To improve your developer application, make role-relevant skills easy to find, support them with concrete evidence, and prepare for the employer’s actual interview process. Recruiter advice can help you decide what to show and how to prepare, but it is not a guaranteed hiring formula: the sources below describe particular employers and recruiting perspectives, not measured effects for every candidate.
Make your application easy to match to the role
Start with the opening, not a generic profile. Bring forward the experience, skills, and tools that map directly to its requirements, and be prepared to explain every claim in an interview. A polished presentation cannot compensate for evidence that is hard to find or does not fit the work.
Atlassian senior tech recruiter Christian Macolino put the discoverability issue plainly: “A recruiter’s ability to find the talent is largely based on the data that we can search.” The SitePoint article reporting his advice was published in 2015 and updated in November 2024; treat it as recruiter testimony, not a universal account of today’s hiring systems. Keep relevant information current in the online profiles where you are active, and make any portfolio or project links easy to reach and functional.
There is no universal requirement to build a personal website or use one particular resume format. Choose the evidence channel that helps a reviewer understand your fit: a resume or profile for experience and skills, project links for work you can show, or community contributions when they demonstrate relevant practice.
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Show evidence of what you can do
If you are early in your career
Projects can make learning and initiative visible when professional experience is limited. The Atlassian recruiters interviewed by SitePoint recommended side projects, coding competitions, open-source participation, technical discussions, and meetups as ways to stay engaged and demonstrate interest. Matt Langan, a Senior Tech Recruiter at Atlassian, advised candidates to “Get involved in side projects, hobbies, start a blog, join in on discussions on forums, get involved with Stack Overflow or Github, ask questions, provide answers, take part in coding competitions, go to tech meetups.” Those are options, not a checklist; select work that supports the role you want.
If you have professional experience
Use your work history to show scope, results, collaboration, and the technologies relevant to the opening. A side project may add useful context, but it does not automatically substitute for professional experience or matter equally to every employer.
Choose a portfolio for its purpose
A portfolio is most useful when it gives an employer meaningful evidence that is otherwise difficult to assess. The SitePoint article suggests it may carry more weight at smaller firms with fewer ways to evaluate candidates, but that is context-dependent advice, not a rule. Keep the selection focused: explain what you built, what you contributed, and why it is relevant. Follow the employer’s application instructions if they specify what to submit.
Build visibility and relationships without treating them as shortcuts
Participating in developer communities, contributing to open source, writing about technical work, and attending meetups can help others see what you work on and give you a way to learn from peers. These activities are worthwhile when they fit your interests and target roles; none guarantees an interview or offer.
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Microsoft recruiters have separately recommended contacting people familiar with a target organization or team. A conversation can help you understand the role and may help route an application to the relevant recruiter or hiring manager. Treat it as a source of information and potential visibility, not a replacement for meeting the role’s requirements. Microsoft recruiter Amy Ala said communications to recruiters or hiring managers should be “very clear in how you’re a fit for the role.”
Prepare for the interview the employer is actually running
Interview formats vary by company and position. Read the employer’s instructions and ask the recruiter what to expect rather than assuming every software job uses the same coding test. Microsoft’s published recruiter advice is specific to its process; Amazon’s guidance is specific to its software development engineer interviews.
For technical interviews
- Review the technologies and fundamentals relevant to the role.
- Practice explaining your reasoning as you work, and ask clarifying questions when a prompt is ambiguous.
- Check edge cases and test your solution. If the interview format requires coding without an IDE, practice in that environment beforehand.
- Be ready for the assessment style the employer describes; different roles may emphasize coding, system design, or other technical evidence.
Amazon’s SDE recruiting guidance emphasizes syntactically correct code, edge cases, clarifying questions, and explaining why you want the role. Its page states: “The most important thing a SDE does at Amazon is write scalable, robust, and well-tested code.” That is Amazon-specific guidance, not a claim that all employers evaluate candidates in the same way.
For behavioral questions and recruiter conversations
Prepare specific examples of collaboration, problem-solving, and impact rather than relying on general claims. Be candid about knowledge gaps and ask questions that help you understand the team and work. Microsoft talent sourcer Kameron Swinton summarized the value of honesty this way: “Knowledge can be learned, but trust must be earned.” Microsoft’s advice also encourages keeping recruiters informed about other interview processes and deadlines so they can understand your timing.
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What current hiring figures can—and cannot—tell you
Hiring conditions can be difficult, particularly for people seeking early-career roles, but figures should be read in context. HackerRank’s 2025 Developer Skills Report says 74% of developers surveyed reported that finding a job remained difficult. The report surveyed 13,732 developers, engineering managers, recruiters, executives, and students in 102 countries in Q4 2024 and early 2025. The 74% figure describes respondents’ reported experience; it is not a measure of the proportion of all job seekers who will fail to find work.
The same report recorded year-over-year 2024 hiring activity growth on HackerRank’s platform of 22% for lead developers, 19% for senior developers, 9% for junior developers, and 7% for entry-level hiring. These are platform activity signals, not a universal count of job openings or an estimate of an individual applicant’s odds.
Use recruiter advice as guidance, not a promise
The SitePoint article featuring Atlassian recruiters was published August 26, 2015, and updated November 13, 2024. Microsoft’s recruiter article dates to August 28, 2015, while Amazon’s SDE interview guidance was published April 18, 2024. Their recommendations offer practical ways to present yourself and prepare, but hiring practices differ among employers and change over time. The sources do not establish how much any one tactic—networking, a portfolio, or a particular interview resource—changes a candidate’s chance of being hired.
For focused practice, the official contents page for Cracking the Coding Interview, 6th Edition describes interview-process material and programming questions for software developer jobs. It is one optional preparation resource, not a substitute for tailoring applications, learning about the target role, or following the employer’s interview guidance.
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