Service Delivery Center, AI & Data, Machine Learning Engineer (MLE) - Manager Jo
Ernst & Young Oman, San Antonio, TX, United States
Location: Manayunk, Charlotte, San Antonio, Jacksonville, Alpharetta
At EY, we’re all in to shape your future with confidence.
We’ll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go. Join EY and help to build a better working world.
Manager - Financial Services Organization – AI and Data - Service Delivery Center
EY is the only professional services firm with a separate business unit (“FSO”) that is dedicated to the financial services marketplace. Our FSO teams have been at the forefront of every event that has reshaped and redefined the financial services industry. This practice also has several Service Delivery Centers that are made up of high-performing US-based resources who work closely with our experienced client-serving professionals to deliver project-based work and managed services to our US-based Financial Services clients. If you have a passion for rallying together to solve the most complex challenges in the financial services industry, come join our dynamic FSO team!
The opportunity
Data has yet to be utilized to its fullest potential. Financial institutions are looking to build smarter and more efficient ways to operate their business, through new opportunities uncovered by their data. You’ll be solving complex problems, as well as giving deliverables to our clients in the AI and data space. With support from a highly talented team, you’ll have tremendous growth opportunities, with a focus on continuous learning and skills development to become a leader that can make significant contributions to companies.
Your key responsibilities
You will be working with diverse teams of professionals with different skill sets to deliver a wide range of AI and data services. As part of that, you’ll need to be a team player with great communication skills, and have the desire to learn the technical skills required to fill the role.
Skills and attributes for success
Collaborating, mentoring, and coaching teams with diverse skills and backgrounds
Fostering an innovative and inclusive team-oriented work environment
Being accountable for the success of your team and the project’s components
Building strong relationships with your internal clients
Great communication and influencing skills
Demonstrating in-depth technical capabilities, professional knowledge, and interest in the financial industry and technology
Leading and managing multi-disciplinary teams through a product life cycle – requirements, design, development, and testing
Designing, building, and maintaining production-grade ML and DL models, machine learning workflows, and pipelines
Helping clients make data-driven decisions by working with structured and unstructured data sets and building out predictive models
Designing and developing solutions leveraging big data technology (Hadoop, Spark, etc.) to ingest, process, and analyze large, disparate data sets
To qualify for the role you must have
A bachelor's or master’s degree in computer science, information systems, or related technology majors
Minimum of 5 years of related work experience in AI/ML engineering or MLE/ML Ops
Experience working with business, management, and technology concepts
Proficiency in Python programming and associated machine learning libraries/packages (sklearn, TensorFlow, PyTorch, etc.)
Extensive experience with cloud platforms such as AWS, Azure, or Google Cloud Platform (GCP) for deploying and managing ML and AI solutions
Strong deep learning experience, particularly in applications of Neural Network architectures to Natural Language Processing, Computer Vision, and Machine Intelligence
Knowledge of MLOps practices for continuous integration and continuous deployment (CI/CD) of machine learning models in a cloud environment
Good written and verbal communication skills
A willingness and ability to travel at 0%-25%
Valid driver’s license in the US
Valid passport
Ideally, you’ll also have
Certification in any database management system, reporting or data visualization, or programming/statistical language
Working knowledge or certifications in cloud technologies such as Snowflake, Databricks, AWS, or Azure
Practical experience in developing and deploying Generative AI applications for various use cases such as text generation, image synthesis, and creative AI
Familiarity with cloud-based machine learning services like AWS SageMaker, Google AI Platform, or Azure Machine Learning
What we look for
We’re interested in professionals that are passionate about technology, who already have an understanding of data and are comfortable analyzing or manipulating it while generating reports for clients. You’ll also need to be able to clearly articulate both problems and proposed solutions, and have the willingness to learn and quickly adapt to changing requirements. On top of this, we’re looking for team players and hard workers who are not afraid to take initiative to master their craft and produce high-quality work. If you have a proactive approach and want to be part of a group that continues to grow significantly, this role is for you.
What working at EY offers
We offer a competitive compensation package where you’ll be rewarded based on your performance and recognized for the value you bring to our business. In addition, our Total Rewards package includes medical and dental coverage, both pension and 401(k) plans, a minimum of 15 days of vacation plus ten observed holidays and three paid personal days, and a range of programs and benefits designed to support your physical, financial, and social well-being. Plus, we offer:
Opportunities to develop new skills and progress your career
Support and coaching from some of the most engaging and knowledgeable colleagues
A collaborative environment where everyone works together to create a better working world
Excellent training and development prospects
About EY
As a global leader in assurance, tax, transaction, and advisory services, we hire and develop the most passionate people in their field to help build a better working world. This starts with a culture that believes in giving you the training, opportunities, and creative freedom to make things better. So that whenever you join, however long you stay, the exceptional EY experience lasts a lifetime.
Join us in building a better working world. Apply now.
What we offer you
At EY, we’ll develop you with future-focused skills and equip you with world-class experiences. We’ll empower you in a flexible environment, and fuel you and your extraordinary talents in a diverse and inclusive culture of globally connected teams. Learn more .
We offer a comprehensive compensation and benefits package where you’ll be rewarded based on your performance and recognized for the value you bring to the business. The base salary range for this job in all geographic locations in the US is $76,200 to $174,100. The base salary range for New York City Metro Area, Washington State and California (excluding Sacramento) is $91,400 to $197,900. Individual salaries within those ranges are determined through a wide variety of factors including but not limited to education, experience, knowledge, skills and geography. In addition, our Total Rewards package includes medical and dental coverage, pension and 401(k) plans, and a wide range of paid time off options.
Join us in our team-led and leader-enabled hybrid model. Our expectation is for most people in external, client serving roles to work together in person 40-60% of the time over the course of an engagement, project or year.
Under our flexible vacation policy, you’ll decide how much vacation time you need based on your own personal circumstances. You’ll also be granted time off for designated EY Paid Holidays, Winter/Summer breaks, Personal/Family Care, and other leaves of absence when needed to support your physical, financial, and emotional well-being.
Are you ready to shape your future with confidence? Apply today.
EY accepts applications for this position on an on-going basis.
For those living in California, please click here for additional information.
EY focuses on high-ethical standards and integrity among its employees and expects all candidates to demonstrate these qualities.
EY | Building a better working world
EY is building a better working world by creating new value for clients, people, society and the planet, while building trust in capital markets.
Enabled by data, AI and advanced technology, EY teams help clients shape the future with confidence and develop answers for the most pressing issues of today and tomorrow.
EY teams work across a full spectrum of services in assurance, consulting, tax, strategy and transactions. Fueled by sector insights, a globally connected, multi-disciplinary network and diverse ecosystem partners, EY teams can provide services in more than 150 countries and territories.
EY provides equal employment opportunities to applicants and employees without regard to race, color, religion, age, sex, sexual orientation, gender identity/expression, pregnancy, genetic information, national origin, protected veteran status, disability status, or any other legally protected basis, including arrest and conviction records, in accordance with applicable law.
EY is committed to providing reasonable accommodation to qualified individuals with disabilities including veterans with disabilities. If you have a disability and either need assistance applying online or need to request an accommodation during any part of the application process, please call 1-800-EY-HELP3, select Option 2 for candidate related inquiries, then select Option 1 for candidate queries and finally select Option 2 for candidates with an inquiry which will route you to EY’s Talent Shared Services Team (TSS) or email the TSS at ssc.customersupport@ey.com .
#J-18808-Ljbffr
In Summary: EY is the only professional services firm with a separate business unit dedicated to the financial services marketplace . Financial institutions are looking to build smarter and more efficient ways to operate their business, through new opportunities uncovered by their data . We’re interested in professionals that are passionate about technology, who have an understanding of data .
En Español: Ubicación: Manayunk, Charlotte, San Antonio, Jacksonville, Alpharetta En EY, estamos todos en la forma de su futuro con confianza. Te ayudaremos a tener éxito en una potencia global conectada de equipos diversos y llevar tu carrera donde quieras que vaya. Únete a EY y ayuda a construir un mejor mundo de trabajo. Gerente - Organización de Servicios Financieros AI y Centro de Entrega de Datos - El EY es la única empresa profesional de servicios con una unidad de negocio separada (FSO) dedicada al mercado de los servicios financieros. Nuestros equipos FSO han estado a la vanguardia de cada evento que ha reformado y redefinido el sector financiero. Esta práctica también cuenta con varios centros de entrega de servicios compuestos por recursos de alto rendimiento basados en Estados Unidos que trabajan estrechamente con nuestros profesionales administradores para desarrollar proyectos de datos basados y trabajar juntos. Con el apoyo de un equipo altamente talentoso, usted tendrá enormes oportunidades de crecimiento, con foco en el aprendizaje continuo y desarrollo de habilidades para convertirse en un líder que puede hacer contribuciones significativas a las empresas. Como parte de ello, tendrá que ser un jugador en equipo con grandes habilidades de comunicación y tener el deseo de aprender las habilidades técnicas necesarias para llenar la función. Habilidades y atributos para el éxito Colaborando, asesorando y entrenando equipos con diversas habilidades y antecedentes Fomentar un entorno de trabajo innovador e inclusivo orientado al equipo Ser responsable del éxito de su equipo y los componentes del proyecto Construir fuertes relaciones con sus clientes internos Gran capacidad de comunicación e influencia Demostrar capacidades técnicas profundas, conocimientos profesionales e interés por la industria financiera y la tecnología Liderazgo y gestión de equipos disciplinarios a través de un ciclo de vida de productos Requisitos de diseño, desarrollo y análisis profundo de Azure Diseño, construcción y mantenimiento de modelos de aprendizaje automático, flujos de trabajo de máquina y tuberías Tensiones MDL Procesorescripción de datos mediante sistemas de procesamiento de datos no estructurados y procesos informáticos Los usuarios deben disponer de una experiencia completa o amplia en desarrollar soluciones tecnológicas de inteligencia artificial (completo) Las aplicaciones básicas de software de escritura, ingeniería de computadora y de alta definición de datos, así como las tecnologías digitales, etc. Además, buscamos jugadores de equipo y trabajadores duros que no tengan miedo a tomar iniciativa para dominar su oficio y producir trabajo de alta calidad. Si tienes un enfoque proactivo y quieres formar parte de un grupo que continúa creciendo significativamente, este papel es para ti. Lo que trabajar en EY te ofrece ofrecemos un paquete de compensación competitivo donde serás recompensado según tu desempeño y reconocido por el valor que aportas a nuestro negocio. Esto comienza con una cultura que cree en darle la capacitación, oportunidades y libertad creativa para mejorar las cosas. Así que cada vez que se une, por mucho tiempo que permanezca, la experiencia excepcional de EY dura toda la vida. Únete a nosotros para construir un mundo laboral mejor. Aplique ahora. Lo que le ofrecemos En EY, lo desarrollaremos con habilidades enfocadas al futuro y lo equiparemos con experiencias de clase mundial. Le capacitaremos en un entorno flexible, y alimentaremos a usted y sus extraordinarios talentos en una cultura diversa e inclusiva de equipos conectados globalmente. Obtenga más información. Ofrecemos un paquete completo de compensaciones y beneficios donde será recompensado según su desempeño y reconocido por el valor que aporta al negocio. La variedad salarial básica para este trabajo en todas las ubicaciones en los Estados Unidos es de $76,200 a $174,100. El amplio rango salarial para personas dentro del área metropolitana de Nueva York (excluyendo nuestros planes de educación y pensiones híbridos) incluye una amplia gama de conocimientos geográficos, pero no incluyen nuestras opciones generales, incluyendo nuestra formación profesional y un modelo de jubilación, etc. Nuestra expectativa es que la mayoría de las personas en funciones externas para atender a los clientes trabajen juntas en persona del 40-60% del tiempo durante el transcurso de un compromiso, proyecto o año. Bajo nuestra política flexible de vacaciones, usted decidirá cuánto tiempo necesita basándose en sus propias circunstancias personales. También se le otorgará tiempo libre para unas vacaciones pagadas designadas por EY, descansos de invierno/verano, cuidado personal/familiar y otras licencias cuando sea necesario para apoyar su bienestar físico, financiero y emocional. ¿Estás listo para dar forma a tu futuro con confianza? Aplicar hoy mismo. Alimentado por conocimientos del sector, una red global conectada y multidisciplinaria y diversos socios ecosistémicos, los equipos de EY pueden proporcionar servicios en más de 150 países y territorios. EY ofrece oportunidades de empleo iguales a solicitantes e empleados sin importar raza, color, religión, edad, sexo, orientación sexual, identidad/expresión de género, embarazo, información genética, origen nacional, estatus protegido de veterano, estado de discapacidad o cualquier otra base legalmente protegida, incluidos registros de detenciones y condenas, de acuerdo con la ley aplicable.
At EY, we’re all in to shape your future with confidence.
We’ll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go. Join EY and help to build a better working world.
Manager - Financial Services Organization – AI and Data - Service Delivery Center
EY is the only professional services firm with a separate business unit (“FSO”) that is dedicated to the financial services marketplace. Our FSO teams have been at the forefront of every event that has reshaped and redefined the financial services industry. This practice also has several Service Delivery Centers that are made up of high-performing US-based resources who work closely with our experienced client-serving professionals to deliver project-based work and managed services to our US-based Financial Services clients. If you have a passion for rallying together to solve the most complex challenges in the financial services industry, come join our dynamic FSO team!
The opportunity
Data has yet to be utilized to its fullest potential. Financial institutions are looking to build smarter and more efficient ways to operate their business, through new opportunities uncovered by their data. You’ll be solving complex problems, as well as giving deliverables to our clients in the AI and data space. With support from a highly talented team, you’ll have tremendous growth opportunities, with a focus on continuous learning and skills development to become a leader that can make significant contributions to companies.
Your key responsibilities
You will be working with diverse teams of professionals with different skill sets to deliver a wide range of AI and data services. As part of that, you’ll need to be a team player with great communication skills, and have the desire to learn the technical skills required to fill the role.
Skills and attributes for success
Collaborating, mentoring, and coaching teams with diverse skills and backgrounds
Fostering an innovative and inclusive team-oriented work environment
Being accountable for the success of your team and the project’s components
Building strong relationships with your internal clients
Great communication and influencing skills
Demonstrating in-depth technical capabilities, professional knowledge, and interest in the financial industry and technology
Leading and managing multi-disciplinary teams through a product life cycle – requirements, design, development, and testing
Designing, building, and maintaining production-grade ML and DL models, machine learning workflows, and pipelines
Helping clients make data-driven decisions by working with structured and unstructured data sets and building out predictive models
Designing and developing solutions leveraging big data technology (Hadoop, Spark, etc.) to ingest, process, and analyze large, disparate data sets
To qualify for the role you must have
A bachelor's or master’s degree in computer science, information systems, or related technology majors
Minimum of 5 years of related work experience in AI/ML engineering or MLE/ML Ops
Experience working with business, management, and technology concepts
Proficiency in Python programming and associated machine learning libraries/packages (sklearn, TensorFlow, PyTorch, etc.)
Extensive experience with cloud platforms such as AWS, Azure, or Google Cloud Platform (GCP) for deploying and managing ML and AI solutions
Strong deep learning experience, particularly in applications of Neural Network architectures to Natural Language Processing, Computer Vision, and Machine Intelligence
Knowledge of MLOps practices for continuous integration and continuous deployment (CI/CD) of machine learning models in a cloud environment
Good written and verbal communication skills
A willingness and ability to travel at 0%-25%
Valid driver’s license in the US
Valid passport
Ideally, you’ll also have
Certification in any database management system, reporting or data visualization, or programming/statistical language
Working knowledge or certifications in cloud technologies such as Snowflake, Databricks, AWS, or Azure
Practical experience in developing and deploying Generative AI applications for various use cases such as text generation, image synthesis, and creative AI
Familiarity with cloud-based machine learning services like AWS SageMaker, Google AI Platform, or Azure Machine Learning
What we look for
We’re interested in professionals that are passionate about technology, who already have an understanding of data and are comfortable analyzing or manipulating it while generating reports for clients. You’ll also need to be able to clearly articulate both problems and proposed solutions, and have the willingness to learn and quickly adapt to changing requirements. On top of this, we’re looking for team players and hard workers who are not afraid to take initiative to master their craft and produce high-quality work. If you have a proactive approach and want to be part of a group that continues to grow significantly, this role is for you.
What working at EY offers
We offer a competitive compensation package where you’ll be rewarded based on your performance and recognized for the value you bring to our business. In addition, our Total Rewards package includes medical and dental coverage, both pension and 401(k) plans, a minimum of 15 days of vacation plus ten observed holidays and three paid personal days, and a range of programs and benefits designed to support your physical, financial, and social well-being. Plus, we offer:
Opportunities to develop new skills and progress your career
Support and coaching from some of the most engaging and knowledgeable colleagues
A collaborative environment where everyone works together to create a better working world
Excellent training and development prospects
About EY
As a global leader in assurance, tax, transaction, and advisory services, we hire and develop the most passionate people in their field to help build a better working world. This starts with a culture that believes in giving you the training, opportunities, and creative freedom to make things better. So that whenever you join, however long you stay, the exceptional EY experience lasts a lifetime.
Join us in building a better working world. Apply now.
What we offer you
At EY, we’ll develop you with future-focused skills and equip you with world-class experiences. We’ll empower you in a flexible environment, and fuel you and your extraordinary talents in a diverse and inclusive culture of globally connected teams. Learn more .
We offer a comprehensive compensation and benefits package where you’ll be rewarded based on your performance and recognized for the value you bring to the business. The base salary range for this job in all geographic locations in the US is $76,200 to $174,100. The base salary range for New York City Metro Area, Washington State and California (excluding Sacramento) is $91,400 to $197,900. Individual salaries within those ranges are determined through a wide variety of factors including but not limited to education, experience, knowledge, skills and geography. In addition, our Total Rewards package includes medical and dental coverage, pension and 401(k) plans, and a wide range of paid time off options.
Join us in our team-led and leader-enabled hybrid model. Our expectation is for most people in external, client serving roles to work together in person 40-60% of the time over the course of an engagement, project or year.
Under our flexible vacation policy, you’ll decide how much vacation time you need based on your own personal circumstances. You’ll also be granted time off for designated EY Paid Holidays, Winter/Summer breaks, Personal/Family Care, and other leaves of absence when needed to support your physical, financial, and emotional well-being.
Are you ready to shape your future with confidence? Apply today.
EY accepts applications for this position on an on-going basis.
For those living in California, please click here for additional information.
EY focuses on high-ethical standards and integrity among its employees and expects all candidates to demonstrate these qualities.
EY | Building a better working world
EY is building a better working world by creating new value for clients, people, society and the planet, while building trust in capital markets.
Enabled by data, AI and advanced technology, EY teams help clients shape the future with confidence and develop answers for the most pressing issues of today and tomorrow.
EY teams work across a full spectrum of services in assurance, consulting, tax, strategy and transactions. Fueled by sector insights, a globally connected, multi-disciplinary network and diverse ecosystem partners, EY teams can provide services in more than 150 countries and territories.
EY provides equal employment opportunities to applicants and employees without regard to race, color, religion, age, sex, sexual orientation, gender identity/expression, pregnancy, genetic information, national origin, protected veteran status, disability status, or any other legally protected basis, including arrest and conviction records, in accordance with applicable law.
EY is committed to providing reasonable accommodation to qualified individuals with disabilities including veterans with disabilities. If you have a disability and either need assistance applying online or need to request an accommodation during any part of the application process, please call 1-800-EY-HELP3, select Option 2 for candidate related inquiries, then select Option 1 for candidate queries and finally select Option 2 for candidates with an inquiry which will route you to EY’s Talent Shared Services Team (TSS) or email the TSS at ssc.customersupport@ey.com .
#J-18808-Ljbffr
In Summary: EY is the only professional services firm with a separate business unit dedicated to the financial services marketplace . Financial institutions are looking to build smarter and more efficient ways to operate their business, through new opportunities uncovered by their data . We’re interested in professionals that are passionate about technology, who have an understanding of data .
En Español: Ubicación: Manayunk, Charlotte, San Antonio, Jacksonville, Alpharetta En EY, estamos todos en la forma de su futuro con confianza. Te ayudaremos a tener éxito en una potencia global conectada de equipos diversos y llevar tu carrera donde quieras que vaya. Únete a EY y ayuda a construir un mejor mundo de trabajo. Gerente - Organización de Servicios Financieros AI y Centro de Entrega de Datos - El EY es la única empresa profesional de servicios con una unidad de negocio separada (FSO) dedicada al mercado de los servicios financieros. Nuestros equipos FSO han estado a la vanguardia de cada evento que ha reformado y redefinido el sector financiero. Esta práctica también cuenta con varios centros de entrega de servicios compuestos por recursos de alto rendimiento basados en Estados Unidos que trabajan estrechamente con nuestros profesionales administradores para desarrollar proyectos de datos basados y trabajar juntos. Con el apoyo de un equipo altamente talentoso, usted tendrá enormes oportunidades de crecimiento, con foco en el aprendizaje continuo y desarrollo de habilidades para convertirse en un líder que puede hacer contribuciones significativas a las empresas. Como parte de ello, tendrá que ser un jugador en equipo con grandes habilidades de comunicación y tener el deseo de aprender las habilidades técnicas necesarias para llenar la función. Habilidades y atributos para el éxito Colaborando, asesorando y entrenando equipos con diversas habilidades y antecedentes Fomentar un entorno de trabajo innovador e inclusivo orientado al equipo Ser responsable del éxito de su equipo y los componentes del proyecto Construir fuertes relaciones con sus clientes internos Gran capacidad de comunicación e influencia Demostrar capacidades técnicas profundas, conocimientos profesionales e interés por la industria financiera y la tecnología Liderazgo y gestión de equipos disciplinarios a través de un ciclo de vida de productos Requisitos de diseño, desarrollo y análisis profundo de Azure Diseño, construcción y mantenimiento de modelos de aprendizaje automático, flujos de trabajo de máquina y tuberías Tensiones MDL Procesorescripción de datos mediante sistemas de procesamiento de datos no estructurados y procesos informáticos Los usuarios deben disponer de una experiencia completa o amplia en desarrollar soluciones tecnológicas de inteligencia artificial (completo) Las aplicaciones básicas de software de escritura, ingeniería de computadora y de alta definición de datos, así como las tecnologías digitales, etc. Además, buscamos jugadores de equipo y trabajadores duros que no tengan miedo a tomar iniciativa para dominar su oficio y producir trabajo de alta calidad. Si tienes un enfoque proactivo y quieres formar parte de un grupo que continúa creciendo significativamente, este papel es para ti. Lo que trabajar en EY te ofrece ofrecemos un paquete de compensación competitivo donde serás recompensado según tu desempeño y reconocido por el valor que aportas a nuestro negocio. Esto comienza con una cultura que cree en darle la capacitación, oportunidades y libertad creativa para mejorar las cosas. Así que cada vez que se une, por mucho tiempo que permanezca, la experiencia excepcional de EY dura toda la vida. Únete a nosotros para construir un mundo laboral mejor. Aplique ahora. Lo que le ofrecemos En EY, lo desarrollaremos con habilidades enfocadas al futuro y lo equiparemos con experiencias de clase mundial. Le capacitaremos en un entorno flexible, y alimentaremos a usted y sus extraordinarios talentos en una cultura diversa e inclusiva de equipos conectados globalmente. Obtenga más información. Ofrecemos un paquete completo de compensaciones y beneficios donde será recompensado según su desempeño y reconocido por el valor que aporta al negocio. La variedad salarial básica para este trabajo en todas las ubicaciones en los Estados Unidos es de $76,200 a $174,100. El amplio rango salarial para personas dentro del área metropolitana de Nueva York (excluyendo nuestros planes de educación y pensiones híbridos) incluye una amplia gama de conocimientos geográficos, pero no incluyen nuestras opciones generales, incluyendo nuestra formación profesional y un modelo de jubilación, etc. Nuestra expectativa es que la mayoría de las personas en funciones externas para atender a los clientes trabajen juntas en persona del 40-60% del tiempo durante el transcurso de un compromiso, proyecto o año. Bajo nuestra política flexible de vacaciones, usted decidirá cuánto tiempo necesita basándose en sus propias circunstancias personales. También se le otorgará tiempo libre para unas vacaciones pagadas designadas por EY, descansos de invierno/verano, cuidado personal/familiar y otras licencias cuando sea necesario para apoyar su bienestar físico, financiero y emocional. ¿Estás listo para dar forma a tu futuro con confianza? Aplicar hoy mismo. Alimentado por conocimientos del sector, una red global conectada y multidisciplinaria y diversos socios ecosistémicos, los equipos de EY pueden proporcionar servicios en más de 150 países y territorios. EY ofrece oportunidades de empleo iguales a solicitantes e empleados sin importar raza, color, religión, edad, sexo, orientación sexual, identidad/expresión de género, embarazo, información genética, origen nacional, estatus protegido de veterano, estado de discapacidad o cualquier otra base legalmente protegida, incluidos registros de detenciones y condenas, de acuerdo con la ley aplicable.