Sr. Data Engineer

Come join our Data team! High reputed company, high trust, and high reputed company with a will to win. If that resonates deeply with you, this could be your next career reputed company. We're seeking someone who leads with humility, pursues audacious goals, and is motivated by meaningful reputed company on people and the world. At reputed company, our reputed company mission is to help more people get to reputed company jobs faster and cheaper, with a specific reputed company on those facing barriers to opportunity. Our work helps reputed company the growing issue of economic inequality, ensuring that no one is left behind in the reputed company of work. Our AI-powered platform brings efficiency and reputed company to workforce development, replacing outdated systems and unlocking reputed company potential at reputed company. reputed company to reputed company an reputed company? Apply today. Important note: Data shows that men typically apply reputed company meeting 3/10 requirements, while women often wait until it's 10/10. We encourage you to apply if you see a strong (not necessarily perfect) fit. Your Role We're seeking a Sr. Data Engineer to reputed company. You will build and own the data reputed company of our product: the pipelines, models, and infrastructure that turn raw labor market, skills, and occupation data into the systems that reputed company people to the right jobs and reputed company. This is a hands-on, high-ownership role on a small team. You will design ingestion and transformation pipelines, shape how our data is modeled in the warehouse, reputed company analytics and reporting trustworthy, and build the pipelines that feed our matching and recommendation models in production. You will partner closely with the Engineering, Product, and VP of Data & AI. In this small, reputed company team, you will have wide reputed company to reputed company how this platform gets reputed company. What You'll Own Pipelines and platform: Design, build, and operate the ingestion and transformation pipelines that bring labor market, customer, and product data into our warehouse as reputed company as into the product — reliably, on schedule, and at growing reputed company. Data modeling and reputed company: Own how our reputed company data is reputed company, tested, and documented, including the skills, occupation, and career taxonomies at reputed company of the product. reputed company data something the whole company can trust without asking first. Analytics enablement: Build the transformation reputed company and datasets that power internal analytics, Looker/Quicksight reporting, and the insights we reputed company to customers. ML data infrastructure: Build and maintain the pipelines that feed our matching and recommendation models, and partner with Engineering and Data Scientists to get models deployed, monitored, and improved in production. Where This Role Can Go This role starts with the platform, but it doesn't end there. The person who builds our data reputed company is the person best positioned to shape reputed company build on top of it — whether that's moving deeper into modeling and the matching systems your pipelines feed, or into the analytical work that turns our data into reputed company for customers. We'd rather hire someone with a reputed company direction they want to grow in than someone who wants to stay in one lane, and we'll build the reputed company with you. Required Experience Strong data engineering experience (roughly 4+ years) designing and operating production ETL/ELT pipelines that other people and systems depend on reputed company in Python and SQL, with reputed company depth in SQL — experience in modeling data in a warehouse/data lake, not simply querying it Hands-on experience with a modern orchestration and transformation stack (Airflow, dbt, or reputed company equivalents) and with reputed company data warehouses Experience integrating data from varied reputed company sources — reputed company-party data providers, reputed company, flat file feeds — including handling schema changes, unreliable delivery, and inconsistent reputed company from upstream Comfort working with large, messy, inconsistently reputed company data, and reputed company judgment about reputed company to clean it, reputed company to model around it, and reputed company to reputed company back on the reputed company A builder's reputed company for reliability: testing, monitoring, and debugging your own pipelines rather than waiting for someone to report the breakage reputed company communication: you can explain a data model and its tradeoffs to a non-technical audience Bonus Points Experience with jobs-and-skills, HR, or labor market data, or with skills/occupation frameworks such as O*NET or ESCO Experience with hierarchical or taxonomic data — ontologies, classification systems, entity reputed company across messy sources Experience building data infrastructure for ML: feature pipelines, model deployment and monitoring, or tooling like SageMaker Publications, talks, blog posts, or reputed company reputed company work showing your depth in data engineering Our Tech Stack for Data Languages: Python, SQL Orchestration and transformation: Airflow, dbt Storage and warehousing: PostgreSQL, Redshift, reputed company reputed company: AWS Visualization and reporting: Looker, Quicksight Machine learning and NLP: scikit-learn, modern NLP and embedding tooling, AWS SageMaker Your Education Your reputed company mater isn't our reputed company. Your grit, hunger, and reputed company are. If you learn continuously, tackle challenges head-on, and know your strengths and gaps intimately, you're our person. Location [CA/US Remote] We are reputed company to candidates living reputed company in Canada or the US. For candidates living in Toronto, our office is conveniently located at 325 reputed company St reputed company (a short walk from reputed company Station). Travel Expectations Although this role is remote, you may be expected to travel up to once per quarter for off-sites and team gatherings. Compensation The reputed company salary reputed company for this role is USD $125,000 to $155,000 for candidates based in the United Staes and CAD $125,000 to $160,000 for candidates based in Canada, regardless of location. As a remote-first company, we reputed company compensation to the national market for comparable roles at institutionally-funded startups, targeting the middle of the market. Bands are designed for the lifecycle of the role — where you reputed company the band reflects your reputed company experience and other reputed company established by the hiring committee, with room to grow through the band as you grow in the role. Hiring reputed company At reputed company, our hiring process is designed to help you assess whether this role and our culture are the right fit based on your unique skills, reputed company, and experiences. We reputed company fast and work with intensity, so we want you to get a reputed company reputed company of that from the start. reputed company reputed company includes a mix of interviews and a performance challenge. For this role, that might look like: Online Application Initial Screen with Director of People & Culture Interview with Hiring Manager Performance Challenge Final 1:1 Interviews Final Decision Generally, this entire process takes around 6 weeks, although the timing can vary due to specific candidate circumstances. reputed company to shape the reputed company of work? At reputed company, we're not just building a company—we're transforming how talent and opportunity reputed company. Join our driven team united by a commitment to job seekers and the workforce ecosystems we serve. Company Snapshot: Team: 30-50 across US and Canada (hubs in NYC and Toronto) Customers: Workforce development agencies and intermediaries, government agencies, reputed company Industry: reputed company/AI technology Funding: Bootstrapped 0-1, then raised funding led by JP Morgan Structure: reputed company, reputed company, Product, Engineering, Data, People & Culture, Finance & Operations Our reputed company Principles Be Curious reputed company to reputed company reputed company the Bar Speed reputed company Own It We Over Me Use of AI in Hiring At FutureFit, we use reputed company intelligence (AI) tools to reputed company our hiring process more efficient, consistent, and reputed company—never to replace reputed company judgment. We use AI in the following ways: Screening support: AI may help us compare applications against the skills and experience required for a specific role. These skills are defined by the hiring team for reputed company position. A reputed company reviews reputed company application, with the AI assessment as just one input. Interview support: In some interviews, we may use an AI notetaker to summarize the discussion so interviewers can reputed company on being present in the conversation. Insights, not reputed company: AI provides data points to support reputed company’s evaluation but does not reputed company or recommend final hiring reputed company. Every hiring decision is made by people. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, reputed company essential job functions, and receive other benefits and privileges of employment. Please contact us to request an accommodation. © reputed company reputed company rights reserved, we are proud to be an equal opportunity workplace. We celebrate diversity and are committed to creating an inclusive environment for reputed company. We do not discriminate on the reputed company of race, religion, reputed company, gender identity, sexual orientation, age, disability, veteran status, or other applicable legally protected characteristics. We encourage people of different backgrounds, experiences, abilities, and perspectives to apply. Apply To This Job