Senior Data Engineer | Murmuration

Who We AreMurmuration is committed to reshaping America's promise through the best ideas and ideals from its communities, empowering individuals who aspire for a better life for themselves and their families.Our approach to building community power encompasses four essential strategies: we cultivate a network of partners who share our values; we deliver comprehensive, data-driven insights into diverse communities; we create user-friendly tools to enhance engagement and organizing; and we provide services that bolster our partners' abilities to drive change and foster empowerment within their communities.We envision a nation where every community has the resources necessary for its members to live healthy, free, and dignified lives. Our mission involves redesigning the systems that govern how we learn, live, and solve problems to ensure they are just, equitable, and resilient, rooted in mutual responsibility. By reinforcing community bonds, we aim to foster a civic life characterized by collective action and care, led by representatives who truly reflect the diverse voices of our society.Our team is a vibrant mix of organizers, scientists, educators, technologists, and campaign veterans, all driven by a shared belief in the power of transformation. We prioritize collaboration and support for one another, approaching challenges collectively while celebrating each other’s successes.

At Murmuration, we are driven by a vision that America's potential is continuously shaped by the innovative ideas and aspirations of its diverse communities. We firmly believe in empowering individuals to pursue better lives for themselves, their families, and their neighbors.Our mission is to bolster community power through various strategic avenues: building a network of partners who share our values, delivering profound, data-informed insights into the needs and perspectives of communities, creating tools that simplify and enhance engagement, and providing services that elevate our partners' ability to drive meaningful change.We envision a future where every community possesses the resources necessary to enable individuals to lead healthy, free, and dignified lives. Our work focuses on reimagining the systems and structures that govern our lives—education, governance, and problem-solving—ensuring they are just, equitable, resilient, and grounded in mutual responsibility. By reinforcing community ties, we aspire to foster a civic landscape characterized by collective action and compassion, empowered by leadership that authentically represents all voices.Our team is a vibrant blend of organizers, scientists, educators, technologists, and seasoned campaigners united by the conviction that together, we can harness our talents to transform America for the better. We believe in the power of collaboration and support each other unwaveringly, celebrating our achievements and overcoming challenges as one.About the PositionAs a Senior Research Engineer, you will leverage your extensive engineering expertise and sound judgment to make informed architectural choices. You will spearhead intricate projects within Murmuration’s research and data science infrastructure, designing, developing, and maintaining the platforms and tools that empower our researchers, data scientists, and partners to work more efficiently and at scale. Your ability to deconstruct vague challenges, balance speed with sustainability, and deliver dependable systems will ensure the long-term success of our initiatives.Your role will place you at the nexus of engineering and enablement, collaborating closely with teams across Research, Data Science, Product Development, and Growth to create the systems that drive our understanding and activation of civic engagement in America. In addition to your technical contributions, you will uplift the team through mentorship, technical leadership, and the establishment of best practices that enhance collective effectiveness.The Research Engineering Team is dedicated to developing systems that amplify the impact of our researchers, data scientists, and network. Our goal is to transform a research question that typically takes three days to resolve into one that can be answered in three minutes—scaling model evaluations from millions to billions without manual intervention, and making advanced analytics accessible to journalists and decision-makers who lack data expertise. Join us in building these transformative platforms and tools.

About Murmuration Murmuration is dedicated to building a brighter future for America by supporting community-driven ideas and action. The team brings together organizers, scientists, educators, and technologists who value collective responsibility and collaboration. By connecting organizations with partners, sharing data insights, and developing accessible engagement tools, Murmuration works to help communities thrive and support their members' well-being and dignity. Role Overview: Senior Technical Analyst The Senior Technical Analyst will strengthen the quality and reliability of complex civic data at Murmuration. This position focuses on acquiring, managing, and maintaining high-quality public-sector data to support research, analytics, and strategic decisions. The role offers a chance to shape systems and processes as the team adopts new technologies, including AI and automation, to scale data collection and improve efficiency. What You Will Do Enhance the quality and trustworthiness of civic data through careful analysis and technical expertise Lead efforts to collect, manage, and maintain public-sector datasets Support research and analytics by ensuring data is accurate and accessible Help design and refine systems and processes for data collection, especially as new technologies emerge Apply strong technical judgment and attention to detail to build reliable data infrastructure Location This is a remote position based in the United States.

At Murmuration, we hold a vision where the promise of America is continuously shaped by the innovative ideas and values of its diverse communities. Our mission is to support individuals striving for a better life for themselves and their families.We empower organizations to amplify their community impact through four main avenues: fostering a network of aligned partners; providing comprehensive, data-driven insights into demographics and community dynamics; developing user-friendly tools that enhance engagement; and offering services that bolster our partners’ capabilities to initiate change.We aspire to create an America where every community has the resources necessary to lead healthy, dignified lives. Our work is focused on redesigning the systems that govern our lives—education, governance, and problem-solving—ensuring they are just, equitable, resilient, and rooted in collective responsibility. By strengthening community ties, we aim to cultivate civic engagement characterized by shared action and effective representation.Our team is a collaborative mix of organizers, scientists, educators, technologists, and campaign strategists, all united by the belief that together we can drive transformative change in America. We are committed to supporting each other through challenges and celebrating our collective achievements.About the PositionAre you someone who enjoys delving into public data out of sheer curiosity? Whether it's analyzing your dating app stats or mapping local resources, you understand that high-quality data can significantly enhance community organizing efforts. As a Data Manager, you will play a pivotal role in managing our core data product, Atlas. Collaborating closely with our Research, Data Science, and Product Teams, you will enhance our data pipelines to ensure our partners have timely, accurate, and comprehensive data to support their electoral and advocacy initiatives.Your responsibilities will include constructing data models, executing operational data processes, documenting requirements, implementing necessary fixes, and assisting downstream users. Additionally, you will prioritize enhancements to our tools and methodologies, ensuring they meet the evolving needs of our partners.This role is tailored for problem solvers who are adept in modern databases and SQL, capable of investigating data requirements and discrepancies proactively.

About Murmuration Murmuration supports organizations working to strengthen communities across the United States. The team brings together organizers, scientists, educators, technologists, and campaign veterans who share a belief in the power of collaboration. Murmuration’s mission centers on four main pillars: building a network of like-minded partners, delivering data-driven insights about people and places, developing accessible tools for organization and engagement, and offering services that help partners drive change. The organization works toward a future where every community has the resources for people to live healthy, dignified lives. Murmuration focuses on reforming systems that shape education, daily life, governance, and problem-solving, ensuring these systems are fair, resilient, and grounded in shared responsibility. By strengthening community connections, Murmuration aims to foster collective action and true representation. Role Overview: Technical Analyst (Remote, United States) This newly created Technical Analyst role calls for someone who values independence and has a strong technical mindset. The focus: improving how Murmuration collects, manages, and ensures the reliability of complex civic data. Success in this position relies on a commitment to data integrity and a sense of accountability for delivering accurate information. The Technical Analyst will acquire and maintain high-quality public-sector data, including information about elected officials, judicial districts, and municipal offices. This data serves as the backbone for research, analytics, and decision-making across Murmuration’s network. The work enables the team to generate insights, reach the right constituents, and support organized efforts that create real change. With the rise of new technologies, especially AI and modern automation, there’s potential to scale data collection in ways not possible before. Realizing this potential, however, requires careful attention to detail and sound technical judgment. Rather than following a set template, this role will help shape the foundation for a new system of data management at Murmuration.

Murmuration brings together partners across the United States to strengthen community power. The organization provides data-driven insights, builds tools for engagement, and supports efforts to inspire meaningful change. With a mission rooted in justice and equity, Murmuration’s team spans organizers, scientists, educators, technologists, and campaign professionals, all working to reshape systems like education and governance through collaboration. Role overview The Senior Project Manager for Campaigns joins a fully remote team within the United States. This role supports local organizations by delivering consulting and campaign services, blending campaign know-how with advanced civic data tools. The Senior Project Manager reports to the Senior Manager of Campaign Engagement. Key responsibilities Collaborate with the Senior Manager of Campaign Engagement to streamline workflows and oversee project timelines. Spot and address risks across multiple campaign projects. Provide structural support and promote operational excellence within the Campaigns team. Act as a main contact for external partners, maintaining clear communication and ensuring expectations are aligned throughout each campaign’s lifecycle. The Campaigns team This team partners with organizations to design and implement strategies using leading civic data and tools. Consulting and campaign services are tailored to groups driving community-centered solutions. Location This position is remote and open to candidates based in the United States.

Murmuration partners with communities across the United States to help people improve their lives and those of others around them. The organization strengthens communities by connecting aligned partners, sharing data-driven insights, developing engagement tools, and building capacity for change. Justice, equity, and shared responsibility shape Murmuration’s work. The team includes organizers, technologists, scientists, educators, and campaign professionals who support each other and aim to help every community thrive. Role overview The Senior Staff Software Development Engineer in Testing (SDET) joins the Data Platform team and focuses on automated integration testing for Murmuration’s Organizer product and the wider data platform. This role leads testing efforts, designing and implementing frameworks and strategies to ensure quality across the organization’s data systems. What you will do Gain a thorough understanding of the data platform, including streaming data pipelines and distributed systems architecture Design and implement automated integration tests for the Organizer product Build and maintain an end-to-end testing framework for the data platform Set technical standards and influence testing practices throughout Murmuration Support fellow engineers by improving data quality and reliability Who thrives here Engineers with strong experience in software development or data engineering People who care about data quality and testing Those who want creative freedom and the opportunity to shape technical standards from the ground up This is a remote role for candidates based in the United States.

Role Overview murmuration is seeking a Manager, Data Success Management to guide the adoption and use of data solutions across internal teams. This role focuses on building data literacy and encouraging strong data practices, helping teams use data to inform decisions. What You Will Do Develop and implement strategic initiatives that support data success throughout the organization Work closely with cross-functional teams to understand their data needs and challenges Provide training and ongoing support to improve how teams access and use data Location This is a remote position based in the United States.

Who We AreAt Murmuration, we are dedicated to shaping America’s promise through the power of community-driven ideas and aspirations. We believe in empowering individuals and organizations to strive for better lives for themselves and their communities.Our mission revolves around strengthening community power through four pivotal strategies: forging a network of partners aligned with our values; delivering in-depth, data-driven insights into demographics, geographies, and viewpoints; creating innovative tools that facilitate effective organizing and engagement; and providing services to enhance our partners' capabilities in driving meaningful change.We envision an America where every community possesses the resources necessary for individuals to lead healthy, free, and dignified lives. Our efforts focus on redesigning critical systems and structures—encompassing education, governance, and problem-solving—ensuring they are just, equitable, resilient, and built on shared responsibility. By reinforcing community ties, we aspire to cultivate a civic environment characterized by collective action and care, with leadership that genuinely represents all voices.Our team comprises a collaborative, curious, and creative mix of organizers, scientists, educators, technologists, and campaign veterans, united by the belief that we can collectively transform America. We support one another through challenges and celebrate each other’s victories, recognizing that together we are stronger.About the PositionWe are in search of a seasoned Vice President of Growth to spearhead our initiatives aimed at broadening and deepening our network of changemakers and community-focused organizations. The challenge lies in uniting diverse communities and equipping them with the insights, tools, and services necessary to activate their power and influence systemic reform.In this role, you will cultivate relationships across a wide array of interconnected communities, leading a team dedicated to expanding and diversifying Murmuration’s network. Collaborating closely with our Communications & Marketing Team, you will strategize on engaging values-aligned changemakers and organizations as Partners, ensuring they are equipped with the necessary resources to effectively build power. This entails proactive outreach, relationship development, key account management, and strategic sales efforts, positioning you as a visible advocate for fostering a culture of collaborative organizing within the social impact sector. Additionally, as VP of Growth, you will drive our revenue objectives, focusing on sustainable growth.

As a note for all engineering positions: in light of the increase in fraudulent applications and AI-driven candidate impersonation, we have instituted rigorous measures throughout the hiring process to ensure the authenticity of candidates.About UsAt People Data Labs (PDL), we pride ourselves on being the premier provider of people and company data. Our mission is to handle the complexities of data collection and standardization, enabling our clients to concentrate on developing and scaling innovative, compliant data solutions. Our primary focus is to deliver the highest quality data available by integrating thousands of responsibly sourced datasets into a single, developer-friendly source of truth. Leading organizations worldwide rely on PDL’s workforce data to enhance recruiting platforms, power AI models, create targeted audiences, and much more.We seek team members who embody a strong sense of ownership while embracing a collaborative spirit. Our clients face intricate challenges, and we can only help them succeed as a united team. Our Data Engineering Team is the driving force behind our success, and we are on the lookout for top-tier talent.If you aspire to be part of a team exploring the next frontier of data-as-a-service (DaaS) with significant autonomy and opportunities for impactful contributions, this role may be perfect for you. We value engineers who are thoughtful, innovative, and willing to boldly experiment. At PDL, we embrace failure as long as it leads to learning and growth.Key ResponsibilitiesDevelop infrastructure for the ingestion, transformation, and loading of an ever-increasing volume of data from diverse sources utilizing Spark, SQL, AWS, and Databricks.Create an organic entity resolution framework capable of accurately merging hundreds of billions of individual entities into clean, usable datasets.Design and implement CI/CD pipelines and anomaly detection systems aimed at continuously enhancing the quality of data we deliver to production.Innovate solutions for complex, often ill-defined data engineering and data science challenges.Required Technical Skills5-7+ years of relevant experience with demonstrable examples of strategic technical problem-solving and implementation.Solid grounding in software development principles.Proficiency in Python.Expertise in Apache Spark (Java, Scala, and/or Python-based).Familiarity with AWS services and data engineering best practices.

About AirshipAirship collaborates with some of the world’s most recognizable brands, including Alaska Airlines, BBC, and The Home Depot, to enhance revenue growth and customer loyalty through exceptional cross-channel experiences. In a landscape where brands face the challenge of providing seamless and integrated customer journeys across various platforms—be it apps, websites, emails, SMS, or digital wallets—Airship stands out.Built for non-technical, growth-oriented teams, Airship’s no-code, AI-driven platform simplifies the creation, testing, and orchestration of hyper-personalized experiences across all channels. By facilitating the enrichment of customer data and rapid deployment of growth experiments, Airship empowers brands to create coherent and significant interactions that drive conversion rates and nurture deeper customer relationships.Join us on our mission to develop products and offer services that impact millions of customers globally every day.To discover more, visit www.airship.com, check out our blog, or connect with us on LinkedIn.About Gummicube, an Airship CompanyGummicube specializes in advanced app discovery technologies, allowing app owners to optimize for maximum organic search visibility. Utilizing proprietary big data through its DATACUBE software, Gummicube decodes App Store search trends and competitive dynamics, transforming mobile search data and user behavior into actionable insights that lead to enhanced visibility and a reduction in user acquisition costs.Together, Gummicube and Airship provide marketers, product managers, and developers the tools to optimize the entire mobile app journey—from discovery to customer loyalty.To learn more about Gummicube, visit www.gummicube.com.

Quick OverviewWe are seeking a visionary Data Engineering Manager to lead a talented team of data engineers in designing and implementing scalable data pipelines and platforms that empower analytics, data science, and strategic business decisions across Kin.About KinAt Kin, we strive to simplify and enhance the lives of homeowners, particularly in areas facing climate challenges, escalating costs, and outdated systems. Beginning with innovative homeowners insurance, we are expanding our offerings to encompass everything homeowners need to flourish. Leveraging data, cutting-edge technology, and compassionate human support, we're crafting products that are transparent, equitable, and instill confidence in homeowners during critical times.Founded in 2016, Kin is a fully remote company with a diverse team spread across over 35 states. Our services currently reach 13 states and are continuously expanding. Our commitment to disciplined growth, customer satisfaction, and sustainability has garnered significant recognition, including:Built In Chicago's Best Places to Work, Midsize Companies (2021-2026)Forbes' America's Best Startup Employers (2021-2024)Inc. 5000 Fastest-Growing Private CompaniesForbes’ Fintech 50 (2025-2026)Great Places to Work Certified (2024-2026)Most importantly, Kin is committed to creating a work environment where employees can engage in meaningful work with tangible impacts for our customers, communities, and each other. We invite you to explore how you can contribute to our ambitious growth, solid unit economics, profitability, and outstanding customer ratings. To learn more about our operations and what we are building, visit kin.com and see our culture in action.The RoleAs a Data Engineering Manager, you will oversee the development and evolution of the systems that support data across Kin. This pivotal role is designed to fortify the infrastructure that enables our Business Intelligence, Data Science, and Machine Learning teams to operate more efficiently, make informed decisions, and deliver significant value to our clients.You will manage a team of data engineers tasked with constructing reliable, scalable, and effectively governed data systems. In this phase of continued expansion and increasing data complexity, you will help define our data platform's scalability while balancing immediate operational needs with long-term technological investments.

About World Business Lenders (www.wbl.com)World Business Lenders (WBL) is a pioneering financial institution that offers short-term, collateralized commercial loans to small and medium-sized businesses across the United States, empowering them to thrive without the constraints of traditional funding. Our commitment to supporting entrepreneurs is unwavering.WBL boasts a 100% remote workforce, allowing us to harness talent from across the globe.Working hours typically span from 9:00 AM to 6:00 PM Eastern Time, Monday through Friday, with the possibility of extended hours based on operational needs.The role demands exceptional verbal and written communication skills in English.All applicants must be comfortable utilizing productivity monitoring systems.Resumes must be submitted in English.

About AltiSales AltiSales stands as a prominent global leader in professional services, specializing in a diverse array of solutions encompassing strategy, consulting, technology, and the operations of Sales and Sales Development. We navigate the convergence of three dynamic industries: Consulting, Outsourcing, and Venture Capital. Our mission is to collaborate with clients to establish a sustainable and scalable revenue engine, allowing them to evolve from a handful of Sales Development Representatives to a robust team. Founded in 2012 by Tito Bohrt, who has over a year of experience in making cold calls and over six years in Sales Development, AltiSales has cultivated a reputation for excellence. Tito has personally recruited and trained more than 100 SDRs, including top performers at major public companies like Citrix. Today, he leads AltiSales while contributing insightful articles to Sales Hacker, Forbes, and his LinkedIn blog. Our Core Values: Excellence: We prioritize results over mere effort. The quality and speed of your work are far more important than the hours spent in the office. Ownership & Accountability: We act as owners, taking initiative and going beyond expectations. Our team members are self-motivated and disciplined, continuously improving and making decisive choices. Customer Centricity: Our clients' success is our success. We embrace empathy and strive to enhance our clients' growth daily, making a meaningful impact on their businesses. Common Sense: We believe that excessive rules hinder agility, so we prioritize common sense in our operations. Team-Centric and Results-Driven Culture: We operate like a professional sports team, investing in talent development and fostering open communication to optimize team performance and collaboration. Benefits: Attractive Compensation Package: We offer competitive salaries, commissions, and bonuses in USD, including performance-based salary increases.

Experian is seeking a Lead Product Manager to guide data strategy with a focus on credit and alternative data. This remote position centers on shaping the direction of data-driven products and services. Role overview The Lead Product Manager will drive strategic initiatives, managing the full product lifecycle from initial concept through launch. The work involves aligning new products with market needs and the company’s business goals. Collaboration and impact Success in this role depends on close collaboration with cross-functional teams. The aim is to identify opportunities and create innovative data products that strengthen Experian’s offerings in the credit and alternative data space.

At UpstageAI, we are dedicated to harnessing the power of AI technology to address complex business challenges. Our vision, "Making AI Beneficial," and our mission, "Building Intelligence for the Future of Work," drive us to provide sophisticated AI products and solutions. These solutions go beyond simple task automation, offering robust decision support and cost reduction strategies that enhance organizational productivity. We aim to revolutionize the way businesses operate, enabling them to grow more efficiently.The AI Product Division at UpstageAI focuses on translating AI technology into practical applications that resolve real business issues, transforming customer workflows. Our flagship products include Upstage Information Extract, which automatically extracts key information from diverse unstructured documents, and Upstage AI Space, an AI-driven platform that automates document-based tasks and provides actionable insights.As a Data Manager in the AI Product Division, you will play a pivotal role in ensuring the successful development and operation of these products. You will lead the collection, analysis, processing, and management of data necessary to achieve product goals. Your responsibilities will also include researching and implementing automation and optimization strategies for data pipelines and evaluation systems, aiming to enhance data quality and development efficiency.The Data Manager is not merely a data operator but a crucial engineer responsible for the quality and integrity of our AI products from a data perspective. You will take pride in shaping products that resolve actual customer problems through data-driven solutions.

Imagen Technologies is building an AI-driven teleradiology practice, combining a vertically integrated medical group with an in-house AI development platform. With over $200 million in backing from Google Ventures and major clinical networks, the company is scaling quickly across the United States. Imagen’s platform, already serving millions of patients, is projected to expand from 22 states and 2.7 million patients in 2025 to more than 35 states and over 5 million patients annually by 2027. The team has developed six FDA-cleared AI products focused on improving turnaround times and reducing diagnostic errors. Imagen is recognized as the fastest-growing teleradiology group in the country and aims to become one of the largest practices by 2026. Role overview This remote Engineering Manager, Data position centers on building and leading the AI Data Platform team at Imagen Technologies. The platform supports AI development for next-generation diagnostic tools, directly impacting patient care. The role involves both technical leadership and people management, with the expectation to transition fully into management as the team grows. The Engineering Manager will report to the Head of Engineering and collaborate closely with the Chief AI Officer, product leaders, clinical teams, and engineers across the company. What you will do Build and lead the team: Recruit, mentor, and develop a group of data engineers ranging from entry-level to mid-level. Set up team processes and foster a strong engineering culture from the start. Own the AI Data Platform: Take full technical and operational responsibility for the platform handling clinical imaging data and reports. Oversee ingestion, de-identification, transformation, and serving of data such as DICOM files, ensuring reliability, scalability, and security. Define and execute the technical roadmap: Set the direction for platform development. Prioritize scalability, new features, and technical debt in alignment with business goals. Ensure data quality and compliance: Build data quality frameworks, validation processes, and governance structures. Ensure all aspects of the platform comply with HIPAA and other relevant regulations. Drive cross-functional collaboration: Serve as the main point of contact for AI, product, clinical, and regulatory teams to maintain alignment and clear communication.

As a pivotal member of our team, you will assume the role of a Data Architect, tasked with defining and enhancing the data infrastructure and supporting applications crucial for Catasys colleagues who are dedicated to improving and saving lives by addressing untreated behavioral health conditions.You will thrive in a highly autonomous, low-supervision environment while collaborating with a geographically diverse team to create and deliver innovative applications from concept to market. In this delivery-focused environment, you will be equally adept at designing a Master Data Management (MDM) strategy, optimizing database performance, crafting data strategies, or assisting developers in implementing new document collections.Your role will require you to demonstrate critical thinking skills and tackle challenges by evaluating problems and devising multiple potential solutions. You will be responsible for overseeing all phases of new data solution implementations, showcasing your ability to lead in delivering effective solutions.For you, the balance between security and accessibility, system design and architecture, reliability engineering, and fault diagnosis are not just abstract concepts; they are the driving forces behind your commitment to excellence. Your qualifications include proven experience in high-performance, fault-tolerant environments, with a keen ability to anticipate organizational needs and ensure that the data architecture delivers value across the board.

For over two decades, Stream Data Centers has established itself as a leading provider of cutting-edge data center solutions. Committed to sustainability, security, and reliability, Stream enables businesses to enhance their digital capabilities while emphasizing environmental and social responsibility.Since its inception in 1999, Stream Data Centers has consistently raised the bar for innovation, operational efficiency, and sustainability within the data center sector. With 90% of its inventory leased to Fortune 100 clients, the company has successfully acquired, developed, and managed over 27 data center projects nationwide, all while maintaining consistent leadership.Stream specializes in site selection, data center construction, and operations, focusing on wholesale colocation capacity and customized facilities for hyperscale and enterprise clients in major U.S. markets. The company also identifies and develops low-risk land sites for optimal data center projects and offers energy procurement services aimed at minimizing market risk and providing affordable renewable energy solutions.POSITION OVERVIEWStream Data Centers is on the lookout for an experienced Preconstruction Manager with a minimum of 10 years of commercial technical construction experience, particularly in Data Centers and MEP-intensive projects.The ideal candidate will have spent the majority of their career working for a general contractor in the preconstruction department, engaging in technical projects. They should be adept at collaborating with design and construction vendors, as well as sales and development teams. Your professional relationships will be characterized by mutual respect, and you will have the ability to interpret contracts and identify gaps in documentation that others may overlook.At Stream, we prioritize partnership and aim to cultivate long-lasting relationships with our collaborators.Preferred Markets: Arizona, Georgia, Illinois, Minnesota, TexasRESPONSIBILITIESCollaborate with key stakeholders in the development of Capital Proformas.Lead Preconstruction initiatives to ensure alignment between design, scope of work, and estimates with Stream Data Centers' objectives.Manage project costs from initial conception to final completion.Develop accurate concept cost models from minimal information or standard design concepts.Understand the overarching goals based on the provided information and effectively communicate these to the team.