Big Data Engineer with Spark

Join the Revolution at ALSO.At ALSO, we are pioneers in electric mobility, initially established as a part of Rivian. Our dynamic team is made up of builders, dreamers, and innovators dedicated to crafting revolutionary vertically integrated small electric vehicles (EVs) that tackle the mobility challenges of today and tomorrow. Our mission is to encourage everyone to switch to ALSO, transforming local car, truck, and SUV travel into rides on more affordable, enjoyable, and significantly more efficient vehicles, boasting efficiency improvements of 10-50 times.We are actively seeking a Vehicle Modeling and Data Analyst Engineer to play a pivotal role in ensuring the reliability of our cutting-edge electric mobility vehicles throughout their development lifecycle. As a Physical Systems Modeling & Data Analyst, you will connect theoretical modeling with actual performance. Your responsibilities will include building and enhancing physics-based and data-driven models of vehicle systems such as powertrains, batteries, thermal management, and structural components. You will analyze telemetry and fleet data to guide engineering design choices, testing protocols, and product development.

Rivian and Volkswagen Group Technologies brings together two major automotive innovators focused on advancing mobility. The partnership works on a range of technology solutions, including operating systems, zonal controllers, and cloud connectivity. The goal is to address the unique challenges of electric vehicles and set new standards for software-defined vehicles worldwide. With expertise in connectivity, artificial intelligence, and security, the team aims to create smarter, more connected, and sustainable mobility solutions. Role overview The Vehicle Data Services team seeks a Lead Staff Software Engineer to help drive the Cloud Data Platform. This position centers on building scalable and reliable Data Services that move data between backend systems and vehicles. The work involves supporting high-throughput telemetry, managing both streaming and batch data, maintaining a data model registry, and coordinating fleet-wide push updates. What you will do Design, develop, and maintain high-performance, low-latency distributed systems for vehicle data services Support telemetry systems that handle streaming and batch data Oversee the data model registry and manage fleet push updates Shape the interaction between Cloud and Mobile services with vehicles and other cloud systems Collaborate with cross-functional teams to solve complex technical challenges Contribute to the architecture and software for next-generation Software Defined Vehicles (SDVs) Requirements Experience designing and developing distributed systems Ability to work on high-throughput data platforms and telemetry systems Strong collaboration skills for working with cross-functional teams Background in supporting cloud and mobile service integration with vehicles

Rivian and Volkswagen Group Technologies have partnered to advance electric vehicle technology. This collaboration focuses on operating systems, zonal controllers, cloud-based services, and vehicle connectivity. Both companies share a commitment to setting new standards for software-defined vehicles, aiming to deliver smarter and more sustainable transportation. By combining expertise in connectivity, artificial intelligence, and cybersecurity, the partnership is working to create more connected and intelligent vehicles. The goal is to open up new possibilities for the automotive industry worldwide. Role overview The System Integration Engineer, Vehicle Systems, plays a central part in the vehicle development process. This role is responsible for integrating and validating software systems throughout all stages, from early prototypes to final customer delivery. Work covers the entire software stack, including both low-level drivers and user-facing applications. Key responsibilities involve bridging the transition from early mule builds to production vehicles, supporting smooth feature integration, and ensuring overall system reliability. The engineer must understand vehicle software architecture and make real-time prioritization decisions to keep development moving forward, strengthen testing, and reduce program risks. What you will do Integrate and validate software systems across all phases of vehicle development Support seamless feature integration from prototype to production Ensure system reliability and address issues that could impact the entire vehicle Prioritize tasks in real time to improve testing and minimize risks Requirements Strong problem-solving skills Ability to tackle unfamiliar technical challenges Experience connecting component-level issues to system-wide impacts Comprehensive understanding of vehicle software architecture Location Palo Alto, California

Position OverviewJoin our innovative team at Nace.ai as we push the boundaries of artificial intelligence through cutting-edge research in large language models (LLMs) and vision-language models (VLMs). We are in search of a talented AI Research Engineer with a strong focus on adaptive learning methodologies, including meta-learning and hypernetworks. Your role will encompass the design and implementation of advanced architectures for dynamic model adaptation, enhancing model reasoning capabilities, and effectively sharing insights with both research and engineering teams.Essential Qualifications:Demonstrated experience with LLMs or VLMs in both research and production environments.Strong foundational knowledge in Natural Language Processing, Machine Learning, or related fields, particularly in language model development.A proven history of tackling complex challenges in language understanding and generation, employing rigorous quantitative methods.Exceptional communication skills for conveying research findings to varied technical audiences.Proficiency in Python and familiarity with deep learning frameworks such as PyTorch, JAX, or TensorFlow, alongside experience in distributed training and model optimization.Desirable Qualifications:PhD in Computer Science, Computational Linguistics, or a closely related discipline with an emphasis on language models and adaptive learning frameworks.Substantial research and engineering background with LLMs/VLMs, particularly in meta-learning or parameter-efficient adaptation, supported by grants, fellowships, patents, or contributions to open-source initiatives.First-author publications in recognized peer-reviewed conferences (ACL, EMNLP, NeurIPS, ICML, ICLR) or journals focusing on language models, meta-learning, hypernetworks, or adaptive AI.Preferred Technical Expertise:In-depth research knowledge in LLM reasoning, hypernetworks, multi-task learning, meta-learning, and the design of innovative LLM adaptation techniques, including online continual learning.

About the Team: The Information Technology team at Rubrik is pivotal in shaping business processes, enhancing employee experience, and leveraging technologies to scale our organization beyond $1 billion. This dedicated team drives operational efficiencies across the enterprise by centralizing the management of Infrastructure, Technology, and Data. The IT team guarantees all stages of the software development lifecycle occur within a secure environment while meticulously overseeing the implementation of essential processes and governance. They are not just champions of Rubrik but also serve as primary users of the Engineering teams' offerings. Rubrik Corp IT operates entirely on a Software as a Service (SaaS) model, with no on-premises solutions. The IT team accelerates the enhancement of business value and optimizes daily operations through a diverse portfolio of SaaS applications, including Salesforce.com, Oracle Netsuite, Workday, Snowflake, Etrade, Jitterbit, and Allocadia. Their commitment to delivering high-velocity business outcomes is backed by a 100% system uptime, supported by agile, streamlined, and cohesive cloud architectures. About the Role: Become a part of our Data Engineering and Analytics team at our Palo Alto headquarters, where you will design and implement the data infrastructure that supports our General and Administrative (G&A) business functions. In this impactful role, you will manage the entire lifecycle of data initiatives, transforming complex business requirements into scalable data models and delivering insightful analytics that guide critical decision-making. You will work closely with stakeholders across Go-To-Market (GTM) programs, Product Operations, Pricing, and Treasury, facilitating precise reporting, operational transparency, and strategic planning. Your contributions will directly aid directors and senior leaders within Sales and G&A, shaping revenue growth, strategy, and operational effectiveness through reliable, data-informed decisions. What You'll Do: Business Partnership & Delivery: Act as a data partner across GTM and G&A business functions, leading high-impact projects from analysis to successful completion. Requirements Discovery: Conduct in-depth engagement sessions with stakeholders to convert business queries into actionable technical roadmaps, ensuring data solutions effectively address core strategic challenges. Architectural Excellence: Design and refine scalable data pipelines and advanced dbt models in Snowflake. Develop a robust Semantic layer to standardize metric definitions and ensure alignment across diverse G&A data sources. Advanced Analytics & Visualization: Produce executive-level narratives using Tableau. Transform raw data into proactive analytical tools that enhance insight and decision-making.

Join ALSO as a Staff Vehicle Test Engineer!At ALSO, we are pioneers in electric mobility, originally founded as part of Rivian. Our dedicated team of builders, dreamers, and innovators is committed to designing innovative small electric vehicles (EVs) that tackle today’s and tomorrow’s mobility challenges. Our goal is to encourage everyone to choose ALSO, replacing conventional vehicles with more affordable, enjoyable, and significantly more efficient options—10 to 50 times more efficient!As a Staff Vehicle Test Engineer, you will be instrumental in shaping the reliability and durability testing of our vehicles.Your Responsibilities:Establish and implement vehicle durability and environmental test targets, collaborating with engineering teams across various systems.Assist in test planning and execution for fleet validation activities, focusing on edge case extraction, localized product testing, and data collection.Define and track Key Performance Indicators (KPIs) to enhance product usage metrics.Support vehicle integration and the setup, configuration, and operation of measurement equipment.Conduct vehicle-level testing for software features, assessing performance, functionality, and stability.Ensure traceability and assist with defect management and prioritization.Aid in the planning and execution of vehicle tests to meet homologation requirements.Your Qualifications:Bachelor's or Master’s degree in Mechanical Engineering, Electrical Engineering, Computer Science, or a related discipline.Five or more years of experience in systems test engineering, vehicle testing, or durability testing.Proficiency in instrumentation and data collection techniques (e.g., accelerometers, strain gauges, data logging).Strong understanding of systems engineering processes and methodologies.Experience with vibration, shock, thermal cycling, and environmental testing.Familiarity with homologation and durability testing processes.

Join xai as a Senior Data Analyst specializing in Fraud and Anti-Money Laundering (AML). In this pivotal role, you will leverage data-driven insights to combat financial crimes, utilizing advanced analytical techniques to identify suspicious activities. Your expertise will contribute to the development of sophisticated models and systems that enhance our fraud detection capabilities.

Join Array Labs, a pioneering company that develops cutting-edge radar systems to enhance our understanding and response to global changes.Our ambitious project involves deploying a coordinated fleet of radar satellites aimed at generating a high-resolution 3D map of Earth. This real-time data will empower governmental and commercial organizations to make informed, swift decisions in disaster response, infrastructure resilience, and critical geopolitical intelligence.At Array Labs, we handle the design and construction of our satellites from start to finish, creating the most advanced Earth observation satellites in the world. Our fleet promises unparalleled accuracy, coverage, and responsiveness, delivering essential insights precisely where they are needed most.

AI Research Engineer, World ModelsPalo Alto, CA (On-site)About 1XAt 1X, we are pioneering the development of humanoid robots designed to collaborate with humans, addressing labor shortages and fostering abundance across various industries.The RoleAs an AI Research Engineer specializing in world models, you will create expansive multi-modal generative models that project future sensor inputs and robotic actions derived from historical data. These foundational models empower robots to comprehend and navigate complex real-world environments. Your responsibilities will span data engineering, model architecture, and deployment, with the goal of enhancing robot autonomy. This position merges innovative research with pragmatic product development, challenging the boundaries of robotic intelligence.

About ALSO.At ALSO, we are revolutionizing electric mobility. Founded as an innovative offshoot of Rivian, our dedicated team of builders, visionaries, and innovators is committed to designing cutting-edge, vertically integrated small electric vehicles (EVs) that address the global mobility challenges of today and tomorrow. Our mission is to inspire communities to embrace ALSO, transforming local transportation by replacing conventional cars, trucks, and SUVs with more affordable, enjoyable, and significantly efficient options—10 to 50 times more efficient, to be precise.We are on the lookout for a Senior Staff Vehicle Controls Engineer who will take charge of the design and development of our world-class vehicle control systems. This pivotal role involves overseeing the entire software development lifecycle, from concept and modeling to validation and deployment. You will bring strong technical leadership in control architecture, estimation, and algorithm development, influencing the next generation of vehicle control systems in a dynamic and collaborative setting. Your work will span software, firmware, electrical, and vehicle domains to tackle complex engineering challenges.Your ResponsibilitiesDefine and spearhead the architecture and development of vehicle control systems, including motion management, stability control, and related functions.Take ownership of system-level control strategies and interface definitions across control, firmware, electrical, and vehicle domains.Develop and guide control algorithms and state estimators for vehicle control applications.Establish handling metrics, define objective maneuvers, and create performance evaluation methodologies.Construct and maintain high-fidelity simulation models to validate estimators, observers, and control solutions.Lead the development of state estimation and sensor fusion techniques that support vehicle controls (e.g., IMU, GPS, WSS integration).Craft control architectures for distributed or multi-controller systems and ensure scalability across various programs.Proactively identify technical risks and implement mitigation strategies throughout the project lifecycle.Drive system-level integration and troubleshoot issues across software, firmware, and vehicle domains.Offer technical leadership and mentorship to the controls team, evaluating architecture and algorithm designs.Promote continuous improvement of control development workflows, tools, and automation processes.

About ALSOAt ALSO, we are pioneers in electric mobility, originally established as a part of Rivian. Our dedicated team is made up of builders, dreamers, and innovators who are committed to developing unique and integrated small electric vehicles (EVs) that address the mobility challenges of both today and the future. Our goal is to encourage everyone to choose ALSO, replacing numerous local car, truck, and SUV journeys with more affordable, enjoyable, and significantly more efficient alternatives—10 to 50 times more efficient.We are currently seeking a Senior Staff Vehicle Dynamics Simulation Engineer to spearhead the development and maintenance of high-fidelity vehicle models that focus on ride quality, handling, braking, steering, and stability analysis.

About ALSO.At ALSO, we are pioneers in electric mobility, having evolved from our origins with Rivian. Our dynamic team comprises builders, visionaries, and innovators dedicated to developing groundbreaking vertically integrated small electric vehicles (EVs) that address the pressing mobility challenges of today and tomorrow. Our goal is to inspire people to choose ALSO, effectively reducing local car, truck, and SUV usage with vehicles that are not only more affordable but also offer a significantly enhanced and efficient experience—10 to 50 times more efficient, to be precise.As the Firmware Integration Lead for our cutting-edge autonomous vehicle initiative, you will take charge of firmware integration for our commercial delivery partnership program. This pivotal role requires you to oversee vehicle-level firmware integration, as well as define and establish a novel, high-performance Vehicle Control Unit (VCU) architecture tailored to our unique EV platform. You will collaborate closely with firmware engineers across various platform teams to ensure alignment in module development, integration, validation, and timely releases necessary for vehicle production and launch.As the lead for firmware integration across a diverse array of electronic control units (ECUs) and compute domains, you will guide technical decisions at the vehicle level, ensuring seamless collaboration of pod-level firmware efforts within the overall system. This is a hands-on technical leadership position ideal for someone who excels in architecture, debugging, strategic planning, and cross-functional execution.Your ResponsibilitiesServe as the primary point of contact for vehicle-level firmware integration within the autonomous vehicle program.Lead the definition, development, and maturation of a new high-compute VCU architecture distinct from existing vehicle platforms.Collaborate closely with firmware engineers in platform pods to harmonize development priorities, integration objectives, and delivery timelines.Drive integration planning for sprints and milestones, focusing on feature readiness, merge strategies, release coordination, and stakeholder communication.Manage end-to-end system integration across distributed ECUs, ensuring proper interface definitions, handshaking, startup sequencing, power management, diagnostics, and fault handling.Contribute directly to firmware and interface development as needed, particularly in areas that facilitate system integration and vehicle readiness.Engage cross-functionally with Electrical, Mechanical, Systems, Test, Validation, Autonomy, and Program teams to define interfaces, troubleshoot issues, and rapidly address gaps.

Join the Team at ALSOAt ALSO, an innovative electric mobility company that emerged from Rivian, we are a dynamic group of creators, innovators, and problem solvers. Our focus is on designing groundbreaking electric vehicles (EVs) that are not only affordable and enjoyable to ride but also significantly more efficient than conventional vehicles—helping to tackle the mobility challenges of today and tomorrow.We are currently seeking a Senior Staff Electrical Engineer, Vehicle Architecture to spearhead the development of advanced electronic systems for our micromobility platforms.Your Role and ResponsibilitiesLead the electrical architecture design for our micromobility platforms, focusing on power distribution, energy storage, computing, sensors, lighting, safety systems, and connectivity modules.Create and define vehicle block diagrams, interfaces, and design standards that promote modularity and facilitate reuse across different vehicle lines.Analyze performance, cost, reliability, and regulatory compliance trade-offs to optimize system design.Provide strategic technical direction to systems, electrical, firmware, and cable harness engineering teams.Champion design for manufacturability, reliability, serviceability, and safety from initial concept through to production.Conduct design reviews and ensure adherence to architectural standards throughout the product lifecycle.Collaborate with mechanical, firmware, and manufacturing engineers to seamlessly integrate electrical systems into our vehicle platforms.Engage with suppliers and technology partners to assess and qualify new components and subsystems.Work closely with product management to align architectural strategies with business objectives and market trends.Stay abreast of emerging technologies in batteries, connectivity, sensors, and multimedia systems to inform our future product roadmaps.Benchmark competitor products and drive ongoing enhancements in efficiency, safety, and overall user experience.Provide regular updates on program status during team meetings and to leadership.

Palo Alto, CA (Hybrid – 2 days/week in office) Reports to: Director Data Science + AnalyticsAbout Midi Health:At Midi Health, we are pioneering a transformative approach in the healthcare space, focusing exclusively on women's midlife health. As the fastest-growing virtual clinic, we provide comprehensive, insurance-covered care to women navigating perimenopause, menopause, and hormone-related health issues. Our innovative care model seamlessly integrates clinical expertise with advanced technology, enhancing accessibility, improving health outcomes, and significantly elevating quality of life for millions of women.Backed by leading investors, we are rapidly expanding our services, now helping hundreds of thousands of patients across the United States. If you thrive in a dynamic, mission-driven environment and are eager to contribute to meaningful change, we want to hear from you!About the RoleWe seek a highly analytical and collaborative Senior Data Analyst to take charge of our data strategy for commerce and fulfillment operations. In this pivotal role, you will manage a dual-platform environment, analyzing prescription data from our proprietary system and supplement data from our Shopify storefront.You will serve as a crucial link among our data, operations, marketing, and product teams. If you are passionate about tracking intricate customer journeys, optimizing e-commerce funnels, and driving revenue while upholding clinical integrity, this position is ideal for you.What You'll DoCommerce & Funnel AnalyticsAnalyze Dual-Platform Funnels: Monitor and enhance the complete patient purchasing journey across our internal Rx platform (from Clinician Prescription to Purchase) and our Shopify storefront (supplements purchase and subscription metrics).Drive Renewals & Retention: Develop reports to track Rx medication refills and Shopify supplement subscriptions. Analyze patient funnels for those requiring clinical follow-ups before Rx renewals to ensure a seamless patient experience.Optimize Revenue & Margins: Evaluate product margins across various business lines (Rx, supplements, and future product offerings). Track Average Order Value (AOV) and identify data-driven opportunities for cross-selling and up-selling, ensuring all commerce recommendations strictly adhere to clinical protocols and patient care guidelines.

Join the Future of Mobility with ALSO.At ALSO, we are a pioneering electric mobility company that emerged from Rivian, driven by a mission to redefine urban transportation. Our enthusiastic team is dedicated to designing innovative, vertically integrated small electric vehicles (EVs) that address today's and tomorrow's mobility challenges. We aspire to create a world where our vehicles replace countless local car, truck, and SUV miles, offering a more enjoyable, affordable, and up to 50 times more efficient means of transportation.As a Senior Staff Vehicle CAD Lead, Integration Engineer, you will play a pivotal role in shaping our next-generation vehicle platforms. This position offers the unique opportunity to significantly influence the design and development of our innovative two to four-wheeled vehicles.Your Key Responsibilities:Oversee the complete development of high-level CAD assemblies using CATIA, facilitating design iterations and release activities across the team.Take ownership of top-level vehicle CAD, defining mechanical and electrical interfaces, maintaining master sections, reference views, and conducting kinematic sweeps for steering and suspension components.Lead cross-functional packaging workstreams, focusing on subsystem control volume development, mass optimization, packaging, manufacturability, and serviceability.Manage interference detection and resolution activities, conducting regular manual and automated checks, and collaborating with subsystem engineering teams to address issues.Conduct vehicle-level assembly simulations to identify clearance, assembly flight path, tool access, and serviceability challenges.Drive PLM Integration Activities: Oversee the CAD data lifecycle and audit subsystem lifecycle statuses. Create and manage the top-level vehicle Bill of Materials (BOM) within PLM tools.

About Nightfall:Nightfall is a cutting-edge, AI-native platform specializing in data loss prevention and insider risk management. Our solution safeguards sensitive data across various environments, including SaaS applications, Generative AI tools, email, and endpoint devices. Trusted by a diverse clientele, from innovative AI companies to top-tier banks, Nightfall is designed to detect and prevent data exfiltration at scale. We empower organizations to explore new opportunities confidently, minimizing risks related to intellectual property loss and customer data exposure. Our proactive platform streamlines security processes, enabling teams to focus on strategic initiatives while automated solutions manage data loss prevention effectively.Supported by prominent venture capital firms like Bain Capital Ventures, Venrock, WestBridge Capital, and Pear VC, along with influential cybersecurity leaders, Nightfall is poised for continued growth and innovation.About the Role:As a DLP Analyst at Nightfall, you will play a pivotal role in safeguarding our clients' critical data. Your expertise in the Nightfall DLP platform will enable you to collaborate with security teams to effectively implement data loss prevention strategies across their organizations. This hands-on position requires a blend of technical acumen, investigative prowess, and a customer-first mindset to detect, analyze, and mitigate data exfiltration incidents while ensuring employee productivity remains intact.You will partner closely with clients' security operations teams to monitor data flows, investigate alerts, refine detection policies, and provide strategic insights into insider threat mitigation. A successful candidate will possess the ability to discern between genuine security incidents and legitimate business activities, showcasing both technical precision and sound business judgment.

About ALSO.At ALSO, we are revolutionizing electric mobility. Originally part of Rivian, our dedicated team of innovators is committed to designing and developing cutting-edge, vertically integrated electric vehicles (EVs) that address the mobility challenges of today and tomorrow. Our mission is to inspire communities to choose ALSO by offering vehicles that are not only affordable and enjoyable but also significantly more efficient—10 to 50 times more than traditional vehicles.We are seeking a Senior Site Reliability Engineer to join our team. In this pivotal role, you will be responsible for architecting and maintaining scalable, cloud-native systems that support vehicle telemetry, fleet management, and data analytics. The ideal candidate will possess profound knowledge in distributed systems, Kubernetes, AWS infrastructure, and data pipelines with a strong emphasis on reliability and operational excellence.Key Responsibilities:Operationalize microservices platforms utilizing Kubernetes (EKS) and AWS ECS.Enhance vehicle telemetry data ingestion and optimize data pipelines leveraging streaming technologies (Kafka/Kinesis) for high-throughput, low-latency workloads.Lead initiatives focused on reliability engineering, including the establishment of SLOs, SLIs, and incident response protocols.Deploy advanced observability solutions using tools such as Datadog, Grafana, and comprehensive logging pipelines.Design and maintain API Gateway-based service architectures.Manage on-call rotations and incident response frameworks using PagerDuty.Automate infrastructure provisioning employing Terraform and CI/CD tools (ArgoCD, Concourse).Advance system resilience, failover strategies, and multi-region reliability.Collaborate with product and platform teams to enhance vehicle lifecycle management and cohort analytics.

At Inflection AI, we are dedicated to leveraging the transformative capabilities of artificial intelligence to enhance human well-being and productivity.The future of AI will be characterized by agents we can trust to act on our behalf.We are at the forefront of this evolution with our human-centric AI models that integrate emotional intelligence (EQ) with cognitive intelligence (IQ), shifting interactions from mere transactions to meaningful relationships, thereby generating lasting value for individuals and organizations alike.Our initiatives manifest in two primary forms:Pi, your personal AI, designed to be a compassionate companion that enriches everyday life through practical support and insights.Platform — large language models (LLMs) and APIs that empower developers, agents, and enterprises to infuse Pi-level emotional intelligence into experiences where empathy and understanding are crucial.We are building towards a future of AI agents that foster trust, enhance understanding, and create aligned, long-term value for everyone.About the RoleAs a Model Training Engineer, you will be responsible for designing, building, and scaling post-training pipelines that transform general LLMs into brand-fluent, production-ready assistants. Your innovations in fine-tuning and preference optimization techniques (RLHF, DPO, GRPO, RLAIF) will significantly enhance reliability, alignment, and cost-effectiveness.

Rivian and Volkswagen Group Technologies brings together two leaders in the automotive sector to develop new technology for electric vehicles. The partnership focuses on solutions ranging from advanced operating systems and zonal controllers to secure cloud connectivity. By combining expertise in connectivity, artificial intelligence, and security, the team works to shape a more connected and sustainable future in mobility. Role overview The Senior Data Engineer joins the Core Data team, which builds and scales the data platform supporting analytics and decision-making. Within this team, the Operational Insights group handles data from production environments, turning complex operational and quality data into dependable data products and performance metrics that drive business results. What you will do Design and maintain scalable data ingestion pipelines for analytics initiatives across multiple programs and locations Create well-structured datasets to support analytics and AI-driven insights Ensure data integrity and reliability across key operational systems Bridge operational systems, data platform engineering, and analytics to convert raw data into governed, high-value datasets Who thrives in this role This role suits those who enjoy building data infrastructure that connects operational systems and analytics, and who take pride in transforming raw data into reliable, actionable insights for a broad range of business needs.