Sr. Manager - Artificial Intelligence/Machine Learning Technologies & Architecture
Westchester, IL, United States
The Sr. Manager - Artificial Intelligence/Machine Learning Technologies & Architecture will be responsible for managing, designing, developing, and deploying scalable and robust artificial intelligence and machine learning solutions for various business problems to enable digital transformation and innovation across various functions. This senior-level role demands a candidate with a strong background in AI/ML design, development and, architecture of AI/ML, technologies, and partnership with technical and non-technical stakeholders. This role will collaborate with cross-functional teams to architect, design and ensure development of impactful solutions that optimize processes, for the identified opportunities. This role will also be responsible for managing the AI/ML operations. This role will lead an external team of AI/ML engineers, architects, consultants, and data scientists under a factory model approach.
This position will work closely with the Digital Partners, Solution Delivery leads, business analysts, consultants, developers, and project managers to understand the business requirements, translate them into AI/ML initiatives, and ensure the delivery of high-quality solutions. This position will recommend the best solutions to meet the business requirements and will also provide technical guidance, best practices, and troubleshooting support to the executing teams.
Core Responsibilities:
Analyze the business requirements and processes of our business and translate them into solutions.
Design and implement end-to-end AI/ML pipelines, including data ingestion and processing, model development and deployment, monitoring, and evaluation.
Apply best practices and standards for AI/ML engineering, such as code quality, testing, documentation, version control, and continuous integration / continuous delivery & deployment.
Select and use appropriate AI/ML frameworks, tools, and platforms, such as TensorFlow, PyTorch, Scikit-learn, Azure, or GCP.
Research and evaluate the latest AI/ML techniques and algorithms and apply them to solve business problems.
Design and document the solution architecture, including the integration, security, scalability, and performance aspects.
Accountable for ensuring that the solutions are developed and configured according to the solution design and specifications.
Review and approve all detailed solution design artifacts like functional and technical specifications.
Test and validate the solutions and ensure they meet the quality standards and expectations of the solution architecture and design.
Provide technical leadership and mentorship to the development team and ensure the adherence to the best practices and standards.
Collaborate with data engineers, data scientists, business analysts, and stakeholders to understand the business needs, define the AI/ML objectives, and communicate the results and insights.
Provide technical guidance and mentorship to junior AI/ML engineers and data scientists.
Manage the AI/ML operations team and ensure the quality, reliability, and scalability of AI/ML solutions.
Establish and enforce best practices, standards, and processes for AI/ML development and deployment.
Collaborate with stakeholders, product managers, and engineers to define and prioritize AI/ML requirements and deliverables.
Monitor and evaluate the performance and impact of AI/ML solutions and provide feedback and recommendations for improvement.
Collaborate with the digital partners, project managers, solution delivery leads, business analysts, and end-users to provide feedback, updates, and recommendations on the solutions.
Provide expert advice, help and support to resolve any technical issues and challenges that arise during the project implementation and deployment.
Stay updated on the latest technologies, trends, and innovations and suggest improvements and enhancements to the solutions. Evaluate new and emerging technologies and trends, conducting feasibility studies and prototyping to assess potential impact and value and foster a culture of innovation and learning within the team.
Serve as a trusted advisor to Digital Partner and Digital technology Solutions Leadership Team on function technology related matters, providing insights and recommendations to inform strategic decision-making.
Requirements: Bachelor's degree or higher in Computer Science, Engineering, Mathematics, Statistics, or related field.
5 to 7 years of experience in AI/ML engineering, or related roles.
Proficient in one or more of the AI/ML programming languages
Strong knowledge and experience in AI/ML concepts, such as supervised and unsupervised learning, deep learning, computer vision, natural language processing, reinforcement learning, etc.
Hands-on experience in building and deploying AI/ML solutions using various frameworks, tools, and platforms, such as TensorFlow, PyTorch, Scikit-learn, Azure, or GCP.
Experience in working with large and complex datasets, using SQL, NoSQL, or big data technologies.
Experience in managing and optimizing AI/ML pipelines, workflows, and infrastructure.
Excellent communication and presentation skills, with the ability to explain complex AI/ML concepts and solutions to both technical and non-technical audiences.
Experience in applying DevOps principles and practices to AI/ML engineering, such as code quality, testing, documentation, version control, and continuous integration / continuous delivery & deployment.
Experience working in a global environment, with the ability to navigate cultural differences and collaborate effectively with diverse teams across geographies.
Experience working in a matrixed environment, with the ability to influence.
Handle multiple priorities simultaneously.
Ability and willingness to travel.
Excellent communication, presentation, and interpersonal skills.
Ability to work independently and as part of a team.
Ability to work under pressure and meet deadlines.
Certification in AI/ML solutions & architecture or related fields is a plus.
We are an equal opportunity employer and value diversity at our company. We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
Ingredion provides accommodations to job applicants with disabilities throughout the hiring process. If a job applicant requires an accommodation during the application process or through the selection process, we will work with the applicant to meet the job applicant's accommodation needs.
We are an equal opportunity employer and value diversity at our company. Ingredion seeks to provide a work environment that is free from harassment and discrimination. We will not tolerate any form of discrimination based on race, color, religion, age, gender, gender identity, gender expression, national origin, ancestry, handicap or disability-mental or physical-marital status, sexual orientation, veteran status, disability resulting from military service, or any other classification protected by law ("protected classifications"). We are committed to establishing and maintaining a work environment where everyone is treated with dignity and respect.
Relocation Available:
Yes, Within Country