Role Description FindTutors is looking for creative Music Tutors in Manchester to inspire students in learning instruments, singing, or music theory. Lessons can be online or face-to-face. - Provide engaging and practical music lessons. - Support students with performance or exam preparation. - Tailor teaching to student goals and skill levels. - Encourage creativity and enjoyment of music. Qualifications - Strong background in music (instrument, singing, or theory). - No previous experience required, just enthusiasm and knowledge. - Good communication and motivational skills. - Flexibility to teach online or in person. Benefits - Flexible scheduling. - Pay between £20–£40 per hour. - Teach from anywhere in the UK. Company Description

We are currently seeking a dynamic and innovative private tutor to join our exceptional team of educators in the UK. We are specifically looking for a qualified teacher to become an integral part of our group of professional tutors dedicated to supporting students at every stage of their academic journey. At FindTutors, we present you with the opportunity to join our team of educators and help students who require assistance with their school work. We are actively seeking teachers who are proficient in the following areas: - Languages: English, Spanish, French, Italian, Chinese, Korean... - Science: Maths, Physics, Chemistry, Biology - School: Primary school, Secondary School and University - Extra-curricular activities: Music, guitar, piano… - Computing: Programming, Web design... REQUIREMENTS: - No prior experience necessary. - Knowledge of the subject being taught. ADVANTAGES: - Flexible schedule - Work from anywhere in the UK - Option to work online - Compensation ranging from £20 to £40 per hour

The Senior Data Scientist – Model Governance & DoD Data Fabrics leads the full lifecycle of advanced analytics and machine learning models in support of a Department of Defense (DoD) customer. In this role, you will own model development, deployment, monitoring, and governance across DoD data fabrics, with a strong emphasis on causal inference, Bayesian methods, model risk management, model cards, and ethical AI practices. You will ensure all models and analytics products align with the contract’s Acceptable Quality Levels (AQLs) and Quality Assurance Surveillance Plan (QASP), providing decision-quality insights to senior government stakeholders while maintaining rigorous technical and compliance standards. *This position is contingent upon contract award.* Responsibilities - Lead the end-to-end lifecycle of machine learning and statistical models, from problem framing and data acquisition through deployment, monitoring, and retirement. - Design and implement models using causal inference and Bayesian methods to support high-impact operational and strategic decisions. - Develop and maintain model risk management practices, including validation, back-testing, performance thresholds, and issue remediation. - Create and maintain model cards and other documentation that clearly describe model purpose, assumptions, limitations, performance, and governance controls. - Embed ethical AI principles into model design and usage, including fairness, transparency, clarity, and human-in-the-loop oversight. - Architect and scale analytical solutions on DoD data fabrics and cloud environments, collaborating with cloud architects and engineering teams. - Define and track model and analytics performance against AQLs and QASP metrics; proactively recommend improvements to meet or exceed targets. - Partner with security, infrastructure, and operations teams to ensure models comply with cybersecurity, data protection, and configuration management policies. - Provide technical leadership and mentorship to junior data scientists and analysts, reviewing work products and promoting best practices. - Prepare and deliver briefings, dashboards, and written reports that distill complex analytics into clear, actionable insights for senior leaders. - Support proposal and capture efforts by contributing data science subject matter expertise and solution concepts as needed. - Performs other related duties as assigned. Qualifications - Clearance: Active Secret clearance; must be able to obtain and maintain a Top Secret clearance if required by the customer. U.S. citizenship is required due to government contract requirements. - Experience: 9–12 years of progressive experience in data science, machine learning, statistics, or a closely related field, including support to DoD or other U.S. government customers. - Education: - Master’s degree (MS) in Data Science, Computer Science, Statistics, Electrical Engineering, or a closely related discipline (required). - PhD in one of these fields (preferred). - Demonstrated hands-on expertise with causal inference and Bayesian methods applied to real-world decision problems. - Proven experience implementing and maintaining model risk management frameworks in production environments. - Experience generating model cards and other structured documentation for models, including performance metrics and limitations. - Strong background in ethical AI concepts and techniques, including bias detection/mitigation and responsible AI governance. - Hands-on experience deploying and scaling models on cloud platforms and/or DoD data fabrics (e.g., enterprise data platforms, secure enclaves). - Proficiency in at least one major programming language used for data science (e.g., Python, R) and modern ML tooling (e.g., scikit-learn, PyTorch, TensorFlow). - Strong communication skills, with the ability to convey technical concepts to both technical and non-technical stakeholders. - Travel: Occasional travel may be required to support stakeholder engagements, technical reviews, and on-site integration or testing activities. Preferred - Relevant cloud architect or ML specialty certification (e.g., AWS, Azure, or other major cloud provider). - CompTIA Security+ certification. - ITIL Foundation certification (preferred). - Experience working with QASP-driven contracts and defining/monitoring AQLs for analytics or IT services. - Familiarity with DoD cybersecurity frameworks, RMF, and secure DevSecOps practices. - Prior experience supporting Air Force, joint, or combatant command–level analytics, or similar high-visibility federal programs. About Us Diné Development Corporation (DDC) is a Navajo Nation owned family of companies that provides government agencies and commercial organizations with high-quality IT, professional, environmental, and research and development services. DDC is dedicated to empowering the Navajo Nation and communities we serve. Benefits Eligible full-time employees receive a comprehensive benefits package, including medical, dental, vision, life and disability coverage, retirement savings with company match, paid time off, voluntary supplemental benefits, and access to an employee assistance program. The package also includes educational assistance, with tuition reimbursement. EEO Statement This contractor and subcontractor shall abide by the requirements of 41 CFR 60‑1.4(a), 60‑300.5(a) and 60‑741.5(a). These regulations prohibit discrimination against qualified individuals based on their status as protected veterans or individuals with disabilities, and prohibit discrimination against all individuals based on their race, color, religion, sex, sexual orientation, gender identity, national origin, or for inquiring about, discussing, or disclosing information about compensation, or any other basis prohibited by law. We participate in E‑Verify.

At Nachhilfeunterricht, we are actively seeking tutors to provide private lessons in Chinese. We are looking for individuals passionate about teaching, eager to play a crucial role in the academic development of our students. No prior experience is required to apply for this position, only the completion of compulsory higher education. Whether you prefer working from home or at the student's residence, you'll have the opportunity to significantly contribute to their academic achievements. If you are enthusiastic about teaching at the primary level, this is your chance to start working with your first students today. Tasks At Nachhilfeunterricht we are hiring teachers with a good knowledge of Chinese, so if you are available to give lessons welcome aboard! Requirements - We do not require previous experience in the position as a teacher Benefits - Flexibility of timetable - Possibility of remote work - You will be able to set the price of your classes OFFER DETAILS - Flexible timetable - Remuneration between 20 and 35EUR/h We are looking for a teacher with strong communication and teaching skills to be able to help students understand and comprehend the knowledge imparted in the subject.