
Fireworks AI · London
ABOUT US: At Fireworks, we’re building the future of generative AI infrastructure. Our platform delivers the highest-quality models with the fastest and most s...
At Fireworks, we’re building the future of generative AI infrastructure. Our platform delivers the highest-quality models with the
fastest and most scalable inference in the industry. We’ve been independently benchmarked as the leader in LLM inference speed and
are driving cutting-edge innovation through projects like our own function calling and multimodal models. Fireworks is a Series C
company valued at $4 billion and backed by top investors including Benchmark, Sequoia, Lightspeed, Index, and Evantic. We’re an
ambitious, collaborative team of builders, founded by veterans of Meta PyTorch and Google Vertex AI.
As an Applied Machine Learning Engineer, you will serve as a vital bridge between cutting-edge AI research and practical,
real-world applications. Your work will focus on developing, fine-tuning, and operationalizing machine learning models that drive
business value and enhance user experiences. This is a hands-on engineering role that combines deep technical expertise with a
strong customer focus to deliver scalable AI solutions.
integration and successful deployment of ML solutions.
human feedback (RLHF or RFT).
serving.
results.
Fireworks AI is an equal-opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for
all innovators.
ABOUT THE ROLE Scale's Global Public Sector team is focused on using AI to address critical challenges facing the public sector around the world. As a Staff Applied AI Engineer, you'll raise the bar for how AI gets built, governed, and evaluated across the team. You'll define standards that other engineers adopt, such as evaluation methodologies for agents and MLOps practices, while acting as the senior technical voice for the most sensitive AI decisions our clients face. What you'll do * Define standards for responsible AI, model governance, and production MLOps that get adopted broadly across the Global Public Sector team * Build or validate the highest-risk parts of strategic AI systems and use those systems to establish standards other teams can adopt. * Architect AI systems designed to prevent systemic failure, and lead the resolution of the most severe incidents tied to model safety or data integrity * Build reusable AI capabilities, such as production-ready agent implementations built on proven architectures, fine-tuned models, or evaluation methodologies, that other engineers and clients can build on * Advise on which new AI developments are worth adopting, and help set the technical roadmap for the domain * Act as the senior technical partner to client leadership on AI strategy * Coach Senior Applied AI Engineers, delegate ownership of technical domains, and build systems and practices that enable multiple teams to deliver safer AI * Contribute to recruiting and representing Scale's AI work externally What we look for * 7+ years of engineering experience, with a multi-year track record owning AI/ML systems in production * Experience judging the quality of training data, selecting the right adaptation method for a given model, evaluating fine-tuning results, and balancing serving cost, latency, and quality trade-offs * Experience owning an AI-powered product end to end, including direct involvement in the AI's behaviour rather than implementing ML work scoped by another team * A track record of establishing standards that outlived the projects they were built for, such as an evaluation methodology, an MLOps practice, or an architectural pattern * Comfort operating with executive-level clients and leadership, including defending a technical position under pressure * Deep experience with regulated, sovereign, or on-premise AI deployment, including hallucination mitigation and auditability Where this role sits Your primary accountability covers production AI behaviour, its backend integration, and the evaluation required for a specific customer. Senior Full-Stack Engineers own the complete user-facing application and its infrastructure. ML Research Engineers lead novel agent architecture and the benchmark methodology used across accounts. The roles work together on agents and evaluation, with accountability set by the scope of the problem. The Public Sector context Location, travel, and vetting requirements vary by assignment. Some UK assignments require BPSS screening and may require SC or DV clearance. Requirements depend on the account and each candidate's circumstances. We discuss assignment-specific eligibility early in the hiring process. PLEASE NOTE: Our policy requires a 90-day waiting period before reconsidering candidates for the same role. This allows us to ensure a fair and thorough evaluation of all applicants. About Us: At Scale, our mission is to develop reliable AI systems for the world's most important decisions. Our products provide the high-quality data and full-stack technologies that power the world's leading models, and help enterprises and governments build, deploy, and oversee AI applications that deliver real impact. We work closely with industry leaders like Meta, Ernst & Young, Mayo Clinic, Time Inc., the Government of Qatar, and U.S. government agencies including the Army and Air Force. We are expanding our team to accelerate the development of AI applications. We believe that everyone should be able to bring their whole selves to work, which is why we are proud to be an inclusive and equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability status, gender identity or Veteran status. We are committed to working with and providing reasonable accommodations to applicants with physical and mental disabilities. If you need assistance and/or a reasonable accommodation in the application or recruiting process due to a disability, please contact us at accommodations@scale.com. Please see the United States Department of Labor's Know Your Rights poster [https://www.eeoc.gov/sites/default/files/2023-06/22-088_EEOC_KnowYourRights6.12ScreenRdr.pdf] for additional information. We comply with the United States Department of Labor's Pay Transparency provision. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of job opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with our internal policies and programs designed to protect personal data. Please see our privacy policy [https://scale.com/legal/privacy] for additional information.
With 1,000+ intelligence professionals serving over 1,900 clients worldwide, Recorded Future is the world’s most advanced, and largest, intelligence company! We’re looking for an experienced Product Manager to lead our Threat Intelligence Analytics domain — the foundation that powers Recorded Future’s intelligence platform. This role focuses on the collection, transformation, and analysis of global threat data across technical signals — ensuring the intelligence we deliver to customers is comprehensive, timely, and accurate. You’ll own the product strategy and roadmap for our intelligence data pipelines and analytics framework, working across multiple technical product teams. You’ll be responsible for defining priorities, driving alignment, and ensuring our backend data systems deliver measurable value. This is a high-impact role for a technically fluent, strategic product manager who thrives on building data systems that scale, integrate, and continuously improve. WHAT YOU'LL DO: * Own the product strategy and roadmap for the intelligence data lifecycle — from collection through transformation, enrichment, and analytics. * Align and prioritize across multiple backend teams, balancing platform scalability with intelligence impact. * Define and track key data quality metrics, including coverage, freshness, accuracy, enrichment value, and signal-to-noise ratio. * Translate intelligence needs into technical requirements for data scientists, ML engineers, and pipeline developers. * Collaborate with Threat Intelligence and engineering leadership to identify and deliver high-impact data and analytics capabilities. * Prioritize ingestion and analysis improvements that most enhance downstream products such as entity risk scoring, malware intelligence, and attack surface correlation. * Partner with platform and data infrastructure teams to ensure reliable, observable, and efficient analytics frameworks at scale. * Represent the data layer in cross-functional planning and ensure alignment with UI, integrations, and customer-facing initiatives. * Establish data quality frameworks and observability standards to ensure transparency and trust in intelligence outputs. * Champion innovation in threat intelligence data collection and analysis, exploring emerging approaches in multimodal analytics and LLM-driven extraction. WHAT YOU'LL BRING: * Data-Driven Product Thinker with experience managing large-scale data or analytics systems. * Strong Technical Acumen, able to engage with data pipelines, ML workflows, and backend architecture. * Experienced Cross-Team Leader, skilled at aligning multiple engineering and data teams around shared goals. * Familiar with Threat Intelligence or Cyber Data Domains, including structured and unstructured sources such as text, imagery, and network telemetry. * Knowledge of AI/ML, NLP, and Data Analytics, particularly as applied to extraction, classification, or clustering. * Strategic Prioritizer who can focus limited resources on the most impactful initiatives. * Excellent Communicator with the ability to bridge technical and strategic discussions across teams. * Customer-Oriented Mindset, understanding how backend data decisions translate into intelligence quality and customer value. * Outcome-Oriented, pragmatic, and comfortable driving progress in complex, technical environments. * Experience: 6+ years in product management or technical program management, ideally within cybersecurity, AI/ML, or large-scale data products. Why should you join Recorded Future? Recorded Future employees (or “Futurists”), represent over 40 nationalities and embody our core values of having high standards, practicing inclusion, and acting ethically. Our dedication to empowering clients with intelligence to disrupt adversaries has earned us a 4.6-star user rating on G2 and more than 50% of Fortune 100 companies as customers. Want more info? Blog & Podcast [https://www.recordedfuture.com/blog/]: Learn everything you want to know (and maybe some things you’d rather not know) about the world of cyber threat intelligence Linkedin [https://www.linkedin.com/company/recorded-future/], Instagram [https://www.instagram.com/recordedfuture/] & Twitter [https://twitter.com/RecordedFuture]: What’s happening at Recorded Future The Record [https://therecord.media/]: The Record is a cybersecurity news publication that explores the untold stories in this rapidly changing field Timeline [https://www.recordedfuture.com/our-story]: History of Recorded Future Recognition [https://www.recordedfuture.com/why-recorded-future#industry--culture-awards]: Check out our awards and announcements [https://www.youtube.com/watch?v=2WhmRNPWIRk] We are committed to maintaining an environment that attracts and retains talent from a diverse range of experiences, backgrounds and lifestyles. By ensuring all feel included and respected for being unique and bringing their whole selves to work, Recorded Future is made a better place every day. If you need any accommodation or special assistance to navigate our website or to complete your application, please send an e-mail with your request to our recruiting team at careers@recordedfuture.com [careers@recordedfuture.com] Recorded Future is an equal opportunity and affirmative action employer and we encourage candidates from all backgrounds to apply. Recorded Future does not discriminate based on race, religion, color, national origin, gender including pregnancy, sexual orientation, gender identity, age, marital status, veteran status, disability or any other characteristic protected by law. Recorded Future will not discharge, discipline or in any other manner discriminate against any employee or applicant for employment because such employee or applicant has inquired about, discussed, or disclosed the compensation of the employee or applicant or another employee or applicant. Recorded Future does not administer a lie detector test as a condition of employment or continued employment. This is in compliance with the law of the Commonwealth of Massachusetts, and in alignment with our hiring practices across all jurisdictions. Recorded Future maintains a drug-free workplace. Note: Our interview process for all final-round candidates requires a mandatory in-person interview or a live, scheduled video conference with the hiring manager. We do not conduct interviews via instant messaging or text. All communications during the application process will come from individuals within our HR department via their Recorded Future email address. ---------------------------------------------------------------------------------------------------------------------------------- Notice to Agency and Search Firm Representatives: Recorded Future will not accept unsolicited resumes from any source other than directly from a candidate. Any unsolicited resumes sent to Recorded Future, including those sent to our employees or through our website, will become the property of Recorded Future. Recorded Future will not be liable for any fees related to unsolicited resumes. Agencies must have a valid written agreement in place with Recorded Future's recruitment team and must receive written authorization before submitting resumes. Submissions made without such agreements and authorization will not be accepted and no fees will be paid.
ABOUT BARINGA Baringa is a global consulting firm that partners with leaders to drive change and create value. With deep industry expertise, and enabled by advanced technology, the firm helps clients to deliver with greater confidence and certainty. With over 2,000 people across the UK, Europe, North America, Asia and Australia, the firm combines global insight with local understanding. The firm works across energy and resources, financial services, government and public sector, consumer products and retail, pharmaceuticals and life sciences, manufacturing, and technology, media and telecoms, with capabilities spanning strategy, transformation and operational excellence – all powered by advanced technology, data, AI and digital innovation. Clients value Baringa’s collaborative approach and the way its teams integrate seamlessly – all working with a shared understanding of what matters most. The firm is known for its kind, curious experts who listen closely and care deeply about client success as they help clients transform energy markets, modernise financial platforms, expand telecoms and digital networks through advanced data analytics, enable digital services in government, and unlock growth in consumer sectors. Certified as a Great Place to Work around the world, Baringa has been recognised by the Financial Times in 22 categories of its UK Leading Management Consultants rankings, and by Forbes for four consecutive years as one of the World’s Best Management Consulting Firms. OUR GOVERNMENT PRACTICE ARE LOOKING FOR AN EXPERIENCED CONSULTANT/SENIOR CONSULTANT TO JOIN THE TEAM. Our Government practice is looking for a Consultant or Senior Consultant to join our growing AI team, working across government departments and public sector organisations - with Health as one of our core areas of focus. We are looking for curious, proactive individuals who are passionate about practical, real-world AI adoption. You won't just talk about AI transformation in the abstract; you will help clients explore how AI can be applied to real operational challenges, support the development of AI-enabled services and processes, and contribute to meaningful change across the public sector. Working alongside experienced colleagues and client teams, you will help bridge the gap between what AI can do and what can be successfully implemented in complex public sector environments. Through analysis, stakeholder engagement, workshops and practical demonstrations, you will help make AI transformation tangible, accessible and valuable for our clients. WHAT YOU WILL BE DOING * Process Reimagination: Support clients in exploring how services, processes and ways of working could evolve in an AI-enabled environment, helping them move beyond traditional approaches and identify practical improvements. * AI Opportunity Identification: Work with client teams to identify opportunities where AI can improve outcomes, efficiency and service delivery, helping assess feasibility, risks and potential value. * Demo-Led Engagement: Use hands-on demonstrations, workshops and practical examples to help stakeholders understand AI capabilities and limitations, building confidence through tangible proof points rather than theory. * Research & Insight Development: Maintain awareness of developments across GenAI tools, AI-enabled services and public sector adoption trends, translating emerging capabilities into practical insights for clients and engagement teams. * Client Delivery: Take ownership of high-quality deliverables including assessments, adoption roadmaps, operating model recommendations, governance frameworks, workshop outputs and transformation plans. * Stakeholder Engagement: Build trusted relationships with clients, colleagues and third parties, supporting workshops, interviews and working sessions that help shape AI-enabled change. * Best Practice Development: Contribute to the development and continuous improvement of Baringa's AI methodologies, playbooks, frameworks and reusable assets, helping strengthen our Government AI capability. * Business Development Support: Contribute to proposals, thought leadership, credential development and client opportunities, helping identify where AI capabilities can create additional value for clients. * Team Contribution: Actively participate in Baringa's internal AI initiatives, sharing knowledge and supporting capability development across the wider Government practice. YOUR SKILLS AND EXPERIENCE * Experience working within consulting, government, healthcare, local government or wider public sector environments, with exposure to transformation, digital, data or technology-enabled change. * Understanding of how government organisations operate, including the practical constraints associated with governance, information security, data privacy and operational delivery. * Strong interest in AI adoption and practical experience using leading AI ecosystems such as Microsoft Copilot, ChatGPT, Claude or equivalent tools within day-to-day work. * Experience supporting organisations in the adoption of new technologies, digital tools, operating model changes or transformation initiatives. * Strong analytical and problem-solving skills, with the ability to structure complex issues and develop practical recommendations. * Experience creating high-quality client-facing deliverables, presentations, reports and workshop materials. * Ability to build trusted relationships with client stakeholders and collaborate effectively within multidisciplinary teams. * A proactive approach to learning, with curiosity about emerging AI developments and their practical application in public sector settings. * Commitment to the responsible use of AI, with an appreciation of governance, risk and ethical considerations associated with AI adoption. * A pragmatic mindset that focuses on creating measurable value and tangible outcomes rather than pursuing technology for its own sake. WHAT A CAREER AT BARINGA WILL GIVE YOU PUTTING PEOPLE FIRST. BARINGA IS A PEOPLE FIRST COMPANY AND WELLBEING IS AT THE FOREFRONT OF OUR CULTURE. WE RECOGNISE THE IMPORTANCE OF WORK-LIFE BALANCE AND FLEXIBLE WORKING AND PROVIDE OUR STAFF AMAZING BENEFITS. SOME OF THESE BENEFITS INCLUDE: * Generous Annual Leave Policy: We recognise everyone needs a well-deserved break. We provide our employees with 5 weeks of annual leave, fully available at the start of each year. In addition to this, we have introduced our 5-Year Recharge benefit which allows all employees an additional 2 weeks of paid leave after 5 years continuous service. * Flexible Working: We know that the ‘ideal’ work-life balance will vary from person to person and change at different stages of our working lives. To accommodate this, we have implemented a hybrid working policy and introduced more flexibility around taking unpaid leave. * Corporate Responsibility Days: Our world is important to us, so all our employees get 3 every year to help social and environmental causes and increase our impact on the communities that mean the most to us. * Wellbeing Fund: We want to encourage all employees to take charge and prioritise their own wellbeing. We’ve introduced our annual People Fund to support this by offering every individual a fund to support and manage their wellbeing through an activity of their choice. * Profit Share Scheme: All employees participate in the Baringa Group Profit Share Scheme so everyone has a stake in the company’s success. DIVERSITY AND INCLUSION We are proud to be an Equal Opportunity Employer. We believe that creating an environment where everyone feels a sense of belonging is central to our culture and that diversity is paramount to driving creativity, innovation, and value for our clients and for our people. AN AWARD-WINNING WORKPLACE You can be a part of our ‘Great Place to Work’ – with our commitment to women and well-being in the workplace for all. Click here [https://www.baringa.com/en/impact/awards/] to see some of our recent awards and how we’ve achieved this. USING BUSINESS AS A FORCE FOR GOOD. We maintain high standards of environmental performance and transparency, which can be seen through our commitment to Net Zero with our SBTI-verified Scope 1, 2 and 3 emissions reduction targets and our support of the Better Business Act. We report our progress publicly and ensure that we are also externally assessed and scored through organisations like CDP and EcoVadis - helping us to continually identify where we can improve. We have a long legacy of supporting the communities in which we work, and offer a variety of ways to contribute, by putting people first and creating impact that lasts. Our Corporate Social Responsibility (CSR) agenda is about giving back to the communities in which we live and work by sharing our skills, talent and time. In essence, we aim to empower and encourage everyone in the firm to contribute to the things we care about, and support registered charities and organisations with a clear social or environmental purpose to increase the positive impact they can have. JOIN US All applications received will be reviewed by a member of our Talent Acquisition team. We never rely solely on automated screening or AI tools to make hiring decisions. Your application will be considered for employment without regard to race, ethnicity, religion, gender, gender identity or expression, sexual orientation, nationality, disability, age, faith or social background. We do not filter applications by university background and encourage those who have taken alternative educational and career paths to apply. We would like to actively encourage applications from those who identify with less represented and minority groups. We operate an inclusive recruitment process, ensuring reasonable adjustments where needed. Please contact a member of our Recruitment Team to discuss further. BARINGA PRIVACY NOTICES For UK & EU Your personal data will be retained by Baringa for up to two years, in accordance with our UK Recruitment Privacy Notice / [https://www.baringa.com/globalassets/careers/dp-004-ukrpn---uk-recruitment-privacy-notice-pdf.pdf]EU Recruitment Privacy Notice [https://www.baringa.com/globalassets/careers/dp-005-eurpn---eu-recruitment-privacy-notice-pdf.pdf], to evaluate your application and meet our legal and reporting obligations. In line with the General Data Protection Regulation (GDPR), you have the right to request access to, rectification, or erasure (subject to legal limitations) of your personal data. For more information, please contact us at privacy@baringa.com [privacy@baringa.com] For the USA Your personal data may be retained by Baringa for up to two years, as outlined in our Recruitment Privacy Notice (AMER & APAC) [https://www.baringa.com/globalassets/careers/dp-007-nerpn-amer--apac-recruitment-privacy-notice-word.pdf], to support the recruitment process and internal reporting requirements. Where applicable, and in accordance with relevant federal and state laws, you may have the right to request access to or correction of your personal information. For further details, please contact privacy@baringa.com [privacy@baringa.com] For Australia & Singapore Your personal data will be retained by Baringa for up to two years, in accordance with our Recruitment Privacy Notice (AMER & APAC) [https://www.baringa.com/globalassets/careers/dp-007-nerpn-amer--apac-recruitment-privacy-notice-word.pdf], to assess your application and meet applicable reporting and legal obligations. In line with the Australian Privacy Act and Singapore’s Personal Data Protection Act (PDPA), you may have rights to access, correct, or request limited deletion of your personal data. For more information, please contact us at privacy@baringa.com [privacy@baringa.com]