25 Dec

python pandas resume sample

Working knowledge of functional and non-functional software testing, the software test life cycle, Bug tracking tools (TestRail or Bugzilla, etc.,), Partnership with Front Office while developing new applications, Close collaboration with a number of teams including Trading, Sales, Quantitative Research, as well as other technology teams, Disciplined approach to code management, testing and deployment practices and high quality delivery, Business knowledge of simple derivative products (vanilla options, variance swaps, strategies involving vanillas): how these are used, how to price them, how to evaluate risk exposure using Greeks, Ability to work effectively within a global team (spread across NA, EMEA, APAC etc.) A post-graduation and work experience will act as an added advantage. If you wish to upskill and prepare further, you can enrol with Great Learning’s PG program in Artificial Intelligence and Machine Learning. Pandas Basics Pandas DataFrames. 1.8x), Good grasp of data structure fundamentals and common types, Experience with programing defensively to runtime failures and security lapses, Plans development and manages time carefully, Experience using Git for revision control, Experience working/developing in an Agile/Scrum environment, Ability to perform basic Linux administration tasks, Well versed in browser abstracting JavaScript libraries like jQuery, Angular.js, etc, Experience with a modern CSS framework like Bootstrap, Ability to task and plan stories with estimates during sprint cycles, Experience with developing in Perl, cgi web environment, Experience with Graph Oriented Database a strong plus, Experience with Neo4j (server) and Cypher (query language) a strong plus, Experience with Tomcat and other middleware servers, Proficiency administering Linux-based systems, Working knowledge of administering relational databases like MySQL or PostgreSQL, Experience working with modern version control systems such as Git, Experience with Linux scripting (Bash, Python, Php), Experience with Web hosting (apache or nginx), Scripting or coding in any one of the following – VBScript, JavaScript, Groovy Script, Java, Dot NET etc, Proficient in writing SQL queries and executing SQL queries to perform Backend Testing, Test execution – test case building, assertion building, etc, Four+ years of hands-on programming experience in Python, Three+ years of ETL experience with Big Data Technologies (including but not limited to Mapreduce, Hive, Pig, Flume, Sqoop, Oozie, Kafka, Spark), Well versed in software and data design patterns, Seven+ years of relevant software development experience, 5+ years of QA experience testing web sites, eCommerce sites, or APIs, Strong knowledge of SQL (SQLServer) and Python Scripting, Experience working as part of an Agile team (Scrum, Kanban or related), Position responsible for driving adoption of quality engineering services, Requires extensive knowledge of analysis techniques, open source agile testing frameworks, BDD/TDD practices, Position requires hands on to drive quality automation, strong testing practices and self- service culture, Drive test automation, quality engineering including secure applications, web services, API testing, Position requires to design, build and maintain test automation systems, Require to develop and maintain test scripts complaint with updated specifications, Review the validation plan to certify quality standards, Defect management, Test Coverage management, Test Process improvement, Manage the schedule and delivery as planned, Keep abreast of new and developing technologies and strive to apply them to the job, Bachelor's degree in Information Systems, Information Technology, Computer Science or Engineering or equivalent work experience, Personal attributes are strong logical and analytical skills, should be able to articulate his/her thoughts very clearly and precisely in English (written and verbal), Experience of XML, Web Services, Scripting languages such as python, java scripts, Expertise in information security protocols like 3DES, Public Key cryptography, hashing algorithms, Must be high-energy, detail-oriented, pro-active and have the ability to function under pressure in an independent environment, Must provide the necessary skills to have a high degree of initiative and self-motivation to drive results, All aspects of the System Test Life Cycle, Hands on experience of working with tools like JBehave, Jenkins, Bamboo, Confluence, JIRA, Knowledge of cloud computing architecture, Deep experience with the specification, development, validation, and deployment of automated test platforms such as the Robot Framework, Experience in testing complex IT solutions, Experience in Linux and Linux shell scripting, Experience in at least one popular scripting language such as Python, Knowledge of standard internet technologies such as PHP, Java, XML, TCP/IP, HTTP/S, Experience with tools such as Subversion, and Jira, Understanding of current Software Quality techniques, and software industry standards, Good verbal (including presentation) and written communication skills, Ability to work effectively on project teams, both local and remote, 25% - Understand functional and technical designs created by Sr or Lead Software Engineers, 75% - Work on simple to medium complexity requirements and system design - Develop, compile and commit code for deployment - Write and execute unit test cases, Strong communication, decision-making and problem-solving skills, Ability to maintain a high level of attention to detail while self-managing assigned tasks and projects, Display the ability to work independently with minimal direction, Must successfully complete any required training or orientation courses, Design, implement and coordinate the delivery of high quality, resilient, strategic solutions for Equities and FICC trade processing, trader workflows, risk management and reporting, Collaborate with engineers across regions and lines of business to ensure consistent solutions across regions, trading asset classes and businesses that leverage Athena platform, Develop in Python, using in-house built next generation Athena platform, We are looking for strong technical leaders who, Are eager for opportunities to mentor and teach, Thrive in an autonomous, high energy environment, Enjoy pairing with team members to produce innovative solutions, Care about efficient code, beautiful algorithms, fearless refactoring, and iterative development, Developing web-based tools using the Python Flask web application framework, Developing data translation software between datastores (ETL), Troubleshooting availability of services and systems, and restoring them to normal operation, Working with open source and commercial software platforms to implement requested services and systems for the CTU team, Architect and develop solutions that will run within a cloud environment and leverage the native services of the respective cloud provider, Leverage knowledge of reverse engineering and PCAP (network trace) analysis to build tools and systems to support CTU requirements, Manage or utilize software that is built and implemented as a product, using best-in-class development process/lifecycle management, Drive idea generation for new software products, or for the next version of an existing product, Work with the team to develop, maintain, and communicate current development schedules, timelines and development status, Review requirements, specifications and designs to assure product quality; develops and implement plans and tests for product quality, scalability, performance assurance, Worked in Fixed Income Derivatives and have a solid understand of the end to end flow, Will have good understanding of Counterparty Metrics, Managed big programs, hands on and handle multiple projects, Experienced working with multiple technical teams and stakeholders, Self-sufficient, confident and with a proven track record of delivery, escalate when escalation is required, Strong Technical knowledge including past coding experience will be a plus, Participate or lead project planning sessions with Portfolios Managers, business analysts, and team members to analyze/translate business IT requirements, 5+ Years of experience in Python/C++/Java, Intermediate level knowledge of Excel/VBA development, Good/Clear communication skills (both written and verbal), Ability to work both independently, taking clear ownership for delivery, and as part of a team. We will be covering the following topics and also looking at a python developer resume sample. Steering rapid model creation in Python using Pandas, NumPy, SciKit-Learn & … linear regression, statistical significance, correlation, etc. while influencing and contributing towards the development of the global platform, Ability to stay calm under pressure and work with a team, Good communication skills especially when describing problems and explaining solutions, Bachelor or MSc degree in Software Engineering, Experience in algorithmic optimization techniques, Experience in agile methodologies and understanding of software development lifecycle, Ability to learn fast and solve technical issues, Development of applications’ frontend and backend, Designing & improving solutions architecture, Participation in requirements elicitation, communication with end customers, Participate in development of analytic components in industrial intelligent systems for anomaly detection, predictive analytics, forecasting, signal processing, Research, design, and implement algorithms that power knowledge inference and online recommendations, Dive into huge, noisy, and complex real-world behavioral data to produce innovative analysis and new types of predictive models of engineering behaviors and manufacturing processes performance, Explore the untapped potential of big data for design, engineering and analysis tasks and devise revolutionary approaches, Advance the state-of-the-art in the field, including generating patents and publications in top journals and conferences, Apply deep learning techniques to large-scale, real-world problems, Fast prototyping, feasibility studies, specification and implementation of data analysis product components, Working with customers to understand algorithm requirements and deliver high-quality solutions, Given a business need, performs definition of GRC solution requirements, Performs development and deployment of GRC software solutions per design specification, Performs in technology selections that impact GRC solutions, Performs technology integrations with GRC solution frameworks, Performs software development and source control guidelines and templates, Performs in solution requirements and design specifications, Performs secure coding practices and methodology, Performs consulting with customers, business owners, and stakeholders, Performs in review and testing of GRC applications, Performs in the mentoring of technical personnel on GRC software solutions, Application code migration and deployment, Security theory and technical controls development, Security engineering tasks, techniques, and tools, Security operations and administration tasks, and tools, Proven and strong critical thinking skills, Proven consensus building and negotiation skills for coordination with multiple teams, Effective written and oral communication skill, 5-7 years of applicable work experience is needed for a qualified applicant, Web application programming (Perl, Python, JavaScript, HTML, CSS), Web services application programming (SOAP/REST), MySQL\MSSQL programming, including stored procedures, ODBC, and other client database technologies, Networking basics including knowledge of Active Directory, TCP/IP, and related concepts. MongoDB, Cassandra, Redis, ElasticSearch), Experience with one or more Message Queue technologies (ActiveMQ, RabbitMQ, ZeroMQ, Redis), High level of competency in continuous integration and continuous deployments (any technology), Strong development and engineering principles, including: code coverage, Code readabilitydocumentationunderstanding of revision control systems (git), Proficiency in Linux systems and administration, Established history in an open source project, Understanding or experience with OpenStack or other virtualization technologies, Lead a team of developers to create robust, intuitive tools to streamline the Data Operations Team’s workflows, Advocating software development best practices and ensuring software produced by your team is very high quality, Leadership within the Agile Scrum development methodology, Working closely with cross-team stakeholders to ensure that RCP resources are utilized efficiency to meet all needs, Participating in engineering practices workgroup, leading team design discussions and overseeing reviews, Providing career development guidance and performance feedback to team members, 5+ years of full stack tools development using a subset of HTML, CSS, JS, Python, Ruby, MySQL, Postgres, Redis, memcached, Restful API, Web Services, JSON, Rails, Django, AWS – S3/EC2, 2+ years of leading, shaping, and growing software or research teams, Education: Bachelor's Degree in Computer Science or equivalent. will provide an edge, Knowledge of Object Oriented Programming language like Java or C++, Fortran, OpenMP, and MPI desirable, Combine REST APIs with HTML, CSS, and JavaScript knowledge to create a responsive user experience, Deliver reusable, testable, and efficient solutions, You will be working with jQuery, Python, Django, MongoDb, PosgreSQL, memcache and nginx, Provide day to day technical oversight of team. Pandas is a high-level data manipulation tool developed by Wes McKinney. Rather than giving a theoretical introduction to the millions of features Pandas has, we will be going in using 2 examples: 1) Data from the Hubble Space Telescope. Because it’s one of the most in-demand jobs around today. Let us take a look at a few tips to see how should you approach writing your resume. Whether in finance, scientific fields, or data science, a familiarity with Pandas is essential. Know More, © 2020 Great Learning All rights reserved. Python Developer Resume Samples and examples of curated bullet points for your resume to help you get an interview. 2+ years of experience in implementing Object-Oriented Python, Hash Tables (Dictionaries) and Multi threading. For lot operators, it allows us to provide actionable intelligence about the status of their business. Just "Data analysis using python and pandas" seems to mostly cover it. In case the recruiter decides to contact you based on your resume of Python, you don’t want them to search through the whole resume. Performed cleansing operation on data generated from web logs with automated scripts in Python. ), 7+ years in a computer science field with a BA/BS degree in Computer Science or related technical field or 4+ years in the computer science field with an MS degree in a computer science or related tech field, Experience with Unix or GNU/Linux systems including shell or Python scripting, Experience with relational databases including SQL queries, database definition, and schema design, Experience with frontend and backend server development, Experience with Android app, framework, and platform development, Experience with cloud and web technologies and/or distributed system development, Understanding of fundamental computing concepts including data structures and algorithms (including trees, graphs, file formats, algorithmic complexity), Experience with data security and encryption techniques, Strong oral and written communication skills, including the ability to communicate complex findings in a structured and clear manner to a non-technical audience, Familiarity with non-relational data storage systems (NoSQL and distributed database management systems), Experience with building data visualizations for complex business applications (Tableau, Data Studio, Power BI, etc), Front Office Technology (FX) and software development, testing, deployment, and support of Pricing & Risk management applications using agile methodologies, Building out the Sales/Trader cockpit for FX to ensure compliance with MiFID II pre-trade regulations, Integration work with upstream systems executing trades into FX BAML infrastructure, as well as compulsory enhancements to meet MiFID II Pre-Trade and Post-Trade reporting requirements, Liaising with Regulatory and Trading COO team to understand requirements, create development plans, and implement changes across the FX technology stack, Function as part of a as part of a high performance team, working on high priority deliverables, Communicate effectively with various stakeholders across Technology and Trading, Compliance, Supervision, Risk, Operations, and other support partners, Well-founded experience in coding languages (examples include, but are not limited to, HTML5, Spark, Python, C++, Java, C#, .Net, Perl, and Scala), Superior interpersonal skills with ability to multi-task, prioritize, and operate in a high-pressure Front Office Trading environment, Ability to design programmes of work, to manage tasks, to manage team members, and to deliver outstanding results, Perform unit and regression testing of code for major development releases, Expert in the following computer languages and scripting/markup: HTML5, XML, JavaScript, JQuery, AJAX, ideally expert in, but at minimum working knowledge of PYTHON, Ability to quickly translate and navigate through new code from different development styles, Ability to work in an Agile-like development environment, Fluency in conversational English when interacting with native English speakers. for applications that drive the distributed cluster processing, Collaborate closely with analytics and platform engineers on features development and performance optimization, Collaborate with data scientists and practitioners to ensure product usability, Build platform-quality code that’s well tested and reusable, Simplify complex user flows for analytical and administrative apps, Drive the development and support of key features of the platform front-ends throughout its life cycle, from conception to support and enhancement, Adhere to Teradata’s guidelines and design constraints for building reusable and extensible features that utilizes other Teradata shared services, Experience in developing and design of Python packages, Experience in C++ and object oriented programming, Testing suite experience (Unit tests, Usability tests, etc), Ability to conceptualize, design and implement new products, Effective communication and presentation skills, Ability to prioritize and work on multiple projects, BS/MS/PhD degree in computer science/engineering preferred, 3+ years of relevant industry or research experience preferred, Experience in programming for distributed applications a plus, Background of delivering software in a front office environment, Experience of working on multiple projects simultaneously, In depth working knowledge in at least 2 of the following: Python, Excel/VBA , Web development (HTML5/JS + associated components eg angular, node, etc. Hands on experience in data processing automation using Python. Instead of starting with a blank piece of (digital) paper, your resume creation process should begin by looking to quality examples. Typical responsibilities included in a Python Developer resume examples are writing code, implementing Python applications, ensuring data security and protection, and identifying data storage solutions. Extensive knowledge in Python, JAVA, MYSQL, Oracle UNIX and Linux. S/he is responsible for developing, deploying, and debugging a project. Python Developer Sample Resume . You can use random_state for reproducibility.. Parameters n int, optional. Sr. Data Engineer / Python Spark Developer Resume Charlotte, NC. Industrial and Systems Engineering graduate, certified Base SAS Programmer and a Lean Six Sigma Green Belt with strong background in statistics, mathematics and logical problem solving looking for a dynamic opportunity in data driven fields of analytics and … ), Proficiency with at least one major relational database platform (Oracle, MSSQL, MySQL, Sybase, etc. Start learning Python from the very basics, such as the syntax, key-words, functions and classes, data types, basic coding, and exception handling. Issac Bogan. Being able to understand business processes and communicate effectively is an integral part of the role as a lead on the team, The team currently works a number of open technologies, including multiple HTTP APIs written in Python web frameworks which interact with NoSQL databases, Message Queue technologies, and Atom/RSS feeds, 6+ years of experience in software development or engineering with at least 3 years of Python experience, Experience with one or more major Python web frameworks, Proficient in HTTP web services and RESTful software design, Experience with one or more NoSQL databases (e.g. Now next step is to create a GUI through which the user can interact with the above program. - Select from thousands of pre-written bullet points. Data Analyst Resume Example Resume Score: 90%. Pandas random sample will also work . With a strong presence across the globe, we have empowered 10,000+ learners from over 50 countries in achieving positive outcomes for their careers. Data Science Resume Example 2: Data Visualization & Predictive Analytics. So, while importing pandas, import numpy as well. Deep Learning Resume Sample 4.6. In this SciPy tutorial, you will be learning how to make use of this library along with a few functions and their examples. JPMC’s Athena, Bank of America’s Quartz) highly desirable, Knowledge of C++, Fortran, OpenMP, and MPI desirable, Implement and test modifications to existing application modules in accordance with application support and industry standard, Strong teamwork skills and ability to work independently, 3+ years of overall software development experience. 1 5-7 years, Governance, Risk, Compliance Software: Archer GRC, MVC/MVVM JavaScript framework Programming, Threat modeling & Analysis in large environments, Familiarity with Vulnerability scanning tools, Work collaboratively in a team with innovative people, sharing your ideas to solve real business problems, Develop new software within complex, enterprise environments using the technologies they know today but interested in learning about new technologies, Working in an Agile Methodology environment (Scrum, Test Driven Development, Continuous Integration, etc. There is no use of bucketing and bolding in the points of data scientist resume example 1, which help in increasing the readability of the content. Python Pandas Tutorial: A Complete Introduction for Beginners. The library pandas are written in C. So, we don't get any problem with speed. It provides high-performance, easy-to-use structures, and data analysis tools. For the end user it allows us to guide them to the locations where they’re most likely to find parking. Create and maintain technical documentation, Contribute to the group’s knowledge base by finding new and valuable ways to approach problems and projects, Deliver high-quality results under tight deadlines, Experience manipulating and summarizing large quantities of data, Knowledge of the consumer lending lifecycle, including loan origination, sale/servicing, default management/loss mitigation, Degree in computer science or a numerate subject (e.g. In this PyQt5 tutorial of Python, we will learn a Python binding of Qt, which is a cross-platform GUI toolkit. 4 min read. Summary. ), General hacker (i.e. creative), tool builder, and self-learning/motivated, Generally understands both trading/production and research workflows and requirements, Develop low-overhead instrumentation to gather performance data from critical application infrastructure, Optimize system agent behavior for memory, network, and processor utilization, Ensure high quality components through good development practices, including design and peer code reviews, and unit testing, Write robust, readable code that will run on thousands of customer machines, Deep understanding of Python internals, including code profiling techniques, Detailed knowledge of the Python web ecosystem, understanding how the most popular libraries are used, Solid understanding of Python’s concurrency model, Experience writing performant web applications in at least two server-side languages, B.Sc. Pandas is an open-source library that is built on top of NumPy library. Senior Python Engineer. In this project, we are going to make an application that can calculate your chances of winning the lottery given some of the lottery rules such as number of balls one can choose, number of total balls available in the game and so on. Pandas sample () is used to generate a sample random row or column from the function caller data frame. ATS-friendly Python developer resume template. Great Learning is an ed-tech company that offers impactful and industry-relevant programs in high-growth areas. Download Now! Import pandas package. MS or PhD a plus, At least 2+ years of experience developing large scale distributed software systems, Strong object-oriented analysis and design skills, Experience with Natural Language Processing and Machine Learning is a plus, Experience with Big Data storage is a plus (Hadoop, etc. All deep learning resume samples have been written by expert recruiters. Most of our work is in Python, Have an advanced degree in a mathematical, computer science or engineering field, Understand optimizing code processes and functions, Be able to work with a team of like-minded high-caliber developers, Understand the concept and benefits of firm-wide open source repositories, Significant development experience on the Athena platform, preferably with exposure to some of the following, Strong software and business systems design, analysis, development and problem-solving skills, Experience with interoperation between Python and other platforms, including Java, Work closely with other BI engineers, BI analysts, and business stakeholders to understand and plan technical requirements for BI projects, Learn quickly and deeply about Livestream’s software platform, desktop and mobile applications, and hardware products, Contribute software designs, code, tooling, testing, and operational support to a multi-terabyte BI data platform, Collaborative work: iterative development, design and code review sessions, At least two years' work experience with both Python and SQL, Proficient with modern source control systems, especially Git, Experience working with non-technical business stakeholders on technical projects, Celery or other distributed, Python-based task processing systems, Redshift, Vertica, CitusDB, or other distributed columnar-store databases, Salesforce or Marketo, either administration or application development, Experience with Segment.io, Mixpanel, Keen.io, or similar event tracking systems, Experience with any distributed map/reduce framework, Working with the global team in developing the strategic core infrastructure used to model the index strategies (whether algorithmic or client driven), Sourcing underlying reference and fundamentals data used to model the signals and back test strategies, Build and deliver reporting content (e.g. ), scripting (unix/shell, python, etc. Download Now! A video of this tutorial is available below. There are a few things you’ll need to get started with this tutorial. Initialize a List for index of DataFrame. ), Unit tests (Unittest in Python, Gtest in C/C++), Version control (Git), Bugtracking, workflows, Develop (features, bugfixes, tests, etc.) Even though we’re small, we recognize that the rest of the engineering team are ultimately the customers of the individuals responsible for deployment and infrastructure. Initialize a List for column name of DataFrame. Make sure you use right keywords and beef up your skills cloud to pass any automated filters. in Computer Science with at least 4-6 years relevant experiences, Experience with a variety of scripting languages, especially Python, Experience with SQL and NoSQL databases, especially Cassandra, Experience on UNIX operating systems, especially Linux, Demonstrated experience building RESTful APIs, Strong coding practices, including conducting peer code reviews, developing unit tests, documentation and experience with agile methods, Experience designing, developing, and testing for performance, scalability and availability, Ability to understand and translate production requirements to long-term solutions that will serve multiple productions and locations, 2+ years experience in the computer animation industry, Experience with programming languages (Scala, Java, Erlang), Experience with concurrency frameworks such as Akka and RxJava, Experience with other SQL and No SQL databases: PostgreSQL, CouchDB, Riak, elasticsearch, and Solr), Familiarity with message passing technology such as AMQP and ZeroMQ, Demonstrated experience using Javascript MVC frameworks to build end user web applications, Familiarity with cloud management systems such as OpenShift and OpenStack, Experience of designing for high volume, low latency environments, Experience of a continuous deployment environment, Experience of Investment Banking, FX products and the FX lifecycle, Experience of troubleshooting production issues and supporting a production environment in a Level 3 capacity, Implement solutions and best practices spanning across Java/J2EE, Databases, and Reporting platforms, Very strong technologist with broad experience in delivering enterprise solutions using Java/J2EE technologies, Deep experience in building high performance teams.

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