Role Description We are sharing a specialised part-time consulting opportunity for Mandarin language experts with strong healthcare knowledge, quality assurance experience, and written feedback skills. This role supports collaborations with a leading AI research laboratory focused on improving advanced AI systems through the review and evaluation of Mandarin-language healthcare conversations for medical accuracy, clarity, tone, and contextual appropriateness. Selected professionals will help assess healthcare-related AI conversations, provide structured QA feedback, identify linguistic or safety concerns, and contribute to improving the overall quality and reliability of healthcare-focused AI systems. Key Responsibilities - Conversation Review & Quality Assurance - Review approximately 100 Mandarin-language healthcare conversations per week - Evaluate conversations for medical appropriateness, communication quality, clarity, and contextual relevance - Assess whether AI-generated interactions are linguistically accurate and suitable for healthcare-related use cases - Feedback & Issue Identification - Provide clear, structured written QA feedback - Flag linguistic concerns, tone issues, or safety-related risks in conversation outputs - Support continuous scenario testing through careful review and evaluation - Project Collaboration & Participation - Participate in daily end-of-day check-ins - Complete onboarding and follow structured project guidelines - Contribute to a short-term, high-quality review workflow for healthcare-related language systems Qualifications - Native or near-native fluency in Mandarin - Professional healthcare background - Strong written feedback and communication skills - High attention to detail and strong quality review skills - Ability to assess medical appropriateness and healthcare communication quality - Comfort working independently in a structured remote project environment Preferred Qualifications - Nursing background - Experience reviewing or evaluating healthcare-related conversations, content, or documentation - Familiarity with QA workflows, structured feedback processes, or language review tasks - Ability to identify both linguistic and safety-related concerns in healthcare communication - Comfort working in short-term, scenario-based evaluation environments Contract Details - Independent contractor role - Fully remote with flexible scheduling - Compensation range of $30–$50 per hour - Part-time commitment of 3–4 days per week - Typical volume of approximately 100 conversations per week - Project duration of approximately 2–3 weeks - 30-minute onboarding included - Weekly payments via Stripe or Wise - Projects may be extended, shortened, or concluded early depending on project needs and performance - Work will not involve access to confidential or proprietary information from any employer, client, or institution - Please note: We are unable to support H1-B or STEM OPT candidates at this time About the Platform This opportunity is available through a leading AI-driven work platform that connects domain experts with frontier AI research projects. Experts contribute to improving advanced AI systems by providing specialised expertise across quality assurance, domain-specific evaluation, language review, and healthcare-related communication analysis.

Role Description We are sharing a specialised part-time consulting opportunity for software engineers with strong coding, debugging, technical writing, and code review skills. This role supports high-impact research collaborations with leading AI laboratories focused on improving advanced AI systems through evaluation datasets that assess reasoning quality, explanation quality, and technical judgment in coding-related interactions. Selected professionals will help craft realistic developer prompts, create authentic code-related evaluation scenarios, write high-quality technical responses, and contribute to improving how next-generation AI systems reason through software engineering questions. Key Responsibilities - Prompt & Scenario Development - Craft realistic developer prompts across multiple categories such as code review, debugging, error diagnosis, configuration, and related engineering tasks. - Source and adapt content from real pull requests to create authentic coding scenarios. - Structure prompts with all necessary context inline, including code snippets, logs, error messages, or requirements. - Technical Response Writing - Write clear, technically accurate model responses that demonstrate strong reasoning and explanation quality. - Contribute to evaluation materials designed to assess natural-language reasoning rather than only executable correctness. - Help create high-quality question-and-answer datasets for coding-related interactions. - Engineering Quality & Review - Apply software engineering judgment across debugging, testing, and code validation contexts. - Support quality and realism in technical scenarios used for AI evaluation. - Help ensure prompts and responses reflect real-world developer workflows and standards. Qualifications - 2+ years of experience in software engineering, technical research, or educational content development. - Bachelor's degree or higher in Software Engineering, Computer Science, or a related field. - Strong proficiency in languages such as Python, JavaScript, Java, or C++. - Experience with debugging, testing, and validating code. - Strong technical writing ability and attention to detail. - Ability to communicate software reasoning clearly and accurately. Preferred Qualifications - Advanced degree in Software Engineering, Computer Science, or a related field. - Experience reviewing code or creating technically rigorous engineering content. - Familiarity with real-world developer workflows such as pull requests, debugging, and issue analysis. - Comfort working in structured, research-oriented technical environments. - Ability to produce high-quality outputs in flexible, remote, project-based settings. Benefits - Contribute to cutting-edge AI research focused on software reasoning and technical judgment. - Apply real-world engineering expertise to high-impact evaluation dataset development. - Help improve how advanced AI systems respond to realistic coding and debugging questions. - Flexible remote work with competitive compensation. Contract Details - Independent contractor role. - Fully remote with flexible scheduling. - Compensation range of $70–$120 per hour. - Typical commitment of 15–25 hours per week, with flexibility up to 40 hours per week. - Project duration of approximately 1–2 months. - Weekly payments via Stripe or Wise. - Projects may be extended, shortened, or concluded early depending on project needs and performance. - Work will not involve access to confidential or proprietary information from any employer, client, or institution. - Please note: We are unable to support H1-B or STEM OPT candidates at this time. - Start date: Immediate. - Location requirements: United Kingdom, United States, Canada, Australia, New Zealand, Austria, Belgium, France, Germany, Liechtenstein, Luxembourg, Monaco, Netherlands, Switzerland, Bulgaria, Czech Republic, Hungary, Moldova, Poland, Romania, or Slovakia. About the Platform This opportunity is available through a leading AI-driven work platform that connects domain experts with frontier AI research projects. Experts contribute to improving advanced AI systems by providing specialised expertise across software engineering, technical reasoning, evaluation workflows, and domain-specific problem solving.

Overview Seeking a Senior Test and Evaluation (T&E) Engineer to support the U.S. Border Patrol’s Program Management Office Directorate (PMOD) charged with planning, acquiring, and managing the deployment and operation of technology and capabilities to keep our borders safe. We are seeking for an energetic self-starter individual who is focused on practical and efficient solutions delivered by an interdisciplinary, collaborative team. The candidate will join our T&E Team and provide full-time support. This position applies for teleworking, but client may require in-person meetings in their location in Washington, D.C. Some travel within the United States will be required. Responsibilities The T&E Engineer will work with other systems engineers, program managers, and technical subject matter experts to plan, execute technology demonstrations, system development testing, operational testing, operational assessment, and other T&E related activities, as well as data analysis and reporting of test and evaluation events. Specific responsibilities may include: - Leading or supporting the planning, execution, data collection, and reporting of technology demonstrations, system acceptance tests, and other technology and/or systems evaluation and assessment efforts - Leading or supporting the development of engineering plans and artifacts including: - Test and Evaluation Master Plan (TEMP) - Testing and Evaluation Gate Reviews (TEGR) - Test case / scenario designs - Systems Engineering Plans (SEP) - Functional Requirements Documents (FRD) - Software Requirements Specifications (SRS) - Integrated Master Schedules (IMS) - Participating in or leading T&E IPTs and/or working groups - Participating in program-level review boards, including engineering, configuration, risk, and test review boards - Coordinating and tracking project activities and status and provide status reporting and recommendations to the customer - Additional responsibilities include training and managing test team in test and evaluation activities and assisting in the development of policies and procedures designed to streamline test and evaluation activities Qualifications - Senior Level -10+ years of relevant experience and a STEM BS degree or 7 years relevant experience and a MS degree in systems engineering. - Mid Level - 5-7 years of relevant experience and a STEM BS degree or 4 years relevant experience and a MS degree in systems engineering. - Experience in developing, executing T&E strategy and plans in support of large, complex programs - Knowledge of DHS or DoD acquisition life cycle framework and systems engineering life cycle (SELC) framework - Knowledge of a broad spectrum of technical fields and engineering disciplines - Strong problem-solving skills, organizational skills, communication skills, and leadership skills - Flexible in adapting to change, and a strong desire to learn and acquire new skills. - Self-motivated, proactive, independent performer who can perform well in a collaborative, team environment - All positions require eligibility to acquire CBP BI, for which you must be a U.S Citizen. Highly Preferred: Active U.S. Customs and Border Protection (CBP) BI - This position is contingent upon completion of CBP BI and funding Applicants must meet eligibility requirements for a U.S. Government security clearance. Only US Citizens are eligible for a security clearance. For this position, LMI will only consider applicants with security clearances or applicants who are eligible for security clearances, due to the nature of the work.

• Produce, review, and maintain various types of documentation: technical, user, manuals, guides, FAQs, tutorial videos, and any other support materials related to our systems and processes. • Translate complex technical information into clear, accessible content for different audiences (internal and external). • Ensure organization, versioning, and regular updates of materials. • Create and standardize templates, models, and documentation best practices. • Work closely with product, development, and support teams to identify documentation needs. • Develop practical test cases based on requirements and specifications. • Execute functional testing of products (primarily manual tests). • Identify, record, and track inconsistencies, defects, or gaps found during testing. • Generate evidence of tests performed and, when necessary, update the corresponding documentation. • Structure, organize, and keep the company's internal knowledge base up to date (in tools such as Confluence or similar).