Investor's Corner
Tesla’s ability to attract top software engineering talent explained
Tesla might be known for its demanding, Silicon Valley-style work environment, but the electric car maker remains as one of the most attractive employers for engineering students. Last June, employer branding specialist Universum released the results of its study on the US’ most attractive employers, and it revealed that SpaceX and Tesla, Elon Musk’s two companies, were considered by engineering students as the best companies to work for today.
With the traditional auto industry and the tech segment both pushing efforts to achieve full self-driving solutions, Tesla is bound to compete with rivals in acquiring talented software engineers to develop and refine its autonomous technologies. Veteran automaker GM, for example, has announced its intention to invest in autonomous vehicle technologies, as headlined by the progress of its self-driving division, Cruise.
According to tech career information firm Dice Insights, Tesla does hold an advantage over traditional automakers such as GM in terms of its ability to attract the best software engineering talents available on the market. Part of this is due to Tesla’s willingness to pay its software engineers with higher salaries compared to GM.
Data from salary tracking service levels.fyi indicates that Tesla pays its Senior Engineers about $220,000 per year, while a Software Engineer 3 (a comparable position) in GM receives around $137,000 annually. An Associate Engineer at Tesla also reportedly receives around $98,000 per year, around $23,000 more than a GM’s Software Engineer 1, who receives just below $75,000. In comparison, pure tech companies provide more pay, with Google offering an average annual salary of $115,000 for entry-level engineers, and Facebook providing an average of $111,000 per year.
Granted, Tesla’s engineers reside in California, which has a far higher cost of living compared to GM’s software engineers in Detroit. That being said, the fact that Tesla’s software engineers are offered a compensation package that is more in line with a tech company than an automaker like GM appears to benefit the electric car maker. Connected vehicles live and die with software, after all, and a significant number of the US’ best software engineers are in Silicon Valey. This set up, if any, makes it difficult for companies such as GM or Ford (whose entry-level software engineers earn just below $73,000 per year as per payscale.com), to attract the best talent for software available.
Add this to the fact that companies such as Tesla embrace innovation far more than traditional carmakers such as GM, and the electric car maker ends up becoming an ideal workplace for engineers who are hungry to explore their limits. This is something that was previously mentioned by legendary businessman and longtime Shark Tank Judge Kevin O’Leary, who related one of his recent observations after watching Formula E races.
“Colleges and universities around the world with an engineering department generally puts forward an electric Formula 1 car and engineering teams in their graduating years race these cars all over the world. I’ve been hanging out at the pits with these engineers, and I’ve learned something extraordinary. When you go to one of these races… when the race is over, the winning team — they come from anywhere on Earth — who do they want to talk to?
“They want to talk to the Tesla hiring team there; the HR people hanging around at the pits. Every one of these engineers, the smoking hot kids that sit with their cars, the men and women that sleep with them for 24 hours a day; it’s an unusual culture I’ve never seen before. They all want to work at Tesla. Why? Because the teams are six to eight people. If they go to a legacy car company, they get drowned out in the back somewhere. These smart, young, men and women make a big difference as interns. I can’t believe the access to talent they have,” he said.
It is now becoming evident that the next generation of automobiles will be fought with electric vehicles that are heavily based on software. Veteran carmakers are now seeing this, and they are starting to prepare their own vehicles for this new era. Porsche has the Taycan, and Volvo’s Polestar 2 fully embraces Google’s ecosystem. Amidst all these efforts from experienced auto, Tesla is pretty much turning into the EV equivalent of Apple during the first years of the touchscreen-based smartphone era — less experienced but far more determined and innovative.
Investor's Corner
Tesla has a Cybercab problem nobody saw coming
Tesla’s Cybercab line now builds robotaxis faster than Tesla can deploy them, Lars Moravy says.
Tesla’s Cybercab line in Texas can now build the two seat robotaxi faster than the company can put it into service, according to Lars Moravy, Tesla’s Vice President of Vehicle Engineering. “We don’t run every day because the line can run so fast. It’s currently outpacing our deployments,” Moravy said in a new Cybercab deep dive from Munro Live. “So, it’s a bit of a race right now. Who’s going to go faster? Right now the manufacturing line’s ahead.”
Tesla’s official Robotaxi account shared a Cybercab analysis video on X on Monday, calling it a “Cybercab engineering deep dive.” Moravy’s comments go further than what he told analysts on the Q3 earnings call last week, when he said the Cybercab line’s listed capacity of more than 125,000 units a year undersells what it can actually run.
The tour shows where that speed comes from. Tesla’s unboxed process splits the Cybercab into front, rear, side and center modules that are built and tested on their own before they meet on a short final line. That final line has just 25 fully automated stations, which Tesla’s team estimated is a fifth to a tenth of what a Model Y needs. The full line is about 78% automated, the framing line is already at 100%, and the layout uses roughly 50% less floor space per vehicle. The stated goal is “100% automation in 10 second cycle time,” or one finished Cybercab every 10 seconds.
Tesla also deleted the paint shop. Only the side modules are coated, and the exterior panels get their color inside the molding machine. Engineers said the car is designed to run at least 500,000 miles, which matters for a vehicle that will spend most of its day carrying riders.
The battery got the same treatment. The Cybercab uses an 88S6P pack of 4680 cells in a steel enclosure, a first for Tesla, with each module potted separately so a single failed module can be swapped instead of the whole pack. Wireless battery management boards replace a wiring harness, and new contactors are fast enough to drop the pyro fuse entirely. Tesla’s battery director graded the pack an A minus, compared with a D for the Model Y structural pack and a B minus for Cybertruck. Up front, the drive unit runs an 11:1 gear ratio versus roughly 9:1 on most Teslas, since the Cybercab does not need a high top speed.
Cybercab engineering deep dive — Robotaxi (@robotaxi) October 26, 2026
The deployment side is now the bottleneck Moravy described. Tesla had more than 50 Cybercabs working the Formula 1 weekend in Austin, and Texas records show 463 Cybercabs registered. Tesla said on its earnings call that Cybercab service will launch in Dallas next month, and Moravy said the company is aiming to get Cybercabs to customers by the end of 2026. Every unit built so far has gone into Tesla’s own fleet since the line moved into volume production in April.
Munro Live also asked when it could get a Cybercab to tear down. Tesla’s answer: “Not yet.”
Tesla (NASDAQ: TSLA) reported its earnings for the third quarter of 2026, marking a reasonable performance on the various financial metrics. Tesla still plans to hold a call that will field investor questions at 5:30 p.m. ET, 4:30 p.m. CT.
Here’s where Earnings came in:
- Total Revenues: $28.046 reported vs. $28.34B expected
- Non-GAAP EPS: $0.48 reported vs. $0.45 expected
- Operating Margin: 2.6 % reported vs. 2.5% expected
- Operating Income: $718M reported vs. $721M expected
- Free Cash Flow: $1.531B reported vs. ~-$4.51B expected
Tesla $TSLA Earnings Results:
Revenues: $28.046B
Non-GAAP EPS: $0.48
Operating Margin: 2.6%
Operating Income: $718M
FCF: $1.531B— TESLARATI (@Teslarati) October 21, 2026
Major Takeaways
Full Self-Driving (Supervised)
“FSD (Supervised)⁴ attach rate continued to grow, reaching over 75% of new vehicle deliveries in North America – our most mature market – a nearly twenty percentage point sequential increase. We believe that FSD is driving demand in markets where it is available, and we continue to work with regulators to get it approved in other markets.”
Tesla Semi
“We began volume production of Tesla Semi, our Class 8 heavy-duty truck. The top variant can go 500 miles at full 82,000 lbs gross combination weight while achieving an efficiency of 1.7 kWh/mile. That efficiency allows the Tesla Semi to use a third of the energy used by a comparable diesel truck to haul the same payload. In a transportation market where energy is one of the largest components of total cost per mile, this will provide a meaningful advantage to Tesla Semi operators.”
SI Compute
“We plan to reach 400 MW of SI training compute by the end of the year, supporting the development of both vehicle and humanoid robot autonomy software. Additionally, we continued construction for the Austin Fab, where we plan to start commissioning equipment in 2027.”
Robotaxi
“We began deployment of Cybercab into our Robotaxi fleet in Austin. We reached nearly two million cumulative unsupervised miles for our Robotaxi service as of the end of the quarter. Operating hours in Austin are now 6am to midnight, and we expect to reduce wait times via increased fleet supply and improvement of Robotaxi orchestration algorithms. Grok is available in Cybercab with access to Grok Bot and Connectors, which allows users to manage their inbox, calendars, files, chats and tasks – all hands free via voice command – making Cybercab a mode of transport, a productivity space and, with our entertainment options, a second living room.”
Interested in ordering a Tesla? Use my referral code for three free months of Full Self-Driving (Supervised) here.
Tesla (NASDAQ: TSLA) reports its earnings for Q3 today. Here’s what to expect, as the company will reveal its balance sheet after the market closes on Wednesday.
Tesla already reported deliveries just after Q3 ended, and it demolished Wall Street consensus estimates of roughly 462,000 vehicles. Tesla delivered 486,532 cars in the third quarter, which was a big beat, but was down 2.1 percent from the same quarter last year. Energy storage deployments were 13.7 GWh, up year-over-year.
Tesla showrooms picked clean ahead of Q3 end as demand looks strong
For the quarter, analysts have already compiled their predictions for what Tesla will report this afternoon:
- Total Revenues: $28.34B
- Non-GAAP EPS: $0.43
- Operating Margin: 2.5%
- Operating Income: $721M
- Free Cash Flow: ~-$4.51B
Here are a few things we are looking forward to hearing about on the call:
Automotive Gross Margin and Overall Profitability
This was 16.3 percent in Q2, down from 19.2 percent in Q1, and was impacted by warranty charges and some fading regulatory credits. Consensus implies overall gross margin near 18 percent, but a miss here would potentially reinforce concerns about pricing pressure on its vehicles.
Pay attention to energy storage margins as well, especially since Tesla missed GWh expectations, although it was still a strong quarter.
Robotaxi/Cybercab, Unsupervised FSD, and Optimus Progress
The Say questions from retail investors usually focus on these types of projects, and this quarter is no different. Scaling the Cybercab fleet beyond Austin amid the open NHTSA safety review, timeline for Unsupervised FSD in customer cars, Robotaxi unit economics, and Optimus cost per unit plus when it could start generating revenue, are all things to be looking for.
Any concrete timelines or regulatory path details will likely move the stock more than the near-term numbers. SpaceX merger speculation, which was detailed during SpaceX’s earnings call last night, may also surface, although the key details were shared last night.
Elon Musk just confirmed the Tesla and SpaceX merger step everyone was waiting for
Say Investor Questions
- How does the Cybercab fleet scale past Austin, and what’s the regulatory path outside Texas given NHTSA’s open safety review?
- When can we anticipate FSD unsupervised in customer cars?
- When will the CyberCab be available for customer purchase/ownership?
- What’s the unit economics per paid robotaxi mile, and how does it compare to the thirty-cent target?
- Tesla has acknowledged that HW3 vehicles cannot support unsupervised FSD. When will owners know whether they can upgrade their hardware for free, and when will Tesla provide a clear plan?
The full Earnings Call will be streamed this evening after market close around 5 p.m. this evening.
Tesla’s Roadster appearance at SpaceX has merger watchers talking
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