Principal Machine Learning Engineer

2 days ago

Bengaluru, Karnataka, India Oracle Full time
Description

At Oracle Cloud Infrastructure (OCI), we build the future of the cloud for Enterprises as a diverse team of fellow creators and inventors. We act with the speed and attitude of a start-up, with the scale and customer-focus of the leading enterprise software company in the world.

In the OCI AI Science org we are addressing exciting challenges at the intersection of artificial intelligence and cutting-edge cloud infrastructure. As a Principal Machine Learning Engineer, you will lead the development of large-scale datasets and leverage machine learning and generative AI to advance Generative AI models. You will drive the design of benchmarking frameworks, define best practices for data quality and fairness, and partner with scientists, engineers, and product leaders to shape the org's data strategy.  



Responsibilities

Key Responsibilities: 

  • Lead the design, development, and scaling of large, high-quality datasets to advance generative AI models in multimodal domains (e.g., text, vision, speech). 
  • Define data standards and best practices for acquisition, cleaning, augmentation, annotation, and evaluation to ensure fairness, diversity, and representativeness. 
  • Guide the integration of cutting-edge techniques (e.g., fine-tuning, RLHF, domain adaptation) into data generation and model alignment pipelines.
  • Provide technical leadership in building scalable, reliable data pipelines and synthetic data platforms for production environments. 
  • Evaluate and operationalize research innovations, shaping how data preparation and generative AI methods transition into production-ready solutions.
  • Partner with research, engineering, and product leaders to define long-term data strategy and accelerate the adoption of generative AI solutions at scale.
  • Mentor and provide thought leadership to scientists and engineers, fostering a culture of data excellence and innovation

Qualifications and Skills:

  • Bachelors or Master's in Computer Science, Data Science, AI/ML, or related field with 6+ years of industry experience. 
  • Proficiency in Python and solid foundation in applied ML methods. 
  • Proficiency with Pytorch, Torchvision, OpenCV, and similar, as well as building and deploying DNN models in production.
  • Experience building large-scale data pipelines for acquisition, cleaning, augmentation, and validation. 
  • Ability to evaluate datasets for distribution, diversity, anomalies and fairness to assess overall quality and suitability for generative AI.
  • Experience with Computer Vision, NLP, Transformers, Large Language Models, Generative AI, optimizations around LLM training and serving. Experience with Multimodal models a bonus. 
  • Familiarity with advanced techniques (e.g., RLHF, domain adaptation, data augmentation) and their application in generative AI workflows. 
  • Proven track record of delivering scalable, data-centric ML solutions.
  • Excellent communication and leadership skills, with experience mentoring junior ML engineers and presenting technical strategies to senior stakeholders. 
Qualifications

Career Level - IC4

  • Principal Machine Learning Engineer

    2 days ago

    Bengaluru, Karnataka, India Oracle Full time

    At Oracle Cloud Infrastructure (OCI), we build the future of the cloud for Enterprises as a diverse team of fellow creators and inventors. We act with the speed and attitude of a start-up, with the scale and customer-focus of the leading enterprise software company in the world. In the OCI AI Science org we are addressing exciting challenges at the...

  • Principal Machine Learning Engineer

    1 week ago

    Bengaluru, Karnataka, India Informatica Full time US$ 6,00,000 - US$ 12,00,000 per year

    Informatica is on a journey to use generative AI to simplify cloud data management. Principal Machine Learning Engineer will drive the overall architecture and pipelines to enable Machine Learning engineers to build, train and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner. You will be visible and critical to...

  • Machine Learning Engineer

    1 week ago

    Bengaluru, Karnataka, India Spydra Full time ₹ 8,00,000 - ₹ 18,00,000 per year

    DescriptionJob Summary :We are seeking a talented and motivated Machine Learning Engineer to join our team. The ideal candidate will have a strong background in machine learning algorithms, data analysis, and software development.You will be responsible for designing, developing, and deploying machine learning models and systems that drive our products and...

  • Principal Machine Learning Operations Engineer

    1 week ago

    Bengaluru, Karnataka, India Autodesk Full time US$ 1,10,000 - US$ 2,00,000 per year

    Job Requisition ID #25WD89404Position OverviewThe ML Ops Engineering team is a fast-moving team combining software engineering with ML system deployment and operations. As an ML Ops Engineer on the team, you will be responsible for automating and simplifying machine learning workflows and deployments. ML Ops Engineers work to implement and deliver ML...

  • Machine Learning Engineer

    1 week ago

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

    Role Purpose:The Machine Learning Engineer III will play a critical role in advancing Jumio's Biometric Verification team's mission to develop and enhance state-of-the-art solutions for liveness detection. This role is essential for ensuring the highest standards of security and user verification through the application of advanced machine learning and deep...

  • Machine Learning Engineer

    1 week ago

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

    Role Purpose: The Machine Learning Engineer III will play a critical role in advancing Jumio's Biometric Verification team's mission to develop and enhance state-of-the-art solutions for liveness detection. This role is essential for ensuring the highest standards of security and user verification through the application of advanced machine learning and...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Weekday AI Full time US$ 4,00,000 - US$ 10,00,000 per year

    This role is for one of the Weekday's clientsMin Experience: 0 yearsLocation: Bengaluru, IndiaJobType: full-timeWe are seeking a skilled Machine Learning Engineer responsible for developing, deploying, and optimizing machine learning solutions for real-world use cases. The ideal candidate will work closely with cross-functional teams to build scalable ML...

  • Machine Learning Engineer

    1 week ago

    Bengaluru, Karnataka, India Weekday AI Full time US$ 1,50,000 - US$ 2,50,000 per year

    This role is for one of the Weekday's clientsMin Experience: 0 yearsLocation: Bengaluru, IndiaJobType: full-timeWe are seeking a skilled Machine Learning Engineer responsible for developing, deploying, and optimizing machine learning solutions for real-world use cases. The ideal candidate will work closely with cross-functional teams to build scalable ML...

  • Machine Learning Engineer

    2 weeks ago

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

    We are hiring for the position ofSenior Machine Learning Engineerfor a leadingE-commerce organizationbased inBangalore.Experience:4–6 yearsIf you have strong expertise inMachine Learning, Time Series Forecasting, Deep Learning, andLLMs, we would love to connect with youWhat would you be doing/ Expected from this role?• Collaborate with cross-functional...

  • Machine Learning Engineer

    2 weeks ago

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

    This role is for one of the Weekday's clientsMin Experience: 3 yearsLocation: BangaloreJobType: full-timeWe are seeking a highly skilled Machine Learning Engineer to design, build, and scale production-ready ML systems. The ideal candidate will have a strong software engineering background, hands-on experience with ML frameworks, and a deep understanding of...