Forward Deployed Engineer
About the job
- Strong software engineering experience building and deploying machine learning or artificial intelligence-powered applications.
- A bachelor's, master's, or PhD degree, or equivalent practical experience, in Computer Science, Machine Learning, Computer Graphics, Computer Vision, or a related field.
- Experience with generative artificial intelligence, multimodal systems, computer vision, graphics, or creative technology.
- Strong programming skills in Python and experience with frameworks such as PyTorch.
- Experience turning prototypes and experiments into reliable production systems.
- Familiarity with application programming interfaces, cloud infrastructure, data pipelines, model serving, and enterprise integrations.
- Ability to translate ambiguous customer problems into clearly scoped technical solutions.
- Strong communication skills and experience working with both technical and non-technical stakeholders.
- Ability to balance speed, technical quality, customer value, and scalability.
- Experience with several of the following: generative image or video models; 3D generation, reconstruction, or neural rendering; vector graphics, layout, typography, or design systems; multimodal representation learning; creative software and production pipelines; model customization, fine-tuning, or inference optimization.
- Partner with creative, technical, and business stakeholders to understand their workflows, systems, and goals.
- Identify opportunities to apply generative artificial intelligence across image, video, 3D, vector graphics, and design.
- Build prototypes, integrations, and production-ready solutions that deliver measurable customer value.
- Adapt generative and multimodal models to customer-specific use cases, datasets, brand requirements, and production environments.
- Integrate artificial intelligence capabilities into existing creative tools, content pipelines, and enterprise systems.
- Work with research, product, engineering, and design teams to translate customer needs into technical requirements and product direction.
- Evaluate solutions based on quality, controllability, consistency, reliability, and production usefulness.
- Diagnose technical issues across models, application programming interfaces, data pipelines, infrastructure, and customer integrations.
- Document successful approaches and develop reusable implementation patterns for future deployments.
- Serve as a trusted technical partner throughout discovery, prototyping, implementation, and deployment.
- Experience in forward deployed engineering, solutions engineering, applied artificial intelligence, machine learning engineering, or technical consulting.
- Experience delivering complex technical implementations for enterprise customers.
- Experience in professional creative domains such as visual effects, games, animation, advertising, e-commerce, graphic design, or 3D production.
- Experience integrating artificial intelligence models into creative tools or content-production pipelines.
- Experience with controllable generation, layered editing, multi-view consistency, relightable assets, structured design outputs, or brand-constrained generation.
- Familiarity with model evaluation, graphics processing unit infrastructure, inference optimization, and production monitoring.
- Willingness to travel periodically for customer workshops and strategic engagements.
About the company
Stability AI builds generative AI models and tools for professional creatives in music, gaming, and entertainment. It provides open-weight models like Stable Diffusion and Stable Audio that creators can download or integrate into their workflows, including a DAW plugin and licensed-data training. The company distinguishes itself with artist-centric tools, open-weight models, licensing focus, and enterprise partnerships with major labels and studios to embed AI in professional workflows. Its goal is to empower professional creators with scalable AI-powered tools and expand AI-assisted production across media while building a sustainable, broadly accessible AI ecosystem.
Company Size
51-200
Company Stage
Series B
Total Funding
$307M
Headquarters
London, United Kingdom
Founded
2019
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Simplify's Take
What believers are saying
- On August 25, 2026, Stability closed a $76 million Series B.
- The round lifted total funding to $232 million and added Thomas Laffont to the board.
- Stable Audio 3.0 shipped in May 2026, then added plugin and web upgrades in August.
What critics are saying
- Getty's N.D. California case stays active, with trial set for January 2028.
- Andersen v. Stability AI targets Stable Diffusion training, with trial scheduled for April 2027.
- If licensed audio economics collapse, labels reclaim leverage and Stability's creative moat evaporates.
What makes Stability AI unique
- Stable Audio 3.0 uses fully licensed catalogs from UMG, Sony, and Warner.
- EA, Sony Music, UMG, and Warner hold equity, aligning distribution and training rights.
- DAW plugins place Stability inside Ableton, Logic, and Pro Tools workflows.
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Benefits
Stock Options
Growth & Insights and Company News
6 month growth
1%1 year growth
1%2 year growth
2%Sean Parker rebuilds Stability AI around music tools. By DRULES AI Sean Parker is reshaping Stability AI with a clear focus on music. The company has dropped three new audio models and dedicated AI music-editing software since August, according to statements obtained by The Information and widely discussed on X in the past 24 hours. Parker's Vision for Audio AI. Parker, whose career spans Napster's disruption of the music industry to early Facebook investment, sees music as the next frontier for generative AI. Stability's pivot comes as the broader ecosystem matures. The new models reportedly excel at stem separation, genre fusion, and real-time audio manipulation. The editing software allows creators to upload existing tracks and have AI suggest structural changes, instrument swaps, or vocal replacements while preserving original intent. This isn't random expansion. Industry watchers interpret it as a direct challenge to Suno and Udio's dominance in consumer-facing generation. By emphasizing professional editing tools, Stability aims at working musicians and producers rather than pure hobbyists. Early screenshots circulating on X show an interface that resembles a hybrid of Ableton Live and Midjourney's prompt refinement system. Legal and market context. The move arrives amid ongoing lawsuits against AI music companies over training data. Stability itself faced legal heat over its image generation models; lessons learned appear to be shaping a more cautious but ambitious audio strategy. Parker has reportedly been recruiting audio engineers and negotiating licensing deals with publishers, though specifics remain under wraps. Market reaction on X has been mixed but engaged. Some creators welcome more competition and better tools. Others worry about further saturation of AI-generated content. One prominent AI music account noted that if Stability delivers on professional-grade editing, it could accelerate adoption by commercial studios currently skeptical of the technology. What this means for the ecosystem. With Suno's simultaneous Speech launch, the last 24 hours signal accelerating innovation in the AI audio space. Google's Lyria and smaller players like Riffusion and Flow Music now face pressure to ship meaningful updates or risk being sidelined. The combination of consumer generation tools and pro editing suites could finally push AI music from viral curiosity to legitimate production pipeline. Stability's three new models are said to include one specialized for high-fidelity instrumental layering, another for vocal timbre transfer, and a third for adaptive mixing. The editing suite supports VST-like plugin functionality, potentially allowing integration into existing DAWs. If Parker can execute, Stability could carve out a significant niche between pure generation platforms and traditional music software giants. Bottom line: Sean Parker's strategic overhaul of Stability AI toward specialized music models and editing tools marks a serious industry power move that will force every competitor to raise their game.
Stability AI has raised $76 million to expand into professional music tools, with Sony, Warner and Universal participating in the funding round. The three major record labels also licensed their music catalogues for AI training. The company has released three audio models and AI music-editing software. The tools can generate instrumental tracks or shorter clips from text prompts. An upcoming update will enable users to guide music generation by humming a melody or beatboxing a drum pattern. CEO Prem Akkaraju and Sean Parker are leading the initiative. Parker previously joined an $80 million rescue of the company two years ago, when it focused on image generation.
Sean Parker is rebuilding Stability AI around music. Sean Parker, who once taught the music industry what asking for forgiveness looks like, is now back with the labels' blessing and money. Sean Parker, the Napster co-founder, has jumped back into the music industry, and he tells The Information that he's playing by the rules this time. (Asking for forgiveness rather than permission didn't work out so well last time around, he readily concedes.) Two years ago, he joined an $80 million rescue of Stability AI, the image-generator startup that nearly collapsed after overspending and internal turmoil led to founder Emad Mostaque's ouster. Now Parker and his longtime friend Prem Akkaraju, who became CEO, are taking the wraps off what they've been building. The big idea, Parker says, is to turn Stability into the go-to AI toolmaker for music professionals. Toward that end, in late August, the company announced $76 million in funding from, among others, Sony, Warner, and Universal, which also licensed their catalogs for training as part of the deal. Stability has since released three new audio models and AI music-editing software. The AI can generate whole instrumental tracks or short snippets from text prompts. Parker says an upcoming update will let users hum a melody or beatbox a drum pattern to steer it.
European tech weekly recap: Over €475M invested across 35+ deals. Last week, we tracked more than 35 tech funding deals worth over €475 million and over 5 exits, M&A transactions, rumours, and related news stories across Europe. The top three industries that raised the most were space (€160.9 million), artificial intelligence (€81.2 million), and software (€69.9 million). At the country level, 🇪🇸 Spain took first place (€159 million), followed by 🇬🇧 the UK (€108.6 million) and 🇹🇷 Türkiye (€67 million). Be sure to check out the Tech.eu Funding Explorer, free and open to everyone, for deeper insights into funding data, investor activity, company profiles, and market trends. Now, let's get you up to speed on everything that happened last week. Have a great week! Funding deals by amount. * SPAIN: PLD Space continues stellar year of growth with €158.9M ESA award * UK: Stability AI raises $76M, with Warner and Sony investing * TÜRKİYE: HubX received approximately $75M in investment at a valuation of $1.2B * SWITZERLAND: Adaptyv raises $40M to build automated lab for agentic biology * UK: Livestock tech platform Breedr raises €23M to expand globally * NETHERLANDS: VitalFluid raises €17.2M to protect crops with its "lightning in a box" technology * FRANCE: Dental robotics startup Lupin Dental closes €15M Series A round * SWEDEN: eComID raises €14.6M to build the "shopping passport" for AI-powered personalised commerce * BELGIUM: MAASH secures €12.15M to take mycoprotein production to industrial scale * UK: Certain Energy raises £10M Series A for long-duration battery storage * DENMARK: Lunar co-founders launch AI audit startup Repodo, raising over €8M * NETHERLANDS: AI-native financial services startup Neno secures €6.6M for European expansion * HUNGARY: Edtech BOOKR raises €6.1M Series A to expand global reach * IRELAND: Entity raises $5.8M in seed funding * UK: Boldr raises $5M to turn home energy systems into grid capacity * FRANCE: ColibriTD secures €4M to scale its quantum simulation platform * NORWAY: Volve lands $3M to expand construction tendering AI across Europe * TÜRKİYE: AI-focused game studio Surge Games has secured a $3M investment * UK: Embedd raises €2.3M to build the software infrastructure for physical AI * GERMANY: Kazimi raises €2.2M pre-seed to tackle bot activity in mobile marketing * UK: Itoflow lands $2.5M to scale investment research and portfolio management * SWEDEN: Death-care platform Solace Care raises €2.1M for European expansion * FRANCE: Spacetech startup ArcSpace secures over €2M for in-orbit satellite servicing and repair * SWEDEN: AI Robotics startup Cota Robotics secures over €1.8M to expand retail robot deployment * BELGIUM: Motion lands $2M to expand humanoid robot deployments across Europe * NETHERLANDS: AI-powered hearing care platform Clementine secures €1.7M seed funding * SWEDEN: AI startup Cofactor raises €1M in seed funding * DENMARK: os.energy raises €1M to develop AI-powered tools for household energy use * SWEDEN: Tackling STI testing, Readily Diagnostics raises €811,000 for affordable alternative * GERMANY: ToysReloved secures €425,000 investment * SWEDEN: Aquacheq secures €135,000 to advance smart water technology * SPAIN: The Regional Development Agency is once again investing €100,000 in Vumi to accelerate its commercial expansion * GERMANY: nnexoro secures an undisclosed sum investment * GERMANY: NRW.BANK and several family offices are investing an undisclosed sum in ag-tech.systems * AUSTRIA: Several business angels are investing a six-figure sum in Everleaf * GERMANY: The real estate group Vonovia is investing an undisclosed sum in Immoly Exits and M&A activity. * FRANCE: Nvidia agrees to buy Hugging Face for $12.9B, says report * GERMANY: Berlin-based tax startup b'steuern and Glindway are merging * GERMANY: NEURA Robotics acquires ADLATUS to bring Physical AI to autonomous cleaning * POLAND: Hostersi acquires Polish AI leader TIDK to form unified cloud and AI technology group * AUSTRIA: Wels-based health IT group x-tention acquires majority stake in Innsbruck-based health tech company syndena * GERMANY: Lookthrough acquires BuildingMinds from Schindler * GERMANY: Finnish Boksi acquires Goodlife * SPAIN: Air Marketing acquires Barcelona-based Cleverep to strengthen its activity in Europe * SWITZERLAND: Swiss industrial company Bystronic acquires Isochronic Follow the developments in the technology world. What would you like us to deliver to you?
Major music companies invest in Stability AI as generative music tools expand. 26 Aug 2026 - 07:59 Universal Music Group (UMG), Sony Music Group and Warner Music Group have joined a $76 million Series B funding round for artificial intelligence company Stability AI, giving the three major music companies equity stakes in the developer of generative AI tools. Stability AI CEO Prem Akkaraju. The investment also includes gaming company Electronic Arts, AMD Ventures, Pacific Alliance Ventures, Coatue, Greycroft, Kadmos Capital, Sean Parker and Eric Schmidt. Coatue, Greycroft, Kadmos Capital, Parker and Schmidt also participated in Stability AI's previous funding round. UMG and Warner Music had previously entered strategic partnerships with Stability AI to develop AI tools for music creation. The latest investment extends those relationships while bringing Sony into the company's investor group. The funding follows Stability AI's launch of Stable Audio 3.0, a suite of music-generation models that the company says has been trained using licensed data. The technology can be accessed through a digital audio workstation (DAW) plug-in and the company's Stable Audio platform. Stability AI said the latest funding will support product development for creative production, applied research and its professional services business. The company said the Series B takes its total funding since CEO Prem Akkaraju joined in 2024 to $232 million. "This unmatched group of investors is an affirmation of our vision where generative AI empowers every producer, musician, and storyteller," Akkaraju said. "Stability is unique in the AI field because we are creative people making tools for creatives. Developing industry-defining technology means assembling a team of industry-defining titans, and that's what we have done here." Akkaraju said the investors would provide more than financial backing, citing their industry expertise, credibility and connections with artists. Coatue co-founder Thomas Laffont has also joined Stability AI's board of directors. He said the company was focused on developing creative tools with artists, studios and rights holders. "While others are building generalised AI, Stability AI is building creative tools and doing it alongside the artists, studios, and rights holders whose work defines the field," Laffont said. The investment comes as the music industry continues to negotiate how generative AI should be developed and licensed. UMG announced its strategic alliance with Stability AI in October 2025, while Warner Music announced its partnership with the company the following month. Both agreements focused on developing AI tools using what the companies described as responsible approaches to training and music creation. Stability AI has said that licensed training data is central to its approach to music AI, arguing that "artist-centric AI" must offer a better experience on licensed platforms than on unlicensed ones. The company's emphasis on licensed data comes amid wider copyright disputes surrounding generative AI and the use of creative works to train models. The involvement of UMG, Sony and Warner in Stability AI therefore gives the major music companies a direct financial interest in a company developing AI technology for creative production, while also placing greater emphasis on the industry's ongoing debate over licensing and rights management.