Principal Architect- Machine Learning

2 days ago

Bengaluru Karnataka India, Karnataka Quantiphi Full time

Role: Principal Architect - ML

Location: Mumbai/Bangalore

Experience: 14+ years


Role & Responsibilities

  • Act as a trusted technical advisor for customers, addressing complex technical challenges pertaining to AI/ML Opportunities
  • Provide expertise in the architecture, design, and development of solutions within AWS
  • Collaborate with internal teams and external stakeholders to design optimized solutions on AWS Cloud
  • Work with the pre-sales team on RFP, RFIs and help them solutioning for different AI/ML use cases
  • Strong analytical skills to evaluate scenarios and use cases, offering potential solutions for AI/ML implementations
  • Stay up-to-date with the latest advancements in Generative AI and Machine Learning
  • Demonstrated problem solving, communication, and organizational skills, a positive attitude, and the proven ability to negotiate and influence others to obtain desired results.
  • Ability to speak in business terms, as well as the ability to effectively communicate both internally and externally.
  • Ability to collaborate with cross-functional teams such as Developers, QA, Project Managers, and other stakeholders to understand their requirements and implement solutions.
  • Ability to communicate technical roadmap, challenges, and mitigation.


Required Skills

  • Experience: 14+ years
  • Well-versed with AWS Cloud and AWS Machine Learning capabilities and offerings:

-Proven experience using AWS Sagemaker leveraging different types of data sources,

-Training jobs, real-time and batch Inference, and Processing Jobs.

  • Hands-on experience of working with Sagemaker studio, canvas, and data wrangler.
  • Experience with at least one of the workflow orchestration tools, Airflow, StepFunctions, SageMaker Pipelines, Kubeflow etc.
  • Ability to collaborate with cross-functional teams such as Developers, QA, Project Managers, and other stakeholders to understand their requirements and implement solutions.
  • Ability to create end to end solution architecture for model training, deployment and retraining using native AWS services such as Sagemaker, Lambda functions, etc.
  • Knowledge of a variety of machine learning techniques (Supervised/unsupervised etc.) (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
  • Understanding of LLM architectures ( LLaMA, Claude, Amazon Nova etc.), with a focus on their training and inference workflows
  • Expertise in designing, fine-tuning, and deploying generative AI models and building agentic workflows.
  • Experience with prompt engineering and optimization techniques to improve LLM outputs for specific business use cases
  • Good Understanding of open-source LLM frameworks and libraries (e.g., Hugging Face Transformers, LangChain, LlamaIndex, Haystack)
  • Great analytical skills, with expertise in analytical toolkits such as Logistic Regression, Cluster Analysis, Factor Analysis, Multivariate Regression, Statistical modeling, predictive analysis
  • Experience in leveraging AWS Lambda/API Gateway services for AI/ML model consumption and inferences. Hands-on experience with Dev Ops(CICD) & ML Ops services/tools.
  • Must have led teams of ML Engineers in end-to-end production deployment for projects.
  • Strong understanding of data privacy, compliance, and responsible AI practices while building and deploying LLM solutions in production environments

  • Principal Architect- Machine Learning

    3 weeks ago

    Bengaluru, Karnataka, India Quantiphi Full time

    Role: Principal Architect - MLLocation: Mumbai/BangaloreExperience: 14+ yearsRole & Responsibilities- Act as a trusted technical advisor for customers, addressing complex technical challenges pertaining to AI/ML Opportunities- Provide expertise in the architecture, design, and development of solutions within AWS- Collaborate with internal teams and external...

  • Principal Architect- Machine Learning

    3 weeks ago

    Bengaluru, Karnataka, India Quantiphi Full time

    Role: Principal Architect - MLLocation: Mumbai/BangaloreExperience: 14+ yearsRole & ResponsibilitiesAct as a trusted technical advisor for customers, addressing complex technical challenges pertaining to AI/ML OpportunitiesProvide expertise in the architecture, design, and development of solutions within AWSCollaborate with internal teams and external...

  • Associate Architect

    2 days ago

    Bengaluru, Karnataka, India, Karnataka Quantiphi Full time

    Role : Associate Architect - Machine Learning (Gen AI)Experience : 6 to 8 YearsLocation : Bangalore / Mumbai (Hybrid)Job Summary:We are looking for an experienced Associate Architect - Machine Learning to join our team, focused on building Agentic AI workflows, fine-tuning Large Language Models (LLMs), performing prompt engineering, and applying related...

  • Principal Machine Learning Scientist

    3 weeks ago

    Bengaluru, Karnataka, India Vito Full time

    Role : Principal Machine Learning Scientist AdTechLocation : Bangalore (5 days work from office)Experience : 1015 yearsAbout the Role : We are hiring a Principal Machine Learning Scientist to lead large-scale ML initiatives in the AdTech domain. This role involves developing and deploying advanced algorithms in personalization, ranking, targeting, and...

  • Architect - Machine Learning (Telecom Churn)

    2 days ago

    Bengaluru, Karnataka, India, Karnataka Quantiphi Full time

    Role : Solution Architect - Machine Learning (Telecom Churn & Advanced Analytics)Experience Level : 8 to 12 YearsLocation : India - Bangalore / MumbaiVision:In the highly competitive and dynamic telecommunications industry, retaining customers and maximizing their lifetime value are paramount. We are building a specialized team focused on designing and...

  • Machine Learning Engineer

    2 days ago

    Bengaluru, Karnataka, India, Karnataka Tata Consultancy Services Full time

    Greetings from TCS!We are looking for Machine Learning Engineer / ArchitectExperience: 3 - 8 YearsLocation: Hyderabad/BangaloreDesired Competencies (Technical/Behavioral Competency)Must-HaveExperience in working with various ML libraries and packages like Scikit learn, Numpy, Pandas, Tensorflow, Matplotlib, Caffe, etc.Deep Learning Frameworks: PyTorch,...

  • Principal Machine Learning Scientist

    2 weeks ago

    Bengaluru, Karnataka, India Nykaa Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    Role Description: Principal Machine Learning Scientist(IC) – AdTechAbout the Team:Nykaa's AdTech Data Science team is at the forefront of building intelligent, ML-powered advertising products including Sponsored Products, Display Ads, and Creative Personalization. We aim to serve highly relevant, personalized ads to millions of users while maximizing...

  • Principal Architect

    2 weeks ago

    Bengaluru, Karnataka, India Mobileum Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    About UsMobileum is a leading provider of Telecom analytics solutions for roaming, core network, security, riskmanagement, domestic and international connectivity testing, and customer intelligence. More than 1,000customers rely on its Active Intelligence platform, which provides advanced analytics solutions, allowingcustomers to connect deep network and...

  • Architect Machine Learning Engineer

    1 day ago

    Bengaluru, Karnataka, India engineersmind Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    Position: Senior/Lead/Architect Machine Learning Engineer (AWS / GCP)Work Location: Bengaluru(WFO)Responsibilities: Analyze and evaluate ML algorithms to solve specific problems, ranking them bysuccess probability. Explore, analyze, and visualize data to gain insights and understand its structure. Ensure data quality across various datasets and oversee the...

  • Principal Machine Learning Engineer-Office of CTO

    1 week ago

    Bengaluru, Karnataka, India Microsoft Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    We are building a planet-scale multi-modal database from the ground up. You will be part of the team that is reimagining the databases in the era of Large Language Models (LLMs) by deeply integrating Artificial Intelligence (AI) into all parts of the stack.As aPrincipal Machine Learning Engineer, you will lead and collaborate with a team of passionate...