AI/ML Architect
- Role
- Unknown
- Experience
- Senior
The listing doesn't say where it hires from. Check the description or the employer's site before applying.
No BS summary
Hands-on AI/ML Architect role as an Individual Contributor, designing, building and deploying scalable AI/ML solutions. You will write production grade code, build models, architect ML platforms, and collaborate with cross-functional teams. Not people-management focused.
Core skills
Required skills
Our Story
At Alight, we believe a company's success starts with its people. Alight embraces values that come directly from our people - purposeful, human, united and growth-minded - reflecting our inclusive culture and promise that our clients expect. We are passionate about connecting purpose with impact. Alight empowers clients to build a healthier and more financially secure workforce by unifying the benefits ecosystem across health, wealth, wellbeing, navigation, and absence management.
Our Benefits
With a comprehensive total rewards package, Alight offers programs and plans that support your mind, body, wallet, and life. Benefits include health, starting Day One. Additionally, Alight colleagues enjoy wellbeing programs, retirement plans, and career growth opportunities - all within a thriving global organization.
Great Place to Work
Thanks to the work of every colleague, Alight has received multiple awards of recognition including "Great Place to Work" for the past 7 years and Fortune's "Best Companies to Work For." To learn more about our company culture and awards Click Here.
We invite you to join our team! Learn more at careers.alight.com .
THE ROLE
AI / ML Architect (Hands-On | Individual Contributor)
Experience
8-10 years total experience with 5+ years in AI / ML systems and strong hands-on coding skills.
Role Summary
We are looking for a hands-on AI / ML Architect who will work as an Individual Contributor, designing, building and deploying scalable AI / ML solutions. This role is NOT people-management focused - you will actively write production grade code, build models, architect ML platforms, and collaborate closely with cross functional engineering, product, and domain teams.
What You'll Do:
We are currently seeking an experienced AI Architect who will collaborate closely with cross-functional teams to develop and deploy AI-powered features and tools that optimize employee experiences and drive business outcomes.
As an AI/ML Arch, you will be responsible for designing, developing, and deploying machine learning models and AI applications that solve complex business problems. Expert in Designing and developing search and chat applications that utilize Agentic AI. Design and develop AI paved paths for the Alight engineering organization. Experiment to evaluate application performance, including designing experiments to evaluate the performance of machine learning models, and then analyze and interpret the results to improve model performance. Stay up to date with new tools and technologies and evaluating their potential impact on the business. Work with stakeholders to develop and tune algorithms to address business needs. You should be able to effectively communicate your ideas in non-technical terms to help educate business partners Evaluate, fine-tune, and deploy LLMs and foundation models; implement RAG, guardrails, and prompt engineering best practices (conversant with Github Copilot). Conversant with LLM security practices - Secure model deployment, Input validation, Data verification (guardrails) etc. Write production quality Python code for:
Feature Engineering Model evaluation Interface services (APIs)
Conversant with Spring AI - building MCPs, tools, pre-plugin and post-plugin etc. Build high performant Ingestion pipelines. Expertise across cloud (AWS), data engineering, ML/GenAI and data ingestion techniques Work with CI/CD pipelines (Github Actions, Gitlab, Jenkins) Mentor engineers on ML best practices (without direct people management) Collaborate on a high-performing, agile team with a global presence
What You'll Need:
Overall, 8 -10 years of experience into Data Engineering, Ingestion, AI ML / Gen AI related projects. Specifically, AI / Gen AI / ML project(s) with 5+ years of experience Master's degree with preferred concentrations in Computer Science, Data Science, Math, Actuarial Science, Engineering, or related field. Experience writing in Python or Spark (ScalaSpark or PySpark) and with popular machine learning libraries such as TensorFlow, Keras, PyTorch, and conversant with JAVA (Spring AI) Conversant with Spring boot services AI/ML architects should have experience with data preparation and data engineering tasks such as data cleaning, feature engineering, and data transformation Knowledge of deep learning architectures and techniques, such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and reinforcement learning. Familiarity with AWS data and data science tools including SageMaker, Glue, Lambdas, etc. Experience in Agile and DevOps development process Must be able to clearly communicate complex technical concepts to a non-technical audience
Application and Interview
By applying for a position with Alight, you understand that, should you be made an offer, it will be contingent on your undergoing and successfully completing a background check consistent with Alight's employment policies. Background checks may include some or all the following based on the nature of the position: Government ID validation , education verification, employment verification, and criminal check, search against global sanctions and government watch lists, credit check, and/or drug test. You will be notified during the hiring process which checks are required by the position.
Alight requires all virtual interviews to be conducted on video. Please be aware that Alight is a camera-on culture and may require occasional travel to one of our physical office locations.
Our commitment to Inclusion
We celebrate differences and believe in fostering an environment where everyone feels valued, respected, and supported. We know that diverse teams are stronger, more innovative, and more successful.
SSN/SIN to be replaced with Government ID to get aligned with India context Agree
We offer you a competitive total rewards package, continuing education & training, and tremendous potential with a growing worldwide organization.
DISCLAIMER:
Nothing in this job description restricts management's right to assign or reassign duties and responsibilities of this job to other entities; including but not limited to subsidiaries, partners, or purchasers of Alight business units. .
What you'll do
- Designing and developing search and chat applications that utilize Agentic AI.
- Design and develop AI paved paths for the Alight engineering organization.
- Experiment to evaluate application performance, including designing experiments to evaluate the performance of machine learning models, and then analyze and interpret the results to improve model performance.
- Stay up to date with new tools and technologies and evaluating their potential impact on the business.
- Work with stakeholders to develop and tune algorithms to address business needs. You should be able to effectively communicate your ideas in non-technical terms to help educate business partners.
- Evaluate, fine-tune, and deploy LLMs and foundation models; implement RAG, guardrails, and prompt engineering best practices (conversant with Github Copilot).
- Conversant with LLM security practices - Secure model deployment, Input validation, Data verification (guardrails) etc.
- Write production quality Python code for: Feature Engineering, Model evaluation, Interface services (APIs).
- Conversant with Spring AI - building MCPs, tools, pre-plugin and post-plugin etc.
- Build high performant Ingestion pipelines.
- Expertise across cloud (AWS), data engineering, ML/GenAI and data ingestion techniques.
- Work with CI/CD pipelines (Github Actions, Gitlab, Jenkins).
- Mentor engineers on ML best practices (without direct people management).
- Collaborate on a high-performing, agile team with a global presence.
What they require
- Overall, 8 -10 years of experience into Data Engineering, Ingestion, AI ML / Gen AI related projects.
- Specifically, AI / Gen AI / ML project(s) with 5+ years of experience.
- Master's degree with preferred concentrations in Computer Science, Data Science, Math, Actuarial Science, Engineering, or related field.
- AI/ML architects should have experience with data preparation and data engineering tasks such as data cleaning, feature engineering, and data transformation.
- Knowledge of deep learning architectures and techniques, such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and reinforcement learning.
- Familiarity with AWS data and data science tools including SageMaker, Glue, Lambdas, etc.
- Experience in Agile and DevOps development process.
- Must be able to clearly communicate complex technical concepts to a non-technical audience.
Benefits
- health, starting Day One
- wellbeing programs
- retirement plans
- career growth opportunities
- competitive total rewards package
- continuing education & training
- tremendous potential with a growing worldwide organization
At Alight, we believe a company's success starts with its people. Alight embraces values that come directly from our people - purposeful, human, united and growth-minded - reflecting our inclusive culture and promise that our clients expect. We are passionate about connecting purpose with impact. Alight empowers clients to build a healthier and more financially secure workforce by unifying the benefits ecosystem across health, wealth, wellbeing, navigation, and absence management.