Oceanside, CA, 92054, USA
1 day ago
Director, Artificial Intelligence and Machine Learning (AI/ML) Quality Oversight
We’re here for one reason and one reason only – to cure cancer. Every moment is dedicated to developing treatments and every action moves us one step closer to our goal. We’ve made incredible scientific breakthroughs and our pioneering personalized CAR T-cell therapies have changed the paradigm. But we're not finished yet. Join Kite, as we make even bigger advances in cancer therapies, and help shape where our business and medical science goes next. We believe every employee deserves a great leader. People Leaders are the cornerstone to the employee experience at Gilead and Kite. As a people leader now or in the future, you are the key driver in evolving our culture and creating an environment where every employee feels included, developed and empowered to fulfil their aspirations. Join Kite and help create more tomorrows. **Job Description** We are seeking a highly experienced **Director of Artificial Intelligence and Machine Learning (AI/ML) Quality Oversight** to establish and lead the quality assurance strategy for our AI/ML initiatives, specifically within a **Good Manufacturing Practice (GMP) environment** . This pivotal role will be responsible for defining, implementing, and maintaining rigorous quality standards and processes across the entire AI/ML lifecycle – from model development and deployment to ongoing monitoring and governance – ensuring the reliability, accuracy, ethical compliance, and overall quality of our AI/ML solutions in this regulated context. The Director will foster trust and drive responsible innovation while adhering to the stringent requirements of GMP. **Job Responsibilities** **AI/ML Quality Strategy and Oversight:** + Establish and lead the overall quality strategy and framework for all AI/ML initiatives across the organization, ensuring adherence to quality principles and standards. + Define and implement comprehensive quality assurance processes and methodologies throughout the AI/ML lifecycle, from data acquisition and model development to deployment and monitoring. + Serve as the primary point of contact and subject matter expert for AI/ML quality-related policies, procedures, and guidelines. + Develop and implement training curricula and materials to support the effective rollout and adoption of AI/ML quality standards, policies, and procedures across relevant teams. **Quality Assurance in Model Development & Deployment:** + Define and oversee quality gates and validation processes for the creation and implementation of machine learning models addressing diverse business needs. + Ensure the quality and reliability of Natural Language Processing (NLP) solutions developed for tasks including sentiment analysis and automation. + Establish quality assurance measures for the integration of Large Language Models (LLMs) in advanced AI applications such as chatbots, language generation, and custom AI solutions. **Quality in AI Model Lifecycle Management:** + Develop and enforce quality standards for robust systems and processes across the entire AI model lifecycle, including continuous model monitoring, retraining strategies, and performance optimization. **AI Governance, Ethics, and Quality Compliance:** + Develop and implement quality checks within comprehensive frameworks for responsible and compliant AI utilization, ensuring adherence to ethical standards and regulatory requirements. **Algorithm Quality and Performance:** + Define quality metrics and oversee the crafting and optimization of algorithms for various applications, ensuring accuracy, speed, and scalability. **Quality in Predictive Analytics & Forecasting:** + Establish quality assurance processes for leveraging machine learning methodologies to analyze historical data and predict future trends, ensuring the reliability of insights for strategic decision-making. **Quality in Deep Learning Applications:** + Define quality standards and oversee the development and implementation of deep learning models for complex applications such as image and speech recognition and autonomous systems. **Quality in Reinforcement Learning for Autonomous Systems:** + Establish quality assurance measures for the deployment of reinforcement learning algorithms used to train autonomous systems for real-time decision-making. **AI Model Explainability, Interpretability, and Trust:** + Champion the implementation of quality checks for techniques ensuring the explainability and interpretability of AI models, fostering trust and understanding among both technical and non-technical stakeholders. **Basic Qualifications:** + PhD in degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field with 8+ years of progressive experience in developing and deploying machine learning models and AI solutions, with a strong emphasis on quality assurance and oversight OR + Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field with 10+ years of progressive experience in developing and deploying machine learning models and AI solutions, with a strong emphasis on quality assurance and oversight OR + Bachelor’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field with 12+ years of progressive experience in developing and deploying machine learning models and AI solutions, with a strong emphasis on quality assurance and oversight OR + Associate’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field with 14+ years of progressive experience in developing and deploying machine learning models and AI solutions, with a strong emphasis on quality assurance and oversight OR + High School Degree with 16+ years of progressive experience in developing and deploying machine learning models and AI solutions, with a strong emphasis on quality assurance and oversight. **Preferred Qualifications:** + Advanced degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field. + 10+ years of progressive experience in developing and deploying machine learning models and AI solutions, with a strong emphasis on quality assurance and oversight. + Deep understanding of machine learning algorithms, statistical modeling, and data mining techniques, with a focus on quality validation. + Hands-on experience with NLP, deep learning frameworks (e.g., TensorFlow, PyTorch), and deploying models in production environments, with a quality-centric approach. + Strong understanding of AI ethics, governance, responsible AI practices, and their implications for quality assurance. + Excellent communication, presentation, and interpersonal skills, with the ability to explain complex technical concepts related to AI quality to both technical and non-technical audiences. + Experience with quality assurance methodologies applied to Large Language Models (LLMs) and their integration. + Experience with quality assessment and validation of reinforcement learning applications for autonomous systems. + Experience in developing and implementing quality management systems for the AI model lifecycle. + Familiarity with quality assurance tools and best practices for cloud-based AI/ML platforms. + Publications or presentations related to AI/ML quality or testing. + Relevant certifications in quality assurance or AI/ML. + Willingness to travel to domestic and international sites as required. The salary range for this position is: $191,250.00 - $247,500.00. Kite considers a variety of factors when determining base compensation, including experience, qualifications, and geographic location. These considerations mean actual compensation will vary. This position may also be eligible for a discretionary annual bonus, discretionary stock-based long-term incentives (eligibility may vary based on role), paid time off, and a benefits package. Benefits include company-sponsored medical, dental, vision, and life insurance plans*. For additional benefits information, visit: https://www.gilead.com/careers/compensation-benefits-and-wellbeing * Eligible employees may participate in benefit plans, subject to the terms and conditions of the applicable plans. Kite is a biopharmaceutical company engaged in the development of innovative cancer immunotherapies with a goal of providing rapid, long-term durable response and eliminating the burden of chronic care. The company is focused on chimeric antigen receptor (CAR) and T cell receptor (TCR) engineered cell therapies designed to empower the immune system's ability to recognize and kill tumors. Kite is based in Santa Monica, CA. For more information on Kite, please visit www.kitepharma.com . Sign up to follow @KitePharma on Twitter at www.twitter.com/kitepharma . **For jobs in the United States:** Gilead Sciences Inc. is committed to providing equal employment opportunities to all employees and applicants for employment, and is dedicated to fostering an inclusive work environment comprised of diverse perspectives, backgrounds, and experiences. Employment decisions regarding recruitment and selection will be made without discrimination based on race, color, religion, national origin, sex, age, sexual orientation, physical or mental disability, genetic information or characteristic, gender identity and expression, veteran status, or other non-job related characteristics or other prohibited grounds specified in applicable federal, state and local laws. In order to ensure reasonable accommodation for individuals protected by Section 503 of the Rehabilitation Act of 1973, the Vietnam Era Veterans' Readjustment Act of 1974, and Title I of the Americans with Disabilities Act of 1990, applicants who require accommodation in the job application process may contact ApplicantAccommodations@gilead.com for assistance. For more information about equal employment opportunity protections, please view the 'Know Your Rights' (https://www.eeoc.gov/employers/eeo-law-poster) poster. NOTICE: EMPLOYEE POLYGRAPH PROTECTION ACT (http://www.dol.gov/whd/regs/compliance/posters/eppac.pdf) YOUR RIGHTS UNDER THE FAMILY AND MEDICAL LEAVE ACT PAY TRANSPARENCY NONDISCRIMINATION PROVISION (https://www.dol.gov/sites/dolgov/files/OFCCP/pdf/pay-transp\_%20English\_formattedESQA508c.pdf) Our environment respects individual differences and recognizes each employee as an integral member of our company. Our workforce reflects these values and celebrates the individuals who make up our growing team. Gilead provides a work environment free of harassment and prohibited conduct. We promote and support individual differences and diversity of thoughts and opinion. **For Current Kite Pharma Employees and Contractors:** Please apply via the Internal Career Opportunities portal in Workday. **Change The World With Us** Everyone at Kite is grounded by one common goal – curing cancer. Every day, we aim to establish a direct line between that purpose and our day-to-day work. We are creating Kite together, with the recognition that the best teams are built by the best people. We maintain an attitude of curiosity, and creativity with each challenge as we develop a new market for cancer therapies. We appreciate and respect one another, and most importantly, we don’t take success for granted. While we’ve come a long way to make what others viewed as impossible, possible, we know one thing is certain. Today is just the beginning.
Por favor confirme su dirección de correo electrónico: Send Email