Machine learning engineer

Job description
Position: ML Engineer

Location: Bangalore

Position Summary:

Your Role Responsibilities and Duties:

• Develop, implement, and optimize machine learning models for various applications, including predictive safety, content personalization, search, virtual assistant, time series forecasting, and clustering.

• Utilize a wide array of state-of-the-art machine learning and deep learning technologies to address diverse machine learning problems such as multilingual text classification, language modelling, and multi-modal learning.

• Do user-post/user-creator A/B tests to accurately assess embedding performance without data contamination.

• Collaborate with cross-functional teams to understand business requirements and translate them

into analytical solutions.

• Conduct thorough exploratory data analysis to uncover patterns, trends, and valuable insights.

• Deploy machine learning models into production environments using AWS services and implement scalable and efficient solutions for real-time and batch predictions.

Required Skills and Qualifications:

• Bachelor’s degree in computer science, Engineering, Statistics, or a related field.

• 5+ years of working experience in at least one of the advanced machine learning areas including computer graphics, reinforcement learning, recommendation system, and natural language processing.

• Proficiency in the Python programming language and experience with PyTorch, TensorFlow, or similar frameworks.

• Experience in designing and implementing machine learning-based solutions that ideally include online safety, voice-activated conversational systems, recommender systems, search engines, personalization, time series forecasting, and A/B testing.

• Strong machine learning, statistical and analytical skills.