AI ML Architect
1in06 alight india private
📍 in-up-noida-candor techspace tower 1 in-hr-gurgaon-candor techspace tower 8 india🕐 5mo ago🔗 workday
Job Description
**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
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.
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