Manager of Performance Management

1 day ago

India Firstsource Full time
ML Manager
Required Experience : 7+ Years
Work Mode: Remote

Firstsource Solutions Limited, an RP-Sanjiv Goenka Group company (NSE: FSL, BSE: , Reuters: FISO.BO, Bloomberg: FSOL:IN), is a specialized global business process services partner, providing transformational solutions and services spanning the customer lifecycle across Healthcare, Banking and Financial Services, Communications, Media and Technology, Retail, and other diverse industries. With an established presence in the US, the UK, India, Mexico, Australia, South Africa, and the Philippines, we make it happen for our clients, solving their biggest challenges with hyper-focused, domain-centered teams and cutting-edge tech, data, and analytics. As a Machine Learning Engineer specializing in generative AI, you will be responsible for designing, developing, and deploying advanced machine learning models that generate high-quality, human-like content. Develop, train, and optimize generative AI models for various applications, including text, image, and audio generation.
Collaborate with product managers, software engineers, and data scientists to understand project requirements and deliver robust AI solutions.
Conduct research to stay updated on the latest advancements in generative AI and apply best practices to improve model performance.
Implement and maintain scalable machine learning pipelines for training and deploying models in production environments.
Evaluate and fine-tune models to ensure they meet performance, accuracy, and efficiency standards.
Perform data preprocessing, augmentation, and annotation to prepare high-quality datasets for model training.
Troubleshoot and resolve issues related to model performance, data quality, and integration with other systems.
Document model architecture, training processes, and performance metrics for internal and client-facing reports.
Bachelor's or Master's degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
Proven experience in developing and deploying generative AI models using frameworks such as TensorFlow, PyTorch, or similar.
Strong programming skills in Python and proficiency with machine learning libraries and tools.
Familiarity with natural language processing (NLP), computer vision, and other relevant AI techniques.
Experience with cloud platforms such as AWS, Google Cloud, or Azure for model deployment and management.
Knowledge of data preprocessing, feature engineering, and model evaluation techniques.
Strong communication skills to effectively convey technical concepts to non-technical stakeholders.

Experience with GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), and other advanced generative models.
Contributions to open-source projects or publications in relevant conferences/journals.
Experience with MLOps practices and tools for continuous integration and deployment of machine learning models.

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