Machinify Reviews

2.3

31% would recommend to a friend

(58 total reviews)

David Pierre

33% approve of CEO

31% positive business outlook

Machinify has an employee rating of 2.3 out of 5 stars, based on 58 company reviews on Glassdoor which indicates that most employees have an average working experience there. The Machinify employee rating is 40% below average for employers within the Information Technology industry (3.9 stars).

Reviews by job title

58 reviews
2.0
2 Feb 2023
Recommend
CEO approval
Business outlook

Pros

An interesting codebase, Scala as the main language, worked remotely.

Cons

Some VIPs are amazingly rude and unresponsive; talking to HR while trying to have a decent professional atmosphere lead to me being fired. But I encountered very decent people in the team, maintaining connections with them now. Production-wise, with a self-appointed guru with whom one cannot discuss things professionally, narrows your opportunities to make the code better and to produce your new code in a decent, modern style. One is supposed to just obey. My attempts to find common language just failed. Talking to the management was useless (they are probably as scared as the rest of the team). Now, the CEO. He's the ultimate god-like authority. And he treats you as if he's a general and you are a soldier, and he can send you to die. I don't think I ever met such a CEO; everyone keeps some decorum in all the companies I worked at; this one just treats you like a dirt.

1.0
1 Dec 2025
Recommend
CEO approval
Business outlook

Pros

The pay is decent for engineers, but nowhere close to being worth the problems you will face as an employee here. There are a few decent people here, but they're certainly all burnt out.

Cons

The CTO of the company, who was previously the CEO and founder of the original Machinify company, is utterly toxic. He absolutely does not care about about his employees and is more than willing to sacrifice them on the altar of shareholder value. He publicly berates and shames individuals in meetings with whom he disagrees and micromanages as much as possible. I have also noticed that he is more prone to target female employees with his tirades than male employees. He is surrounded by nepotistic hires who never hold him accountable for this behavior and who exhibit these same toxic tendencies themselves. But executive leadership in the VC firm which acquired the company and leaders from the other companies with which it has merged all just see the profits and think he is a genius. The person who gets their way in a meeting is the person who yells the loudest. People almost constantly cut each other off in conversation on Zoom calls. You'll end up doing it yourself to survive. The code base is a dumpster fire. When you ask for documentation explaining a particular feature, you are told to "read the code," but the code is full of bugs, typos, and design decisions that make little to no sense. This labyrinthine monolithic architecture catches on fire once a week in production, if not once a day. You may notice a lot of other reviews on here from folks in analyst roles. Those are employees from Rawlings, one of the 4 companies we've combined with. The engineering side of the business is working to replace all of them with AI, and leadership is working them to the bone in the meantime even though customers are already complaining about shoddy AI-generated results. Layoffs are likely planned for after the holidays, and none of the combined companies will be exempt. The CEO openly bragged about hanging out with Trump administration folks at the Make America Healthy Again summit. This felt pretty tone deaf given the company also just downgraded all of our healthcare to worse plans with my own premiums going up 37%. Lastly, there are a lot of technical people here that know a lot about AI, myself included. There are also a lot of people, particularly in leadership, who pretend to know a lot about AI. Their false confidence in these tools and unwillingness to acknowledge the value of their employees is truly demoralizing and bad for the business.

1.0
4 Feb 2026
Recommend
CEO approval
Business outlook

Pros

The bathroom stalls are cleaned daily.

Cons

This is a high stress job where we are working to recover money on behalf of health plans who paid for medical treatment someone else is responsible for. The Rawlings Company, now Machinify does this work for over 60 clients The sales staff sells our services as “boutique” allowing each client to be worked and handled in completely different ways, with their own rules, regulations, authority process, timelines etc etc and with 60 clients, this alone makes every day, Mission Impossible for the analyst. We used to be paid well for this stress and complication but then we got bought out. Our pay was immediately cut- most of our our competition was paying less so they adjusted our pay stating that our pay needs to be “standardized” with the industry. The glaring issue here is NONE of our competitors have 60 clients, most are in-house and only deal with 1 client making their jobs infinitely easier and infinitely less stressful. The kicker is now that our pay was standardized, our competitors pay just as well if not better considering their benefits. Machinify’s 401k match is 2%, the absolute lowest in the entire industry. Let that sink in for a moment. not 4.2%, 6.2% or 8.2%… nope, we are matched “2%”….. that says a lot right there. Instead of continuing to pay each analyst for every dollar we brought in, the executive staff scrapped the existing bonus structure that has always worked because they wanted us to instead compete for each other’s bonuses like we are gladiators in a colosseum fighting for our financial lives for the entertainment of Cesar. We knew this would not work for obvious reasons, and said so loudly and clearly and often, things were so bad we had emergency all employee meetings to address. Despite this, the executive staff steam rolled the bonus structure out to the floor regardless of the fallout we confirmed would happen to both us and our clients. It wasn’t the just the analysts that were screwed over, the executives found a way to not pay our first and second level management staff by basing their goals on matching the previous year’s average recovery - sounds reasonable right? What’s the catch? At the same time they rolled out management’s bonuses, they removed ALL team leads, assistant team leads, team attorneys and quality folks from working their own files. This meant that 20% of our staff now, no longer recover money directly which made meeting the previous years recoveries next to impossible. The executives, after 1.5 YEARS of watching the pay/work structure lose money every month for our clients, after a year and a half of saying goodbye to nearly 100 experienced analysts who quit, finally… announced that they were going to address the situation. (explained below) Last year since our total recoveries were so low, all analysts were told to drop all regular file working duties and focus only on recoveries. We did this from October to December in the hopes that we might meet goal as a company for the year. Because we dropped everything to bring in as much money as possible, management finally got A single bonus in a year they were hoping to get upwards of 12 bonuses. We just had an all employee meeting where it was confirmed that December 2025 was the largest recorded recovery month in our 50 year history and the 4th quarter was so successful, we hit our company goal for the year helping to cover up the disastrous effects of the new bonus system. Instead of basing the new recovery goals on the entire previous year’s recoveries for a true average like we have always done, our recovery goals were mysteriously based specifically on 4th quarter results which were heavily and unnaturally higher than any other time in the year, which will make hitting future goals with any consistency nearly impossible for the analysts. The executive staff had a year and a half to try to “fix”the mess that they created. Their solution? Create a casino experience at the roulette wheel where if you don’t hit your number, ALL the money goes to the house, and you walk away with nothing for any your work, which may have included files you’ve had for years. Just like any profitable casino, our leadership has made sure that the odds will be with the house, stacked completely against the player AKA the analysts.

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Glassdoor has 59 Machinify reviews submitted anonymously by Machinify employees. Read employee reviews and ratings on Glassdoor to decide if Machinify is right for you.