Lyft
Ride-sharing platform connecting riders with drivers
Machine Learning Engineer
+ Equity offering + Bonus
Three days on-site per week are required; hybrid roles may work from anywhere for up to four weeks per year.
About the job
- A Bachelor of Science or Master of Science degree in Computer Science or a related field.
- At least 2 years of experience in machine learning modeling or related fields.
- Experience with deep learning technologies for recommendation systems, including TensorFlow, PyTorch, or similar frameworks.
- Understanding of statistical concepts such as hypothesis testing, regression analysis, and performance evaluation metrics for machine learning.
- Experience translating state-of-the-art machine learning research into production systems.
- Proficiency in Python, Golang, or another programming language.
- Ability to tackle ambiguous problems and deliver solutions at scale.
- Strong communication and interpersonal skills for effective cross-functional collaboration.
- Design, build, and deploy machine learning models for real-time applications, including translating state-of-the-art research into production-ready solutions.
- Design and implement feature pipelines, model training workflows, and serving infrastructure using Lyft's machine learning platform.
- Evaluate machine learning system performance against business key performance indicators, run experiments, and drive continuous model improvement.
- Partner with machine learning engineers, product managers, data scientists, and software engineers to align machine learning initiatives with business goals.
- Leverage data-driven insights to inform and refine machine learning strategies and solutions.
- Write production-level code and participate in code reviews to ensure quality and share knowledge across the team.
About the company
Lyft connects riders with drivers via a mobile app in urban areas in the US and Canada, offering rides, bike and scooter rentals, and ads. Riders request a trip and a nearby driver accepts; Lyft takes a commission from the fare and also earns from rentals, subscriptions like Lyft Pink, and advertising. Lyft differentiates itself by combining multiple mobility options in one app, using a flexible gig-economy driver model, and prioritizing safety and ease of use. Its goal is to provide convenient urban transportation with diverse services while maintaining steady revenue and a positive user experience.
Company Size
10,001+
Company Stage
IPO
Headquarters
San Francisco, California
Founded
2012
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Simplify's Take
What believers are saying
- Q2 2026 gross bookings rose 23% to $5.5 billion, with $177.2 million adjusted EBITDA.
- Lyft generated $319.6 million free cash flow in Q2 2026, showing strong cash conversion.
- Michael Brous becomes CFO September 28, 2026, after years leading Urban Solutions and safety.
What critics are saying
- Waymo's non-exclusive model lets Uber absorb autonomous demand after Nashville pilot.
- Lyft's driver supply remains its cost base, pressuring margins when autonomous rollout stalls.
- Regulatory scrutiny of Tennessee and California TNC data rules threatens operations and disclosure.
What makes Lyft unique
- Lyft and Waymo launched Nashville hybrid dispatch on September 9, 2026.
- Lyft won Sphere Las Vegas exclusivity on September 16, 2026.
- Lyft still dominates U.S. app-based ridesharing with integrated bikes, scooters, and taxis.
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Benefits
Health Insurance
Dental Insurance
Vision Insurance
Mental Health Support
Family Planning Benefits
Unlimited Paid Time Off
401(k) Retirement Plan
Paid Parental Leave
Pre-tax commuter benefits
Hybrid Work Options
Growth & Insights and Company News
6 month growth
↑ 0%1 year growth
↑ 0%2 year growth
↑ 0%Lyft gets exclusive pickup zone as Sphere's rideshare partner. Sphere has inked a multiyear marketing deal with ride-hailing giant Lyft naming an official rideshare partner of the immersive arena. |!| Las Vegas
Sphere and Lyft announce multi-year partnership, naming Lyft an official rideshare partner of the venue. MWN-AI** Summary. Sphere Entertainment Co. (NYSE: SPHR) has entered a multi-year partnership with Lyft (Nasdaq: LYFT), naming Lyft as the official rideshare partner of Sphere. This collaboration aims to enhance the guest experience at Sphere venues, offering Lyft significant brand visibility through digital signage both inside and outside the venue, as well as a designated pickup and drop-off area within Sphere's rideshare lot. Marcus Ellington, Executive Vice President of Ad Sales and Sponsorships at Sphere, emphasized the value this partnership brings, stating that it will connect Lyft with a global audience visiting Sphere. He noted that Lyft is a widely utilized platform, making it a fitting partner to enhance accessibility to Sphere's innovative and immersive entertainment offerings. Jordan Glassberg, Lyft's VP of Partnerships, highlighted that the collaboration would facilitate a seamless and exciting experience for customers from the moment they book a ride to their entry into Sphere. Given Las Vegas's status as a hub for live entertainment, Lyft aims to provide operational excellence at Sphere, a venue that epitomizes iconic entertainment. As part of the partnership, Lyft will gain extensive brand exposure during various events at Sphere, including live residencies and marquee gatherings. This exposure includes IPTV placements and significant signage opportunities, ensuring Lyft is prominently featured both inside the venue and its exterior. Sphere Entertainment Co. is recognized for its leadership in immersive experiences, with current operations centered in Las Vegas and future venues planned in Abu Dhabi and National Harbor. Lyft, founded in 2012, has evolved into a global mobility platform, connecting millions of drivers and riders across various transportation services. This partnership represents an exciting opportunity for both companies to enhance their brand visibility and guest services in one of the world's premier entertainment destinations. MWN-AI** Analysis. The recent multi-year partnership between Sphere Entertainment Co. (NYSE: SPHR) and Lyft (NASDAQ: LYFT) marks a strategic alliance that could serve both companies well amid today's competitive landscape. By naming Lyft as the official rideshare partner for Sphere, the companies are poised to capitalize on the growing demand for seamless transportation options in high-traffic entertainment venues, particularly in Las Vegas, a hub for live events. For Lyft, this partnership enhances brand visibility through multiple channels. Sphere's plan to implement digital signage, dedicated pickup and drop-off zones, and in-app wayfinding features gives Lyft an edge in promoting its services to a captive audience. Given that Las Vegas is one of Lyft's most active markets for live entertainment and event travel, this partnership allows Lyft to penetrate deeper into a lucrative demographic and strengthen its market presence. For Sphere, the association with Lyft signifies an elevated guest experience, aligning with its mission to offer unparalleled live entertainment. The partnership provides Sphere with a reliable transportation solution that can positively impact visitor turnout and overall customer satisfaction. Considering Sphere's ambitious plans for future venues in Abu Dhabi and National Harbor, the integration with Lyft could expand far beyond Las Vegas, leveraging the partnership's success in other markets. Despite Lyft's recent struggles with profitability and competition from other rideshare services, this partnership exemplifies an innovative approach to address operational challenges while enhancing customer service. Investors should closely monitor Lyft's ability to execute this partnership and capitalize on the additional brand visibility and customer engagement opportunities it presents. Overall, while the partnership is promising for both entities, potential investors in SPHR and LYFT should remain cautious, watching for operational performance metrics and market response to gauge long-term viability. **MWN-AI Summary and Analysis is based on asking OpenAI to summarize and analyze this news release. September 16, 2026 08:00:00 am Sphere Entertainment Co. (NYSE: SPHR) and Lyft (Nasdaq: LYFT) announced today a multi-year marketing partnership, naming Lyft as an official rideshare partner of Sphere. The partnership provides Lyft with premier brand integrations and visibility across Sphere's ecosystem, such as in-venue digital signage and out-of-venue signage, a dedicated Lyft pickup and drop-off zone within Sphere's rideshare lot and in-app wayfinding. "At Sphere, we welcome guests from around the world, offering brands unparalleled opportunities to connect with a global audience," said Marcus Ellington, Executive Vice President, Ad Sales and Sponsorships, Sphere. "Lyft has built one of the most widely used rideshare platforms, connecting people to the places and experiences that matter most to them. This partnership provides Lyft meaningful visibility across Sphere's global platform while extending best-in-class services to our guests." "Sphere is redefining what live entertainment can be, and we want getting there to feel just as extraordinary and joyful to our customers. This partnership puts Lyft at the center of that journey from the moment someone requests a ride to the moment they walk through Sphere's doors, we're focused on making it seamless, safe, and genuinely exciting. Las Vegas is one of Lyft's most active markets for live entertainment and event travel, and Sphere is exactly the kind of iconic, high-demand destination where we want to show up at our best. We're proud to bring operational excellence to Sphere Las Vegas, one of the most iconic venues in the world," said Jordan Glassberg, VP of Partnerships, Lyft. As an official rideshare partner, Lyft will receive brand exposure at Sphere during live residencies, Sphere Experiences, and brand and marquee events. This includes in-venue IPTV placements and prominent exposure on exterior venue signage including within the rideshare lot at Sphere, providing high-impact opportunities to engage with audiences both inside and outside the venue. About Sphere Entertainment Co. Sphere Entertainment Co. is a leader in immersive experiences, technology and media. The Company includes Sphere, an experiential medium powered by advanced technologies. The first Sphere opened in Las Vegas, with plans also announced for Sphere venues in Abu Dhabi and National Harbor. In addition, the Company includes MSG Networks, which operates two regional sports and entertainment networks, MSG Network and MSG Sportsnet, as well as a direct-to-consumer and authenticated streaming product, MSG+, delivering a wide range of live sports content and other programming. More information is available at www.sphereentertainmentco.com. About Lyft Whether it's an everyday commute or a journey that changes everything, Lyft is driven by its purpose: to serve and connect. Founded in 2012, Lyft has grown into a global mobility platform offering a mix of rideshare, taxis, private hire vehicles, executive chauffeur services, car sharing, bikes, and scooters across six continents and thousands of cities. Millions of drivers have chosen to earn on billions of rides - helping to create a more connected world, with transportation options for everyone. FAQ**. How does the marketing partnership between Sphere Entertainment Co. and Lyft Inc. LYFT enhance brand visibility for Lyft within Sphere's ecosystem during live events? The marketing partnership between Sphere Entertainment Co. and Lyft Inc. enhances brand visibility for Lyft by integrating its services directly into Sphere's live events, promoting seamless transportation options and increasing exposure to diverse audiences attending the shows. What specific benefits does Lyft Inc. LYFT anticipate from its collaboration with Sphere, particularly regarding audience engagement and brand integration? Lyft Inc. anticipates that its collaboration with Sphere will enhance audience engagement by leveraging immersive experiences and innovative technology, thereby allowing for seamless brand integration and deeper connections with consumers. In what ways could the partnership between Sphere Entertainment Co. and Lyft Inc. LYFT influence consumer behavior in Las Vegas's live entertainment market? The partnership between Sphere Entertainment Co. and Lyft Inc. is likely to enhance consumer convenience and accessibility to live events in Las Vegas, potentially leading to increased attendance and engagement in the entertainment market. How might Lyft Inc. LYFT leverage the advanced technologies used by Sphere to improve the overall customer experience for rideshare users at the venue? Lyft Inc. could leverage Sphere's advanced technologies by integrating immersive experiences and real-time data analytics to optimize ride matching, enhancing user engagement and streamlining the rideshare process for customers at the venue. **MWN-AI FAQ is based on asking OpenAI questions about Lyft Inc. (NASDAQ: LYFT).
Lyft enters robotaxi market with Waymo partnership launching in Nashville. The rideshare company's first major autonomous vehicle deployment lets riders hail Waymo cars through the Lyft app, challenging Uber's head start in the space. an hour ago Sponsored: Vera - AI-powered prediction market intelligence, built for serious analysts Explore Vera Lyft is officially in the robotaxi business. The rideshare company has partnered with Alphabet's Waymo to deploy autonomous vehicles in Nashville, creating the first market where Waymo's self-driving fleet can be hailed through both the Waymo One and Lyft apps simultaneously. The service went live on September 9, 2026, covering core Nashville neighborhoods including Downtown/Broadway, North Nashville/Germantown, East Nashville, Midtown, and South Nashville. Riders can choose from multiple service tiers: Standard, Priority Pickup, Wait & Save, and Extra Comfort. How the dual-app model works. Waymo's fleet of Jaguar I-Pace electric vehicles will be dynamically dispatched based on demand across both the Waymo and Lyft platforms. By pulling demand from two separate rider pools, Waymo and Lyft can theoretically keep utilization rates higher than either app could manage alone. Lyft's subsidiary Flexdrive will handle the behind-the-scenes work from a new 80,000-square-foot operations depot set to open in October 2026. The facility will manage fleet maintenance, charging, and cleaning. Lyft says many of the technicians staffing the depot are former Lyft drivers. The competitive chess match with Uber. This deal positions Lyft squarely against Uber in the autonomous vehicle space, where Uber has been building its own Waymo relationships across multiple cities. Waymo already operates in Phoenix, Atlanta, Austin, Los Angeles, and San Francisco, with Uber serving as a partner in several of those markets. The Lyft-Waymo arrangement is non-exclusive, which means Waymo could theoretically add Uber as another dispatch channel in Nashville later. But for now, Lyft has the distinction of being the only rideshare partner in the city. The partnership traces its roots back to 2017, when Lyft and Waymo first established a non-exclusive agreement. Lyft sold its autonomous vehicle division to Toyota's Woven Planet in 2021 for $550 million, effectively exiting the self-driving development game. What investors are watching. When the partnership was first announced on September 17, 2025, Lyft's stock jumped between 10% and 16%. Human drivers are Lyft's largest cost center, and autonomous vehicles reduce per-ride marginal costs once the fleet is deployed. For Lyft, which doesn't have to bear the cost of developing the self-driving technology itself, the economics could be even more favorable. Nashville is Lyft's second autonomous vehicle market, following a pilot program with May Mobility in Atlanta. Lyft executives have signaled that the Nashville model could be replicated in other cities. The risk for Lyft is dependency: the Lyft-Waymo arrangement is non-exclusive, and Lyft's lack of proprietary self-driving technology means it relies on a subsidiary of Alphabet to keep the arrangement mutually beneficial. Disclosure: This article was edited by Editorial Team. For more information on how Crypto Briefing create and review content, see its Editorial Policy.
bitdrift: Observability optimized to interpret experience on the mobile edge. September 11, 2026 An intellyx brain candy brief. bitdrift prioritizes mobile device-side telemetry capture. local data processing, and cloud-based correlation to provide a real-time observability view of mobile platforms, applications, and IoT/OT devices, in order to improve customer experience and performance for nodes that may not always have perfect connectivity. By now, everyone knows it's a mobile-first world, as 75% of adults in the U.S. are purchasing goods and services through their smartphones - usually in short-lived, momentary sessions. So why treat the observability of the mobile experience like any other web page or system node on the Internet, and expensively feed all data into a cloud-based service? As a spin-out of the well-known rideshare app Lyft, bitdrift now supports more than a billion devices and apparently processes around a trillion logs a day at the edge, using multiple "fixed size ring buffer memory" that can log and process days of activity on a device at little or no cost, without sampling. Operators and engineers can then overlay workflows that define when and how to share data with bitdrift's backend data lake, or their own bucket or cloud compute resources, for investigation, for instance, if latency, performance, or user behaviors are not trending in the right direction. There's a lot more than a "crash report" to look at here. Intellyx hot take: Intellyx appreciate an understated but useful AI strategy, where engineers are in control and can query real-time and historical data with natural language, review slick graphical reports, or automate escalations through Slack with full stack traces. which is particularly important for sussing out the "long tail" of symptoms that can only appear with specific device / OS / network / app / regional / user behavior combinations. Intellyx cold take: What you may not know is that much of the logging capacity of its smartphones, and even IoT devices, is woefully underutilized. Since most mobile sessions are momentary, complete log data about each user action, network communication, and device/OS internal subsystems can be compact enough to store locally and share with upstream observability and incident management systems as needed.
Lindsay Catherine Llewellyn, an executive at Lyft, sold 13,204 shares of Class A common stock on 1 September 2026, according to an SEC Form 4 filing. The transaction was valued at $219,715. The sale was executed automatically under a Rule 10b5-1 trading plan established in June 2026. Such plans allow corporate insiders to sell predetermined numbers of shares at set times to manage personal financial goals. Following the sale, Llewellyn maintains a direct position of 781,152 shares, which includes restricted stock units. The filing indicates she also holds derivative securities. As of the transaction date, Lyft's one-year total return was 3%, with shares closing at $17.35 on 2 September 2026.