What I Learned in my First 3 Months as a Freelance Data Scientist | by CJ Sullivan | Mar, 2024


Picture by Sasha Freemind on Unsplash

I not too long ago determined it was time to make a change in my life. I’ve been working since I used to be 14 years outdated (inform me you might be from Gen X with out telling me you might be from Gen X) and in all of those many years I’ve at all times labored for another person. I very a lot bear in mind the dot com bust within the early 2000’s when there have been loads of tech layoffs, but it surely felt delicate relative to what’s going on right this moment. Perceiving that firm loyalty is a factor of the previous together with the need to be my very own boss, I made a decision that it was time to start out my very own firm to do knowledge science and freelancing. What I’ve found previously 3 months of doing so is that going solo could be very viable, even throughout instances of layoffs, with correct planning. So I wished to write down about my expertise getting began within the hopes that it will possibly assist some others on the market who could be having a tough time discovering the subsequent factor. That is written from a US perspective, so there are some mechanics that may probably be totally different in different nations, however the basic concepts stay the identical.

Earlier than I start, I wish to give a shout out to Brett Trainor, who created a web-based group referred to as “The Company Escapee.” Early in my journey I got here throughout him on TikTok and his movies and different content material of his I discovered actually gave me the motivation and braveness to take the leap. Test him out!

Picture by Etienne Girardet on Unsplash

Let’s face it. Many (most?) of us are raised with the concept that working for a corporation means job safety. So many (most?) of us, after we transfer between jobs, are transferring between corporations moderately than alternatives. There may be nice stability in working for a corporation. You’re assured sure advantages like a paycheck of a identified quantity offered at common intervals. You get different issues too like medical insurance, profession steering and administration, coaching alternatives, retirement financial savings, and so forth. In going out by yourself, none of these issues are assured. So it’s no surprise that many (most?) individuals consider corporations as being essentially the most steady and dependable locations to work.

That is additionally rooted in historical past. For a good portion of the twentieth century retirement was based mostly on a pension and your pension was based mostly on what number of years you labored for a corporation and your wage throughout that point. The concept was that you simply have been assured revenue from the corporate after your retirement. In some circumstances your pension might even be handed right down to your kids. It was a fantastic deal! However just like the dot com collapse within the early 2000’s, many pension programs were dissolved as a consequence of chapter, mismanagement of funds, or different catastrophic funding losses, resulting in the lack of retirement by arduous working staff. The rise of the 401k retirement system was upon us. That system resulted in a retirement revenue that was transportable, which means you didn’t need to work your total profession for a similar employer to have respectable retirement financial savings. Therefore, employees now not need to depend on an organization profit (pension) to have the ability to retire.

Going out by yourself implies that you now not have the safety of these items (wage, 401k contributions, medical insurance, and so forth.). It’s pure to be petrified of this. Nonetheless, on this time of layoffs that rival the early 2000’s, I ask whether or not that feeling of safety working for a corporation is only a delusion?

Additionally, think about what the job market is like proper now. From each my direct expertise in addition to by way of conversations inside my community I do know that open roles for knowledge scientists are presently leading to 1000’s of candidates. If you’re making use of for these roles, the percentages of getting a name again are very, very slim. You’re actually one in every of 1000’s of individuals they’re contemplating. Nonetheless, if you happen to exit solo, you can be speaking on to the particular person making the selections on contracting. Additional, not like many corporations that put up open roles after which by no means rent individuals into them, if they’re speaking to you in any respect it probably is as a result of they’ve actual work that must be completed. If they’re even speaking to another person, it’s probably that there are solely a small handful of potential candidates. Your odds of getting seen are a lot better as soon as you can also make contact. For extra on how to do that, see my part on networking under.

Picture by Zulmaury Saavedra on Unsplash

I’ve found there are numerous, many advantages of working as a freelancer. As I began penning this part, I noticed that it was not attainable for me to give you a ranked record, so that is simply my try at getting a few of them written down.

It actually comes right down to this: I get to select what I work on, when I work on it, and for whom I’m working. Let’s deal with these so as.

As my profession has advanced, I’ve developed a deep curiosity in each pure language processing (NLP) and graphs. It seems that this can be a nice mixture for working with massive language fashions (LLMs) and generative AI. In my earlier roles if I wished to work on these items I’d have wanted administration permission based mostly on enterprise want for the work to be accepted. Now I can particularly search out work in these areas.

One of many nice issues about being your personal boss is that you simply make the principles. So if you happen to resolve that you’re solely going to work 4 days per week (and even much less!), nice. If you happen to don’t wish to be sitting at your desk from 9–5, don’t! You’ve got infinite freedom right here to outline what your work life is like and you’ll optimize it nevertheless you need! In my case, I like to ski and stay 5 miles from a world-class ski resort. So I make the principles the place I can resolve to exit and ski every time I like — and my boss totally helps that!

As for choosing who you’re employed for, what I imply by that is that you’re free to tackle work for whomever you select, not simply because some supervisor has directed you to take action.

I’ve to let you know that within the technique of going solo, these freedoms have actually been what has been most placing! Whereas I knew in idea that they existed, once you really begin residing and dealing this fashion you possibly can come to a a lot better realization of work-life stability. For the primary time in my working profession I really feel like I even have management over my work and my happiness. I’m not subjected to the whims of an employer who might or might not have loyalty to me. And let’s face it, company loyalty is a factor of the previous.

Within the subsequent part we’ll have a look at getting began and hopefully a few of these advantages turn out to be clear.

Picture by Glenn Carstens-Peters on Unsplash

There are two key issues that may aid you achieve success if you happen to resolve to do that out: planning (monetary and enterprise) and networking.

Monetary planning

There’s a lot that ought to go into this earlier than you strike out by yourself. A lot of it’s monetary. You want to know that you’ll probably be with no paycheck for a bit and it’d take you just a few months or extra to construct again to your full, company paycheck. So in case you have the chance to avoid wasting cash to get you thru that point, it is going to actually assist.

Second, it is best to sit down and do the maths how a lot cash it’s essential herald monthly since this can be essential in figuring out your charges. In my case, my purpose was to exchange my company wage. I’m the first breadwinner (and typically sole breadwinner since my partner works a seasonal job) for my household. So I checked out not solely my wage, but in addition the price of medical insurance, how a lot cash I used to be placing into my retirement financial savings, and my anticipated bills for working the enterprise (to incorporate paying for attorneys and accountants). This decided what my gross revenue wanted to be. Subsequent, it’s a must to know that if you find yourself self employed within the US you can be paying quarterly estimates in your revenue taxes. This quantities to roughly 35%. Utilizing this I used to be in a position to decide what my internet revenue monthly must be with a view to break even on my company wage.

Subsequent, it’s essential think about what your pricing mannequin can be. Will you be charging hourly after which monitoring your hours? Will you be on retainer for a hard and fast charge monthly? Perhaps you’ll cost on a per mission foundation? As you trying to be the particular person doing the coding (freelance) or advising on get a mission going (consulting)? Perhaps as a substitute you might be searching for a fractional position? Getting began, I discovered it best to wrap my head across the hourly freelance idea. Individuals who have been working solo for some time will let you know that this isn’t very best and that it’s way more fascinating to be on retainer. At this stage, my shoppers want hourly billing, so that’s what I’m doing. So it’s straightforward to see that you may take that break-even month-to-month internet revenue and work backwards to what hourly charge try to be charging to get there.

However here’s a gotcha! I initially thought I’d take that quantity and assume 40 hours per week to work out the hourly charge. Unsuitable! You want to construct in some slack as a result of, because it seems, most of us don’t really work 40 hours per week, even in company. For instance, I don’t cost shoppers when I’ve lunch, stroll the canine, work out, or decide my child up from faculty. I additionally solely invoice when I’m at my keyboard engaged on issues for my shoppers and never after I occur to be “sitting around” just thinking about their problems. You additionally have to allocate time for networking, organising the subsequent contracts, and so forth. A mentor informed me {that a} good rule-of-thumb was to imagine that you’ll really solely be billing 60% of the time. This offers you a sensible buffer such that you’re nonetheless hitting your purpose internet revenue on a practical variety of billable hours.

So based mostly on this, I set my hourly charge. Once I in contrast that charge to contractors of comparable expertise ranges I had labored with in earlier roles, it appeared life like. (Contemplate that contracting outlets will sometimes tack on round a 3rd for his or her charges, so the speed a contractor really takes house is often round two thirds of what the contract store payments for.) I utilized my community and bounced this charge off of them they usually all agreed that my hourly charge was applicable.

Enterprise planning

Along with having deliberate for the funds of the state of affairs, you also needs to plan out the setup for the enterprise. There are numerous alternative ways you are able to do this and I’m not a lawyer so it is best to seek the advice of with one earlier than making your resolution. A method you are able to do that is simply to be working as a person, unbiased contractor (typically known as a 1099 based mostly on the tax documentation used on this method). Another choice is to arrange an precise enterprise resembling an LLC or Company. I elected to create an LLC as a result of it supplies a specific amount of authorized safety and separation between the enterprise’s funds and my private funds (i.e. it’s arduous for shoppers to go after your private funds in the event that they sue the enterprise). I enlisted the help of a lawyer to assist me set one up in my house state. There are additionally loads of on-line choices for doing this the place you would possibly be capable of do it your self, however I felt the peace of thoughts of getting a skilled skilled do that for me was price it.

I additionally labored with my accountant who does my household’s private taxes to assist with the enterprise taxes. I can’t say an excessive amount of about this since I’ve not submitted my first quarterly estimated fee but, so that may probably be included in a future put up. Nonetheless, one factor that I can say at this stage is that it’s VERY essential that you simply save receipts for EVERYTHING. There are numerous bills you should have resembling charges paid to the lawyer, computer systems, internet pages and domains, and so forth. which might be tax deductible. Nonetheless, they need to be tracked and accounted for. You’ll save your self a number of time later if you happen to begin by religiously monitoring these items.

Lastly, after you have the enterprise arrange, it will possibly assist organising a separate checking account for it. Whereas perhaps not required, I discover this beneficial because it actually retains the enterprise funds cleanly separated from my private funds. When it’s time to receives a commission, the enterprise cuts you a examine. Having a debit card linked to that account additional helps hold issues separate.

Picture by Matthew Osborn on Unsplash

Networking

We’ve got all been informed, virtually since infancy, that networking is essential. That’s very true when freelancing or consulting. Once I determined that I’d begin my very own enterprise and significantly as soon as the LLC was shaped, the very first thing I did was to achieve out to my community to allow them to know what I used to be doing. I’ve been very lucky in my profession, about 23 years so far, to have met many nice individuals working immediately in knowledge science or in corporations who usually work with knowledge scientists. I initially began by quietly speaking with just a few of my mentors, however then after I was prepared I introduced on LinkedIn that I had launched the corporate. I used to be very lucky that there have been some individuals in my community who had want for somebody to do freelancing LLM work on an hourly foundation. Among the curiosity got here from individuals I had labored with previously. Different curiosity got here from individuals who had seen content material of mine on-line.

In my view, networking is the world the place individuals who have been laid off (or different contemplating this as an choice for layoff safety) might need a harder time than monetary planning. Nonetheless, that doesn’t imply that you may’t construct your community rapidly. Attending (higher but: talking at) conferences and meetups is a good way to do that. Ideally, you will have an employer that’s keen to pay so that you can go. Even when they aren’t, think about this an funding in your self and your profession. If you’re working a solo enterprise already, you possibly can write these journeys off. Most of the larger conferences provide reductions to people who find themselves unemployed. Moreover, most (many? all?) conferences want volunteers to assist at them. So even if you’re not talking, you possibly can nonetheless have the chance to satisfy and community with individuals. Writing weblog posts and taking part in open supply initiatives are additionally methods to develop your community. Moreover, it may be useful to have a portfolio of labor for others to view.

Picture by Lukas Blazek on Unsplash

Whereas I’m nonetheless new to freelancing, I’ve discovered some issues which have helped me within the first few months be extra environment friendly. Just about all of them need to do with the philosophy of making it straightforward on your shoppers.

You must think about that there are some instruments (that are enterprise bills) that can be anticipated. First, similar to working in company it is best to have an e-mail deal with particular to your work. For me, I purchased a site identify for my enterprise and arrange a Google workspace for that area. This can even assist when sure platforms ask on your work e-mail deal with and scoff at a Gmail deal with. I then make the most of Google Sheets for managing my bills and time monitoring. (I would transfer this to QuickBooks, however haven’t made that transition but. Ask me after this primary spherical of taxes whether it is price it.)

Subsequent, I discovered it very useful to have a method to permit individuals to simply e book time with me. I discovered Calendly to be a fantastic choice for this. If you will do that, I’d recommend that you simply place some limits on the hours that folks can e book with you. Do not forget that if you find yourself not billing, you aren’t incomes. So attempt to keep away from spending your whole time in prospecting conferences.

I even have put some thought into ship invoices and obtain fee. Once more, the thought right here is to make it straightforward on your shopper to pay you. You possibly can arrange accounts with Stripe or Sq. to do that or QuickBooks can do it for you. Nonetheless, keep in mind that they’ll cost charges of one thing like 3% on the entire bill. This could actually add up. Another choice for receiving fee is immediately by way of financial institution switch/ACH, which may be more durable on your shoppers however doesn’t take off these charges. Be ready to work along with your shoppers on what works finest for them. And keep in mind that having a enterprise banking account, whether or not for ACH switch or Stripe/Sq./QuickBooks, means that you’re not handing out your private banking data to shoppers.

Lastly, it is very important know that each shopper may have a unique set of instruments that they’re most comfy with. Some want Slack. Others are very Microsoft-centric, preferring Groups. Whereas I personally have very sturdy private preferences, I’ve discovered it essential to have the ability to work inside any of them. In my case, which means I had to purchase a PC since my Linux machine doesn’t deal with Groups very nicely. C’est la vie.

Picture by Becca Tapert on Unsplash

It’s true that I’ve solely been working solo for just a few months now. So it’s too early for me to say if I’ve been 100% profitable. Nonetheless, I’m extremely lucky in that I’ve so far achieved the entire targets I’ve had for my firm at this level. And I’m tremendously having fun with the brand new discovered freedom, flexibility, and stability in my life.

Whereas I started this put up with a dialogue on the truth that many individuals don’t think about freelancing due to the dearth of safety, I really discover myself feeling a lot safer than within the company world. For one, I’m not subjected to layoffs. Actually, my guess is that extra corporations will begin turning to freelancers, contract staff, and fractional staff as a result of of their layoffs. It isn’t like they’ve decreased the quantity of labor that must be completed simply because they’ve laid individuals off. They are going to want individuals to come back in and do this work, even when they aren’t including to their head rely. Contracts will come and go and continuously securing contracts is a part of this life-style.

All of that being stated, I view my true definition of success as being whether or not I can maintain this work — and my purpose of changing my company wage by way of my solo endeavors — past simply my first few contracts. We is not going to actually know the reply to that for a while. However proper now issues are trying optimistic!!!

Picture by Pro Church Media on Unsplash



Source link