Machine Learning Engineer

Firstsource; India; Remote; INR 1,400,000 - 2,200,000; Full time

Job summary

A leading technology services provider is looking for a Machine Learning Engineer specializing in generative AI. The role involves developing and deploying advanced AI models for various applications, optimizing performance, and collaborating with cross-functional teams. Candidates should have a degree in Computer Science and experience with AI frameworks like TensorFlow or PyTorch. This position offers the flexibility of remote work.

Qualifications

• Proven experience in developing and deploying generative AI models.
• Strong programming skills in Python and proficiency with ML libraries.
• Strong programming skills in Python
• Familiarity with NLP, computer vision and AI techniques
• Cloud deployment experience (AWS, GCP or Azure)
• Knowledge of data preprocessing, feature engineering, and model evaluation
• Excellent problem-solving and communication skills
• Ability to work independently and in a team

Responsibilities

• Develop, train, and optimize generative AI models for various applications.
• Collaborate with teams to understand project requirements and deliver AI solutions.
• Conduct research to stay updated on generative AI advancements
• Implement and maintain scalable ML pipelines for training and deployment
• Evaluate and fine-tune models for performance and efficiency
• Perform data preprocessing, augmentation, and annotation for datasets
• Troubleshoot issues related to model performance and data quality
• Document model architecture and performance metrics for reports

Skills

Python

Generative AI

Machine Learning

Natural Language Processing (NLP)

Computer Vision

Data Preprocessing

Education

Bachelor's or Master's degree in Computer Science or related field

Tools

TensorFlow

PyTorch

AWS

Google Cloud

Azure

MLOps tools

Job description

Machine Learning Engineer (Generative AI) - Firstsource Solutions

Overview

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. You will collaborate with cross-functional teams to integrate these models into our products, enhancing their capabilities and delivering exceptional value to our clients.

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Responsibilities

• 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.

Qualifications

• 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.
• Excellent problem-solving skills and the ability to work independently and as part of a team.
• Strong communication skills to effectively convey technical concepts to non-technical stakeholders.

Preferred Qualifications

• Experience with GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), and other advanced generative models.
• Understanding of ethical considerations and bias mitigation in AI systems.
• 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.

About Firstsource

Firstsource Solutions Limited, an RP-Sanjiv Goenka Group company (NSE: FSL, BSE: 532809, 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. Our real-world practitioners work collaboratively to deliver future-focused outcomes.

Job Details

• Seniority level: Associate
• Employment type: Full-time
• Job function: Information Technology
• Industries: Technology, Information and Media, IT Services and IT Consulting, and IT System Data Services
• Years of Experience: 2+ Years
• Skills: AIML and Python
• Work Mode: Remote

Disclaimer

Firstsource follows a fair, transparent, and merit-based hiring process. We never ask for money at any stage. Beware of fraudulent offers and always verify through our official channels or @firstsource.com email addresses.