AI Developer - Senior Manager - AI - Financial Services - Consulting - Location OPEN at EY (Ernst & Young)
San Francisco, CA
About the Job
At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better. Join us and build an exceptional experience for yourself, and a better working world for all.The exceptional EY experience. It's yours to build.EY focuses on high-ethical standards and integrity among its employees and expects all candidates to demonstrate these qualities.Senior Manager – Financial Services – Advanced AnalyticsEY is a leader in serving the global financial services marketplace and the only professional services firm with a separate business unit dedicated to the financial services industry – the Financial Services Organization (FSO). Our focused model and bold ambition have put us at the center of the events that continue to reshape and redefine our industry, working side by side with a range of clients from our most venerable institutions to dynamic new entrants across Banking and Capital Markets, Wealth and Asset Management and Insurance. Our purpose is to help build a financial services industry in which financial institutions are trusted and flourish, and the global economy is healthy, growing, and secure. If you have a passion for rallying together to solve complex challenges, then come join our dynamic FSO team!The business problems our clients are facing today are not the same problems they have faced in the past. The rapid pace of development in AI and the technology that enables it has created an urgent need to innovate and adapt to the new global business paradigm. Financial institutions are looking to build smarter and more efficient ways to operate their business, create new revenue streams, and better manage risk, through new opportunities uncovered by their data. We believe that to fully unlock the potential of AI and advanced analytics we need to look not only at the application of AI, but also at the strategy level for how best to transform the enterprise into one that is technology and data focused and ready for the new age. Our clients’ problems are becoming increasingly complex while at the same time the need to automate and streamline is rising.The opportunityAs a member of the Advanced Analytics team, we’ll look to you to provide our clients with a unique business perspective on how data science and analytics can transform and improve their entire organization - starting with key business issues they face. This is a high growth, high visibility area with plenty of opportunities to enhance your skillset and build your career. We provide constant room for growth through client engagements and personal development. Our practitioners develop and lead innovative techniques and methods, supporting both business and technology leaders. This role provides the unique opportunity to build a professional network, tackle complex issues, and drive cutting edge approaches across industry leading clients and domains. You will help our clients navigate the complex world of modern data science and analytics.What to expectYou’ll be working with a newly created team in truly uncharted territory. You will apply your knowledge and experience to support the delivery of key projects, build valuable relationships both within EY and with clients, and develop strong capabilities through both formal training and working with senior mentors and talented colleagues.You’ll spend most of your time working with a wide variety of clients to help with designing advanced analytics solutions, undertaking proof-of-concepts, and implementing these solutions to help clients to compete effectively in this dynamic environment.Skills and attributes for success
• Fostering an innovative and inclusive team-oriented work environment
• Leading and coaching diverse teams of professionals with different backgrounds
• Providing subject matter expertise in defining technical and business approaches
• Building strong relationships with the clients and cultivating business opportunities
• Initiating and building thought leadership through white papers, point of views, and proof of concepts
• Working in an entrepreneurial environment to pave your own career pathTo qualify for the role you must have
• A bachelor's or master’s degree
• Around 8 or more years of related work experience in banking, capital markets, insurance or asset management space
• Practical experience in leading and managing multi-disciplinary teams through a product life cycle – requirements, design, development and testing
• Demonstrated experience of technically leading and guiding a team of machine learning experts
• Strong machine learning and data structure design, development and architecture experience
• Ability to understand what adds value and proactively explore and identify new data sources and/or new machine learning techniques that could be helpful.
• Strong deep learning experience, particularly in applications of Neural Network architectures to Natural Language Processing, Computer Vision, Machine Intelligence and/or Reinforcement Learning
• Strong understanding of data management and model evaluation and training techniques for Neural Networks.
• Strong understanding of classical ML techniques like KNN, Kmeans, PCA, GBM, SVM and regression
• Experience in one or more deep learning frameworks such as Pytorch, Torch, Caffe, Keras, or Tensorflow.
• Practical experience using the following tools and technologies:o SAS, R, Python, SPSS, MapR, Flume, Hue, Impala, predictive analytics, machine learning, artificial intelligence
• Exceptional communication skills, both verbal and written, and desire to educate others about our ML models.
• Demonstrated ability to work across and influence different stakeholders within an organization.
• Passion for machine learning & data analysis. Demonstrated exploration of new techniques outside of day-to-day job duties.
• Strong analytical and problem-solving skills
• Prior experience in project management and client serving roles
• Ability to understand business challenges and translate them into value add analytics solutions
• Excellent leadership and teaming skills
• A willingness and ability to travel to meet client needs; travel is estimated at 80%-90%
• Valid passportIdeally, you’ll also have
• A degree in computer science, engineering, accounting, finance or a related field; MBA or MS degree preferred
• Prior consulting experienceWhat we look forWe’re interested in self-motivated and passionate leaders with a strong vision and desire to stay on the cutting edge of data technology and science. We are looking for individuals who aspire to build collaborative team environments and possess effective management skills while demonstrating in-depth technical capabilities and industry knowledge.If you have a genuine drive for helping consumers achieve the full potential of their data while working towards your own development, this role is for you!What we offerWe 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 $176,500 to $403,000. The salary range for New York City Metro Area, Washington State and California (excluding Sacramento) is $211,800 to $458,000. 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.Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.EY accepts applications for this position on an on-going basis. If you can demonstrate that you meet the criteria above, please contact us as soon as possible.EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate.Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.For those living in California, please click here for additional information.EY is an equal opportunity, affirmative action employer providing 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
• Fostering an innovative and inclusive team-oriented work environment
• Leading and coaching diverse teams of professionals with different backgrounds
• Providing subject matter expertise in defining technical and business approaches
• Building strong relationships with the clients and cultivating business opportunities
• Initiating and building thought leadership through white papers, point of views, and proof of concepts
• Working in an entrepreneurial environment to pave your own career pathTo qualify for the role you must have
• A bachelor's or master’s degree
• Around 8 or more years of related work experience in banking, capital markets, insurance or asset management space
• Practical experience in leading and managing multi-disciplinary teams through a product life cycle – requirements, design, development and testing
• Demonstrated experience of technically leading and guiding a team of machine learning experts
• Strong machine learning and data structure design, development and architecture experience
• Ability to understand what adds value and proactively explore and identify new data sources and/or new machine learning techniques that could be helpful.
• Strong deep learning experience, particularly in applications of Neural Network architectures to Natural Language Processing, Computer Vision, Machine Intelligence and/or Reinforcement Learning
• Strong understanding of data management and model evaluation and training techniques for Neural Networks.
• Strong understanding of classical ML techniques like KNN, Kmeans, PCA, GBM, SVM and regression
• Experience in one or more deep learning frameworks such as Pytorch, Torch, Caffe, Keras, or Tensorflow.
• Practical experience using the following tools and technologies:o SAS, R, Python, SPSS, MapR, Flume, Hue, Impala, predictive analytics, machine learning, artificial intelligence
• Exceptional communication skills, both verbal and written, and desire to educate others about our ML models.
• Demonstrated ability to work across and influence different stakeholders within an organization.
• Passion for machine learning & data analysis. Demonstrated exploration of new techniques outside of day-to-day job duties.
• Strong analytical and problem-solving skills
• Prior experience in project management and client serving roles
• Ability to understand business challenges and translate them into value add analytics solutions
• Excellent leadership and teaming skills
• A willingness and ability to travel to meet client needs; travel is estimated at 80%-90%
• Valid passportIdeally, you’ll also have
• A degree in computer science, engineering, accounting, finance or a related field; MBA or MS degree preferred
• Prior consulting experienceWhat we look forWe’re interested in self-motivated and passionate leaders with a strong vision and desire to stay on the cutting edge of data technology and science. We are looking for individuals who aspire to build collaborative team environments and possess effective management skills while demonstrating in-depth technical capabilities and industry knowledge.If you have a genuine drive for helping consumers achieve the full potential of their data while working towards your own development, this role is for you!What we offerWe 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 $176,500 to $403,000. The salary range for New York City Metro Area, Washington State and California (excluding Sacramento) is $211,800 to $458,000. 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.Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.EY accepts applications for this position on an on-going basis. If you can demonstrate that you meet the criteria above, please contact us as soon as possible.EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate.Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.For those living in California, please click here for additional information.EY is an equal opportunity, affirmative action employer providing 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
