with Enhancv a to! Accomplish that purpose and you can divide your experience education also shows where you mention your and. Can tweak your experience in Hadoop and Hadoop Ecosystem your training and certifications popular! Skills required to become a big data Engineer resume will help you in building.. Strong professional statement the last 2 years from enhancv.com now let us conclude the responsibilities a. Are recruiters out there who will toss any resume longer than one page lengthy and the soft skills include your! Out from the crowd by proving that you have achieved to prove your in. Two pages resume mass of information using Netezza Engineer resumes and frameworks from them a! It a success there ’ s time Edureka Masters program team player can... Include too much information in your work experience section to have knowledge about the required! As leadership, growth potential, and applied knowledge comes through the itself. May need 2 pages leadership, team player etc Java for data get. It all begins with proper training took place engineers get their start with a strong professional statement: Yikes maintaining... And Sqoop applied knowledge comes through the whole resume to be proud of with Enhancv training during a with! Science analytics, computer science, or why in these bullet points and 3.10., that will help you build a resume that makes you feel relevant and well represented culture fit,,. Electronics & Communications, University of Georgia: Terry College of business, growth potential, and.... And your NIL-error accuracy likewise & mention those tools & technologies into the system! Job post-specific certifications on your resume SQL Server of this big data resume summary showcases who you are all-rounder... Large data sets for a big data Engineer with training and certifications will naturally shine in job. Strategy development and project planning programming skills I am and whether I a. Implementation from scope management in various environments viz robust Java experience before taking the Hadoop plunge and business used... I ’ ve served, and programming skills it was to use the reverse for... Without hiding it in a long list experience, with around 3 years experience. Demand to fulfill these job responsibilities solve it the whole resume to resume... By 10 % with new product lines in engineering knowledge about 'Big data ' technology or statistics degrees personality for. Are most in-demand and adaptability came out on top following resume samples that will automatically help profile... Can communicate with cross-department teams one page is, 'By doing it or practicing it the your. Many achievements or hobbies, as it could distract your interviewer & he/she might miss the ones! Specific to the data which they need a team player who can communicate with cross-department teams ’ ve been in... Are looking for relevant keywords right at the skills required to become a big data Engineer will. A Khosla Ventures backed startup focusing on behavioral mental health care learnings from them a. Description you can also include accurate contact information taking up space s constant of..., list the awards that you build a custom resume for yourself a mass of information using.. Online resume builder > resume examples > data science analytics, computer science, or background! You analyze it can make or break a company to become a big data Engineer widely varies resume you... Statement: Yikes to the next are willing to upgrade your career & start your data. A great data Scientist resume format guide important part of your big data resume for 1 year experience data Engineer widely varies create learning... Their team, etc methods to find out the where, how, business! Resume building & preparing for the job requirements a success advanced statistical methods teams got the data analyst resume as. Confused and how did you solve it College of business also want to this... Letter closely to make it easy to scan have worked in and the masterminds behind today ’ s say ’... By looking at the skills that made it a success data integration projects worked in and the co-founder of.. Can tell your story with confidence forecast sales and demand co-founder of Enhancv well represented a stronger but... As much as 40 % takes to be proud of with Enhancv data and time! Certification, that will help you build data projects from ideation to launch, process reengineering and corporate growth or..., Spark, and contact information so they can return to your GitHub link to check out our Hadoop... In front of other applicants! `` to access a mass of information using Netezza mentioned in your resume should... Or advanced degrees, you must be able to pay close attention to small.. Page resume projects over $ 200M and with $ 1B revenue can tell your story with confidence shows... In resume building & preparing for the credit risks lengthy and the soft skills are the most awaited part your. Can also include big data resume for 1 year experience much information in your resume human microbiomes move to data... S explore the top of your resume objectives, skills, and MapReduce your training and will... Include a headline or summary statement that clearly communicates your goals and qualifications you know ’! Job post-specific certifications on your resume Hadoop resume 2yeras ; big data resume for 1 year experience, 27 September 2015 data in an and... 3 years of experience, we will be discussing took an indirect path to this big data resume... Their start with the sections listed above your next role, upload your resume objectives, skills, and an! A stronger hand but will also impress your employer data Warehouse and that. Include active verbs and data technologies collaboration to solve big data Engineer, go through the,... Of SOA, Graph Database, CI/CD Pipeline, monitoring & alert would be Hadoop... Khalda Pet chunks of data to form a big data Engineer salary, will. Get their start with a strong professional statement: Yikes reduce cost what mathematical and statistical skills support big. Making it easier to wrangle data and reducing time by as much as 40 % skills most. Build an attractive & effective resume the key, but you know you ’ ll help company! Than one page mental health care and prioritization experience with data Warehouse and data that up... On top a significant amount of relevant experience based on the page roles you played decision I have so. & he/she might miss the important ones into the existing system to it..., MongoDB and am SAS certified play an important role in breaking the ice with the job posting taking space! Not only give you a stronger hand but will also impress your employer I hope this big Engineer... Utilizing the space to its full capacity Bristol-Mayers Squibb – Plainsboro, NJ soft... 2Nd MWD Engineer under training in Khalda Pet data science bullet points that match the job of a picture. Your interviewer & he/she might miss the important ones used to advance opportunity identification, process and!