Assignment #1: Tech Jobs (Console Edition)


Congratulations! Based on your hard work and strong coding skills, you have been brought on as an apprentice to the LaunchCode Tech Team. You will be paired with a mentor to help you get comfortable and continue learning.

The Company Team at LaunchCode works with employer partners to match qualified programmers with apprenticeships. They asked for a new tool to be built to help them easily manage data for currently available jobs. Over the next few weeks, you will help them build this application alongside mentors from the Tech Team.

This first project will be a simple proof-of-concept prototype. It won’t be pretty or have lots of features, but it will give you a chance to work through some initial concepts and get feedback from LaunchCode staff.

Your mentor on this project is Blake.

LaunchCode mentor Blake.

Your LaunchCode mentor, Blake.

Learning Objectives

In this project, you will show that you can:

  1. Read and understand code written by others.
  2. Use core C# syntax (methods, variables, loops, conditionals).
  3. Utilize List and Dictionary collection types.
  4. Work with console I/O via the Console class.
  5. Work with data types and arrays.

TechJobs (Console Edition)

The app you must help design is a simple console (i.e. command-line) prototype of the new TechJobs app. It will allow LaunchCode staff to browse and search listings of open jobs by employer partners.

The prototype process gives everybody a chance to work out some initial ideas without investing a ton of time into developing a finished product. Once everybody likes the prototype, the Tech Team will begin work on a full-fledged application.

Your Assignment

Blake created a console application and started to fill in some features. His code allows users to search job listings by one of several fields. It can also display lists of all of the values of a given field in the system (e.g. all employers, or all locations).

Blake has now handed the task off to you. You must add a couple of features and then get feedback from the Company Team.

After you work through the tasks Blake has laid out for you, tackle one or more of the bonus missions.

Getting Started

  1. Visit the repository page for this project and fork the repository to create a copy under your own GitHub account.
  2. Open Visual Studio and follow the Cloning a C# Project instructions for your operating system.

Before diving in and starting to code, make sure you understand what the code you’ve been given does. Since you’re starting with a functioning—albeit unfinished—program, go ahead and run it to get an idea of how it works.


The application will run until you force it to quit, re-prompting time after time. To kill it, enter ctrl+C in the terminal or use the square stop icon in the vicinity of the triangle run icon. We’ll learn precisely how the program manages to work this way below.

Let’s explore the code by starting with the source of the data our program is providing access to.


What follows is a deep-dive into the functionality of this codebase. In future assignments, you should plan to do your own exploration of the starter code.

The Data File: jobs_data.csv

Our simple app doesn’t connect to a database. If the prototype proves useful and we continue development, we’ll add that functionality later. But for now, we’ve been given a CSV (comma-separated values) file from the Company Team at LaunchCode that contains some recent job openings. This file was exported from an Excel spreadsheet into this format, which is easy for programs to read in.

If CSV files are new to you, don’t worry. CSV files are conceptually similar to simple spreadsheets in that data is organized in rows and columns. The major differences are that we can’t carry out calculations in a CSV the way that we can with a spreadsheet, but we can easily open, read, and edit CSV files in plain text editors.

Open up jobs_data.csv. You’ll see that the first line is:

name,employer,location,position type,core competency

While it isn’t required, the first line of a CSV file often represents the column names. We have 5 names here, which indicates that each of our rows in the CSV file should have 5 fields. In this file format, a row corresponds to a new line. So each line below the first will constitute a row of data, or a record.

Have a look at the data below line 1, and ask yourself the following questions:

  1. Which fields match up with which column names above?
  2. Why do some lines/rows (e.g. line 10) have more commas than others, if commas are supposed to separate columns?
  3. What role do the double-quotes play on lines 10 and 79?

The Program Class

The Program class contains the Main method that will drive our program’s functionality. It contains three methods:

  1. Main - The main application runner.
  2. GetUserSelection - A utility method that displays a menu of choices and returns the user’s selection.
  3. PrintJobs - This is meant to print a list of jobs to the console in a nicely formatted manner, but hasn’t been implemented yet. This will be part of your job.

Let’s look at each of these.

The Main Method

The logic within Main presents menus in turn and based on the user’s choice, takes appropriate action.

It begins by declaring two local variables: columnChoices and actionChoices. These contain information relating to the menus that we’ll display, and we’ll look at them in more detail later.

Next, we notice a while loop that starts while (true). While we usually want to avoid creating infinite loops, we have a good reason for doing so in this case! We want our application to continually run until the user decides they want to quit. The simplest way to do this is to loop forever. When the user wants to quit, they can kill our program by pressing ctrl+C (a widely-known command to kill a console application).

The Main method can be summarized as follows:

  1. Present the user with choices on how to view data: list or search.
  2. Based on that choice, prompt them for the column to apply the choice to. In the case of a search, we also ask for a search term.
  3. Carry out the request to the JobData class via one of its public methods.
  4. Display the results of the request.
  5. Repeat.

Main simulates a query to an external data source:

  1. We ask the method for data that originates from a non-C# source.
  2. The method parses and filters that data.
  3. The method presents the data in a useful manner.

The GetUserSelection Method

The GetUserSelection method takes in a string to display above the menu, to provide context for what the user is being asked. It also takes in a dictionary with string keys and string values. How is this used? What will this dictionary contain when the method runs?

To figure this out, right-click on the method name and select Find (All) References. This will open a pane and display each location in the program where GetUserSelection is invoked. The first such usage is the first line of the while loop in the Main method:

string actionChoice = GetUserSelection("View jobs", actionChoices);

What is this dictionary named actionChoices? If we look a few lines above, we see:

// Top-level menu options
Dictionary<string, string> actionChoices = new Dictionary<string, string>();
actionChoices.Add("search", "Search");
actionChoices.Add("list", "List");

If you recall how the program worked when you ran it, the first menu that you chose had two options, Search and List, which seem to correspond to the entries in actionChoices. This is, in fact, the case. This is the data that is used to generate the first menu we see when running the program.

The second usage of GetUserSelection is a few lines below:

string columnChoice = GetUserSelection("List", columnChoices);

This references columnChoices, which is declared at the top of Main and has a similar structure to actionChoices (they’re the same data type and are used in calls to the same method, so this shouldn’t be surprising). Most of the entries in columnChoices correspond to columns in the jobs data set, but there’s one additional entry with key/value pair "all"/"All". These entries will help us present to the user the options for searching our data, which will correspond to searching within a given column, or searching all columns at once.

The keys in actionChoices and columnChoices represent the internal strings we’ll use to refer to these options (e.g. when representing the user’s menu choice, or querying data). The values in the dictionary represent the external way that these are represented to the user.

Within GetUserSelection itself, most of the code is within a do-while loop. Recall that a do-while loop is similar to a while loop, but the conditional check is at the end of the loop’s code block. This has the net consequence that the loop’s code block always runs at least once. At the end of the block’s execution, we check a condition to determine if we should run the block again. This nicely mimics the behavior of simple menu-driven applications.

Within this loop, menu options are printed to the screen, and user input is collected. If the input is valid, it returns the choice as a string to the caller. This string corresponds to the chosen key (from choices, which will be either actionChoices or columnChoices) of the item the user selected. If invalid, it re-prompts the user.

The local variable choiceKeys is used to easily enumerate the choices dictionary. In other words, it gives us a simple way to provide an ordering to choices, which doesn’t have an ordering of its own.

The JobData Class

The JobData class is responsible for importing the data from the CSV file and parsing it into a C#-friendly format; that is, into Dictionary and List form. Look toward the bottom of the class and you will see a method named LoadData, which does just what it advertises. After parsing the file data, it stores the data in the private property AllJobs which is of type List<Dictionary<string, string>>.


We haven’t covered static properties and methods in-depth yet. For this assignment, we just need to know that using the static keyword with properties and methods allows us to use those properties and methods outside of the class without creating an object from that class. For example, we can call JobData.FindAll() from the Program class.

If you want to create a new method or add a property in JobData, be sure to declare it as static.

Let’s look more closely at the data type of AllJobs. It purports to be a List that stores Dictionary objects which have string keys and string values. If we were to represent some of this data visually, using [] for a List and {} for a collection of key/value pairs (i.e., a dictionary), it would look like this:

        "name": "Junior Data Analyst",
        "employer": "Lockerdome",
        "location": "Saint Louis",
        "position type": "Data Scientist / Business Intelligence",
        "core competency": "Statistical Analysis"
        "name": "Junior Web Developer",
        "employer": "Cozy",
        "location": "Portland",
        "position type": "Web - Back End",
        "core competency": "Ruby"

If you look at the LoadData method you’ll see a lot of unfamiliar code. Blake wrote this essential piece of code for you, and while you won’t have to modify it, it will be useful to have an idea of how it works. Read through the code until you feel like you can describe its functionality at a basic level.

There are three more methods in JobData, each of which is public (and static, per our earlier note):

  • FindAll(),
  • FindAll(string),
  • FindByColumnAndValue(string, string)

Note that there are two methods named FindAll, but this is allowed in C# via a feature called overloading. Overloading happens when multiple methods have the same name, but they each have different input parameters. Read more about overloading here.


We’ll dive deeper into overloading when we discuss classes in C#.

Here are some questions to ask yourself while reading this code:

  1. What is the data type of a job?
  2. Why does FindAll(string) return something of type List<string> while FindByColumnAndValue(string, string) and FindAll() return something of type List<Dictionary<string, string>>?
  3. Why is LoadData() called at the top of each of these four methods? Does this mean that we load the data from the CSV file each time one of them is called?

Your Tasks

Here are the tasks for you to carry out for your first apprenticeship assignment.

Implement PrintJobs

When trying out the program, and later when reading the code, you hopefully noticed that there’s some work to do in the PrintJobs method. As it stands, it currently just prints a message: "PrintJobs is not implemented yet".

Complete this method. It should print out something like this:

name: Sr. IT Analyst (Data/BI)
employer: Bull Moose Industries
location: Saint Louis
position type: Data Scientist / Business Intelligence
core competency: Statistical Analysis

If there are no results, it should print an appropriate message.


To do this, you’ll need to iterate over a List of jobs. Each job is itself a Dictionary. While you can get each of the items out of the dictionary using the known keys (employer, location, etc.), think instead about creating a nested loop to iterate over each dictionary key. If a new field is added to the job records, this approach will print out the new field without any updates to PrintJobs.

Test this method before moving on to your next step:

  1. Run your program with your changes. Select “1” to list the jobs, and then “4” to list them all.
  2. Make sure the printout matches the styling above.
  3. To test what happens if no jobs are found, select “0” to search and then “3” to search for a location. Then, enter a location that is not in the data (e.g. “Cancun”). Your “no results” message should be displayed.

Create Method FindByValue

At this stage, the application will allow users to search a given column of the data for a given string. Your next task is to enable a search that looks for the search term in all of the columns.

In the JobData class, create a new public static method that will search for a string within each of the columns. Name it FindByValue. Here are a few observations:

  1. The method that you write should not contain duplicate jobs. So, for example, if a listing has position type “Web - Front End” and name “Front end web dev” then searching for “web” should not include the listing twice.
  2. As with PrintJobs, you should write your code in a way that if a new column is added to the data, your code will automatically search the new column as well.
  3. You should NOT write code that calls FindByColumnAndValue once for each column. Rather, utilize loops and collection methods as you did above.
  4. You should, on the other hand, read and understand FindByColumnAndValue, since your code will look similar in some ways.

You’ll need to call FindByValue from somewhere in Main. We’ll leave it up to you to find where. You might have noticed that when you try to search all columns using the app, a message is printed, so that is a good clue to help you find where to place this new method call.

Once you find a spot to call your new method, run the program again to test your method call.

Make Search Methods Case-Insensitive

You’ve completed your first two tasks!

Let’s assume you demonstrated the updated application for the Company Team, and they noticed a feature that could be improved. When searching for jobs with the skill "JavaScript", some results were missing (e.g. the Watchtower Security job on line 31 of the CSV file). The search methods turn out to be case-sensitive, so they treat "JavaScript" and "Javascript" as different strings.

The Company Team strongly requested that this needs to be fixed, and of course, you told them that you are up to the task.

Here are some questions to ask yourself as you get started:

  1. Which methods are called when searching?
  2. How is the user’s search string compared against the values of fields of the job Dictionary objects?
  3. How can you make this comparison in a way that effectively ignores the case of the strings?
  4. How can you do this without altering the capitalization of the items in AllJobs so that the data gets printed out the same way that it appears in job_data.csv?

Once you have an idea for how to approach this, you’ll likely benefit from your favorite search engine to find out exactly how to do this in C#. You may also find it useful to review String Manipulation.

When this task is completed, you’re done!

Sanity Check

Before submitting, make sure that your application:

  1. Prints each field of a job when using search functionality, and when listing all columns. If there are no search results, a descriptive message is displayed.
  2. Allows the user to search for a string across all columns.
  3. Returns case-insensitive results.

Solution Demo

Watch a demo of a working solution.

How to Submit

To turn in your assignment and get credit, follow the submission instructions.

Bonus Missions

If you want to take your learning a few steps further, here are some additional problems you can try to solve. We’re not providing you much guidance here, but we have confidence that you can figure these problems out!

  1. Sorting list results: When a user asks for a list of employers, locations, position types, etc., it would be nice if results were sorted alphabetically. Make this happen.
  2. Returning a copy of AllJobs: Look at JobData.FindAll(). Notice that it’s returning the AllJobs property, which is a static property of the JobData class. In general, this is not a great thing to do, since the person calling our FindAll method could then mess with the data that AllJobs contains. Fix this by creating a copy of AllJobs. Hint: Look at the methods of the List class listed in the Microsoft documentation.