• Design and implement the end-to-end QA operating model for Business Systems releases from scratch (intake → risk assessment → test planning → execution → sign-off → post-release verification) • Define and track QA program health metrics - including defect escape rate, test coverage, release failure rate, and mean time to detect - to demonstrate value and guide continuous improvement • Facilitate or coordinate UAT with business stakeholders for high-impact releases, ensuring sign-off is structured and traceable • Build a risk-based quality strategy that prioritizes testing and automation based on revenue impact, data integrity, compliance, and system criticality • Establish and maintain a balanced test automation foundation: unit-level (Apex), Salesforce automation (flows/LWC), end-to-end UI regression, REST/SOAP API validation, and integration/service checks for critical workflows spanning Salesforce and connected tools • Implement observability and exception reporting infrastructure; establish error detection, alerting, dashboards, and runbooks for Apex classes, flows, and integrations • Enable and coach admins and developers to build testable solutions and contribute to quality; drive continuous improvement from incidents into updated tests, gates, and monitoring • Define QA standards and templates (test plan, regression checklist, release readiness, rollback plan) and drive adoption across the team • Execute targeted manual/exploratory testing for high-risk changes while building the automation foundation to reduce manual burden over time

Summary: Join our team of 50 Beta Testers helping shape the future of AI-powered video editing! Over a 4-week testing period, you'll use our app daily and share your honest opinions on the videos it creates. No experience in video editing is necessary — just a willingness to record short clips and tell us what you think. What you'll do: Capture 5 or more short videos each day (anywhere from 5 to 60 seconds long). Our AI will automatically transform your footage and deliver a finished video to you by end of day. You'll then let us know how it turned out — Did you enjoy it? Would you show it to someone you know? What would you improve? Details: Daily time needed: roughly 10–20 minutes Duration: 1 month Compensation: $400 for the full testing period Who we're looking for: People who are dependable, curious about new tech, and excited to give real, thoughtful feedback that directly influences how our product evolves.

• Build and maintain automated tests for cloud-native services: API/contract tests, and end-to-end workflow tests. • Integrate automated tests into CI/CD pipelines. • Perform functional, regression, integration, performance and system-level testing. • Validate non-functional requirements: performance, resiliency/failure modes, and observability-driven debugging (logs/metrics/traces) • Conduct exploratory and scenario-based testing focused on real-world workflows. • Validate usability, workflow consistency, and overall user experience. • Help evolve scenario-based regression suites for AI-integrated workflows (multi-step tasks, tool calls, retrieval-backed behaviors) • Curate and maintain “golden” datasets (test cases, expected behaviors, labels/metadata) • AI-assisted delivery: Utilize AI coding agents to accelerate delivery of tests and automation. • Publish results to dashboards and establish alerting for failures/regressions • Participate in code reviews and provide constructive feedback to peers • Participate in team development process, including daily scrum, planning, code reviews, and advocate for quality and user experience within the team • Stay current with industry trends and best practices in software and ML development. Function well in a fast-paced, rapidly-changing environment.

Overview Are you passionate about linguistics, language quality, and evaluation? We are launching an exciting language evaluation project and are looking for German-speaking linguistics experts to join our team as Quality Control Specialists. In this role, you will assess and refine AI-generated language outputs, focusing on linguistic accuracy, grammar, and cultural relevance. Your expertise will play a critical role in improving conversational AI systems. What you will do: - Review and evaluate AI-generated text for linguistic accuracy, grammatical correctness, and cultural appropriateness. - Identify issues and provide high-quality rewritten responses to improve language outputs. - Develop natural prompts and responses in the target language to enhance conversational datasets. - Collaborate with global teams to improve the quality and performance of AI language models. Project Details: - Start Date: ASAP - Duration: 4 weeks - Commitment: ~20 hours/week (flexible schedule) - Job Type: Freelance contract - Pay Rate: $35 - Location: Germany, Austria (Remote) Requirements: - Strong academic or professional background in linguistics (required). - Native or professional proficiency in German with excellent written communication skills. - Deep understanding of grammar, linguistic structures, and cultural nuances of the target language. - Experience in language review, evaluation, or similar roles. - Comfortable working with structured tasks such as preference ranking, prompt-response writing, grammaticality checks, and text improvement. - Detail-oriented with the ability to deliver clear, constructive feedback. This is a unique opportunity to apply your linguistics expertise to cutting-edge AI projects. Join our team and help shape the future of AI communication! Why Join Welo Data? ✨ Limitless Flexibility  Project-based opportunities that fit your availability. Choose when and how much you want to contribute—fully remote, with complete autonomy.  🌱 Limitless Growth  Optional access to AI and Large Language Model workshops designed specifically for professionals like you. No coding required—just your expertise.  🌍 Limitless Support  Be part of a global contributor community with responsive guidance and support.  💡 Real Impact  Apply your expertise in the Legal field to influence the AI systems shaping the future of your industry—while collaborating with data professionals and expanding your skills. How to Apply? Apply now by answering a few quick questions to join our database and become part of our growing community. About Welo Data Welo Data, part of Welocalize, is a global AI data company with 500,000+ contributors delivering high-quality, ethical data to train the world’s most advanced AI systems. We’re building smarter, more human AI with a diverse community in 100+ countries. At Welo Data, Limitless AI. Limitless You. isn’t just a slogan—it’s our promise. We build smarter AI through the power of human contribution, offering limitless opportunities for our global community to grow, contribute, and work on their terms.