Looking for work in 2019? Things may be different than the last time you searched.

Last month we released our definitive guide to the science of the job search, which offered a comprehensive analysis about the job search landscape in 2018. With a wealth of information and data to help you put your best foot forward in terms of your job search, we also recognize that no two years (or job searches) are alike which brings us to…

Surprise! This year is different

There are tons of variables when searching for a new job — individual requirements, experience level, age, application processes, the list goes on. What may have been a straightforward process in the past is now full of nuances and surprises. What’s more is the increasing feeling that searching for a job is a part-time job in and of itself. While we like to think our research gives us a good idea of what to expect, we wanted to talk to the people who are going through the process right now to find out, more specifically, what’s different this time around. What makes 2019 different?

This time last year I was overconfident and a bit egotistical about my job search. I took a semi-passive approach – assuming they would contact me. However after a few months I realized my resume needed work, my cover letter (if I even had one) needed updating, and I needed to keep my resume updated as often as I update my Facebook status…

— Patrick D., Sales Manager

To put it simply: Even if you’ve done this before, don’t expect the search to be the same.

More jobs are available

Despite some challenges in the market, the fact is there’s a pretty significant increase in jobs available now than in previous years — over 200% in certain industries. The folks we surveyed reported wide-ranging observations of the increase of job availability specific to their situation — with job seekers increasing their experience and different fields growing, there are an influx of jobs available; there are even more options for both employees and employers, making for a difficult decision making process.

Survey says…

We talked to folks in all different stages of their careers, from recent college graduates to seasoned professionals. It’s only a few weeks into the New Year, but some common themes emerged. To start, 60% of people starting the job search in 2019 are still employed. We know from experience that people who showed they were currently employed (even if creatively) saw a +149% hireability boost.

More does not necessarily equate to an easier search —

“There are more jobs available, but the market is more competitive in the new city I’ve relocated to.”

— Travis S., Content Creator

60% also expect their current search to take longer than previous search. Why do people expect this search to take longer than previous ones? Well, for starters, 23% of that 60% have already been at it for a long time. In some cases, responders reported having been in full-fledged job search mode for 7-8 months. One user even stated they have been at it since November 2017.

We know people are looking, but what exactly do they want?

A whopping 70% are looking because they want a higher salary.

“In the last 10 years, total compensation for 90th percentile income earners went up by 26% compared to a 21% increase for 10th percentile income earners — but the real gap was in benefits, where the value of benefits for 90th percentile earners went up 37% compared to a mere 15% increase for 10th percentile earners.”

— The 2019 Job Search Landscape

It’s not surprising a higher salary is at the forefront of many job searches. As experience is gained, worth increases. Not to mention the cost of living is skyrocketing across the United States. The statistic above may not sound promising, but there are some things we can recommend.

What should job seekers expect?

The general blueprint of a job search is more or less predictable — from polishing your resumé and crafting the perfect cover letter, to filling out as many applications as you can (which we aim to streamline to save you time for the other surprises), to preparing for an interview and waiting, for what seems like an eternity, for a callback…

That doesn’t mean the 2019 search will be the same as years prior, though. over 90 % of our survey respondents said the job search feels inexplicably different this time around. But why?

Search criteria has changed

Gone are the days of staying in the same career from graduation to retirement. The minimum amount of time necessary to “build” one’s resume at a particular job are decreasing. Interests, requirements, and general life circumstances all contribute to the changing climate of the search.

“I will finish my Bachelor’s in a few months and am looking for a career in my chosen field rather than part-time work I have looked for in the past.”

— PJ D., Software Engineer

Entry-level jobs require more experience

How in the world are you supposed to build your resumé if your first career in the job force requires 3+ years of experience? We tackled this subject last Spring, but the experience paradox is still weighing on people’s minds. “[It seems] more and more entry-level positions are requiring professional experience in my field.” One TalentWorks user indicated the perils of not being able to start their search in a new career field because they were not qualified to even begin the application process until they completed the necessary certifications.

What can you do about this?

  • Apply for Jobs Within ±2 Years of Your Experience — You miss 100% of the shots you don’t take. From what we see, if you’re within ±2 years of required experience, hiring managers will often consider you “close enough.”
  • Use Freelance Jobs To Build Your Experience —Not only will you get paid, you’ll also have far higher chances getting your second job (everyone else’s first job).

Full details: 61% of “Entry-Level” Jobs Require 3+ Years of Experience

The application process is different, and so are employer expectations

Respondents reported companies wanting more for less (in addition to experience), such as more skills for less pay. That’s clearly not ideal — you deserve what you’re worth! Moreover, the application process can feel like one giant black-hole. Everything is automated and there’s no opportunity for personal touch, which can feel pretty discouraging.

With an influx of recruiters, the same positions are being submitted over and over again. The result? Companies are overwhelmed with the same applicants being submitted by different recruiters and agencies.

Want to cheat the system? Our AI-driven system saves you time, energy, and ensures you’re getting out a record number of applications. We even optimize the time and day of your application so it doesn’t fall into the blackhole.

Changing expectations

We know, it’s easier said than done. While we have a wealth of data available about the specifics of the job search, there’s a very human element that cannot be distilled in a set of numbers.

As people move through their career, pursue further education, explore the world of entrepreneurship, and experience the unpredictability of life in general, expectations for a new job can change, and may need to change due to life circumstances.

“For better or for worse, I’m focused on a few narrow, but related fields, rather than general fields.”

— Tracy B., Operations Leader

“I don’t know where I fit. I have loads of specialist skills. I’ve had similar jobs to what I’m looking for, but interviews demand much more and things change so quickly in my field…” 

— Amanda L., Digital Content

Expectations from employers are moving targets that can take anyone by surprise, but don’t let the fluidity knock you out of your element. Be humble; remain confident.

Take the surprise in stride

Even when you think you might know, you might not really know…surprises in the job search don’t have to mean completely recalibrating everything you once felt comfortable with in the search. It does mean, though, utilizing different tools to help you be successful, and staying positive — no matter what variables are present in the current job search climate.

Not prepared to go at it alone? We’ve got your back. Let us take care of the most consuming parts of the job search for you.

Outside sources:

Overcoming Your Employment Gaps

The main ‘problem’ with resume employment gaps is that it requires explanation. Gaps raise red flags to employers and may imply that you weren’t let go voluntarily. The good news is that if you’ve secured an interview, there are other factors that positively outweighed the gap. So, how do you minimize the damage and own your employment history?

Your Resume: Ditch the typical timeline format

Understand that you can get creative with your resume format and are not at all beholden to a chronological timeline. Place your ‘Key Skills’ section at the top to fortify your value prop up front; having this section also increases your hireability by 60%! When you do list your work experience make sure that you include any volunteer/pro bono opportunities (paid and unpaid) that you may have had during that gap of time.

Your Cover letter: Tell Your Story

Whether you took time to raise your children, travel the world, care for an ailing family member, were laid off, or were fired this is your chance to put your spin on why there is a gap on your resume:

“I took a year off to raise my baby, but I’m excited to re-enter the workforce as I have support at home to thankfully do so. While raising my daughter I worked remotely and volunteered with various non-profits to keep my marketing skills sharp. I managed several large email campaigns, ran their social media platforms and taught myself database computer programming. I believe that working with your organization would be a great way to put my marketing skills to work in a new setting.”

Your Interview: Be Confident + Honest

The good news is you have overcome a large hurdle in that your qualifications trumped your employment gap on paper. Now, let your positivity shine through in the interview. Regardless of how large your employment gap is, you want to come across and excited and motivated to progress in your career. Avoid oversharing anything personal and focus on re-entry and what your hoping to professionally achieve at the job at hand.

Conclusion

Life happens and many employers understand. If you have an employment gap know that your story and how you convey it matters more than the gap itself. It’s also an opportunity for the employer to learn more about your character and goals. For example, there is a lot to be said for someone who takes time to care for a family member or who volunteers their time after they’ve been laid off. Feel empowered to tell your story.

Quick note: Remember that an interview is a two-way street, so-to-speak. As the candidate, you are also making sure that the job at hand is right for you. If the employer has a problem with your gap or doesn’t agree the best thing to do is to walk away. Life is complex and situations arise; employers that do not understand that ‘stuff happens’ will most likely be inflexible in the future.

For $10/month we can automatically find the best jobs and pre-fill job applications for you based on your desired role, location and years of experience. In addition, you’ll get our Interview Guarantee — if we can’t get you an interview within 60 days, we’ll refund everything back to you, guaranteed. (90% of job-seekers using TalentWorks get an interview in 60 days or less).

3 Tips to ‘Storify’ Your Resume

Beyond tips and tricks, ‘dos’ and ‘don’ts’, the ultimate purpose of a resume is to tell a story. Your story. Hiring managers rely on resumes to make the case that the candidate being represented is the best person for the job. So, how do you tell a compelling story using a standard resume?

Looks Matter

Resume real estate is extremely valuable, in that you only have 1 page to make an impression. There’s much debate around acceptable resume length, but at the end of the day less in more when time is against you. Achieving the right balance with an effective usage of white space is the cornerstone of any resume, as are bullet points and a consistent use of italics, boldface type and capitalization.

Hiring managers will not spend time looking for the key facts that make you the perfect candidate, so your formatting must do that for them.

Pro-tip: Your font size should never be less than 10pt or more than 12pt. We recommend the following fonts- Tahoma, Arial, Century Gothic, Bookman, Garamond, Verdana, Cambria, and Times New Roman.

Include Unique Sections

All resumes should have the following 4 sections, regardless:

  • Contact Info
  • Experience Section
  • Education Section
  • Key Skills Section

but, beyond the standard there are many ways to further your story with unique sections. For instance, hobbies, volunteer work, training/certifications, honors, associations, languages, and projects are all great selling points for being a good cultural fit and generally a well-rounded professional.

Pro-tip: People who used even one personal pronoun in their employment section (not the objective or professional summary section) had a -54.7% lower chance of getting an interview callback.

Consider Relevancy

No one likes a long and boring story; too much information is difficult to navigate. Forcing every job you’ve had onto one page isn’t necessary nor advisable. Instead of describing your day-to-day job responsibilities focus on what you did. Obviously, the hiring manager knows what the job itself entails so by focusing on your personal accomplishments you’re crafting a narrative that grabs the reader’s attention.

Consider why you’re listing various items and how that will ultimately improve your candidacy. 

Pro-tip: Past work experience should be written in the past tense.

Conclusion

The climax of your “story” is your goal: to get the job. ‘Storifying’ your resume helps create an image beyond bullet points and highlights your professional accomplishments in a unique, memorable way.

For $10/month we can automatically find the best jobs and pre-fill job applications for you based on your desired role, location and years of experience. In addition, you’ll get our Interview Guarantee — if we can’t get you an interview within 60 days, we’ll refund everything back to you, guaranteed. (90% of job-seekers using TalentWorks get an interview in 60 days or less).

 

Computers Aren’t Sexist: AI + Recruiting

Recently it was reported that Amazon had scrapped their machine learning recruitment system because it was favoring male candidates. Their machine learning team spent years developing a way to automate the hiring process using a decade worth of past Amazon employee resumes; they would soon learn in doing so the system had taught itself to strategically weed out female candidates. For instance, any resume with the word ‘women’s’ in it was immediately downgraded and scored lower.

What gives? Learned historical data based on past hiring decisions will always produce a biased system because human beings are inherently, and (mostly) unconsciously biased.

Using our own AI technology, TalentWorks pinpoints the biases of hiring managers by analyzing and sampling 100,000+ jobs from our index of 91 million job postings. In doing so we’re able to identify the norms and outliers of the industry such as the number of applications per interview and how that relates to the greater labor market. Example: Racial bias.

How much does race still matter in the US job market?

racism-job-interviews-black-asian-hispanic.png

After analyzing thousands of job applications, outcomes and applicants, we discovered several key things:

  1. Non-white job applicants got 2.3x fewer interviews than their white counterparts;
  2. For non-white job applicants, if a resume mistake reinforced a racist stereotype, it basically disqualified them.

Through our data, we’ve found the following contributes significantly to combatting racial bias:

  • Limit the number of collaboration-oriented words in your resume, such as, “team player”, “helped”, and “assisted”. Doing so will improve your chances for objectivity by 63%.
  • Anchor your experience by using industry buzzwords and acronyms. This increases objectivity by 34%.
  • Use concrete numbers; specifically, for every 3 sentences use 1 number to demonstrate your impact. Especially for people of color, quantifying the impact that you made with numbers helps remove subjective bias (+23% boost).

Returning to gender bias, we’ve actually found that resumes with obviously female names had a +48.3% higher chance of getting an interview. Names such as ‘Monica’, ‘Zoe’, ‘Ashley’ and ‘Evelyn’ had a significant boost over men comparatively.

women-men-more-hireable-job-search.png

This isn’t incredibly surprising when compared to what happened at Amazon, another tech company with a stark talent problem (men make up 73% of professional employees and 78% of senior executives and managers). The greater labor market suggests that there is an immense benefit for hiring womenWomen are outperforming men in school, and most recruiters are women (who want to support other women).

‘Tech’ is just one industry Talentworks analyzes. Our data is based on thousands of applications, applicants and outcomes across 681 cities and 140+ different roles/industries. Artificial intelligence and deep learning are the future of recruiting. We hope to empower jobseekers to find their ideal position.

Methodology

First, we randomly sampled 100,000 jobs from our index of 91 million job postings. We extracted the number of years of experience, job level and employment type for each job using TalentWorks’ proprietary parsing algorithms. We then used a blended Gaussian-linear kernel to calculate experience densities. Finally, we used an averaged ensemble of multiple independent RANSAC iterations to robustly calculate inflations against outliers. This was done in python with pandas, sklearn and scipy and plotted with bokeh.

Why Are We Doing This?

We can boost the average job-seeker’s hireability by 5.8x right now with ApplicationAssistant. But, what makes ApplicationAssistant work has been an internal company secret until now. We’re fundamentally a mission-driven company and we believe we can help more people by sharing our findings. So that’s exactly what we’re going to do.

Creative Commons

We’re not only sharing this data but also sharing all of it under the Creative Commons Attribution-NonCommercial-ShareAlike license. In other words, as long as you follow a few license terms, this means you can:

  • Share: Copy, redistribute the material in any medium or format.
  • Adapt: Remix, transform, and build upon the material.

How to overcome a hiring manager’s bias

In an ideal world, candidates would compete for jobs on an even playing field. Unfortunately, hiring managers are human and predisposed to inherent bias. If your resume makes it through the ATS (“applicant tracking system”) what type of biases exist and is there anything you, the jobseeker, can do?

Bias #1: Ageism

Our data suggests that your hireability starts dropping by ~8% every year after age 35. Yes, it’s illegal for companies to base hiring decisions around age, but it inevitably happens. Although The Age Discrimination in Employment Act allows legal protection against employers blatantly adding age preferences in job listings, many older workers will hear such things as “You wouldn’t be happy here” or the ever present “You’re too qualified” that are thinly veiled ways of saying your age matters.

So, what do you do if you’re nearing 35? We highly recommend leaving out your graduation dates on your resume and LinkedIN page.

chart

Bias #2: Resume ‘Blemishes’

More than age, race or experience, having even one employment blemish (such as a firing or layoff) was the biggest factor affecting the job search.

fired-laid-off-worst-job-search

Candidates who were fired, laid off or quit in the first 15 months of a job were 43% less hireable when applying to new jobs. Comparatively, their callback rate for interviews was 55% less than people who did not have a resume blemish. Averaging across industries and cities, getting fired meant roughly same as wiping out ~5 years of experience for them.

If you’re applying to jobs with a recent blemish on your resume we recommend concentrating your search around smaller companies. Applications to companies with <500 employees had a 192% higher interview rate. For every additional 1,000 employees, the hireability for people with work blemishes dropped by 19%.

Bias #3: Your Name

If you’re Asian or Hispanic-American and make a resume faux-pas on your resume (such as a misspelling or forget to include your email address) you are penalized much more than white applicants.

Force an objective mindset if you have a non-white name and you’ll increases your interview rate up to +199%. This roughly translated to closing the racial discrimination gap in hiring by 54% (a 1.6x race penalty vs. 2.3x originally). How do you force objectivity? Using concrete numbers to demonstrate your impact will boost your hireability by 23% and help remove subject bias. Also, adding industry buzzwords and acronyms will give you 34% hireability boost.

Conclusion

It’s hard enough that employers give a resume about 6 seconds to decide whether they’ll proceed, but throw in age, a layoff, and an “exotic” last name and the odds of an interview are stacked against you significantly. Take care that you’re being reviewed as fairly as possible by formulating a resume that stands up to potential bias in the hiring world.

For $10/month we can automatically find the best jobs and pre-fill job applications for you based on your desired role, location and years of experience. In addition, you’ll get our Interview Guarantee — if we can’t get you an interview within 60 days, we’ll refund everything back to you, guaranteed. (90% of job-seekers using TalentWorks get an interview in 60 days or less).