Machine Learning Engineer

Roles & Responsibilities:

• Develop and deploy applications that utilize LLMs such as OpenAI GPT 4, Claude, Gemini
• Build and maintain MLOps pipelines, including data ingestion, versioning, chunking, vectorization, feature engineering, model training, deployment, and monitoring.
• Leverage cloud platforms (AWS, GCP, Azure) for ML model development, training, and deployment.
• Implement DevOps/MLOps/LLMOps best practices to automate ML workflows and improve efficiency.
• Develop and implement monitoring systems to track model performance and identify issues.
• Conduct A/B testing and experimentation to optimize model performance.
• Work closely with data scientists, engineers, and product teams to deliver ML solutions.
• Stay updated with the latest trends and advancements

Functional Skills:

Must-Have Skills:

• Strong foundation in machine learning algorithms and techniques
• Proficiency in Python and relevant ML libraries (e.g., TensorFlow, PyTorch, Scikit-learn, langchain)
• Familiar with AWS, Azure, or Google Cloud;

Good-to-Have Skills:

• Experience in building custom solutions using LLMs to meet specific business needs
• Experience in DevOps tools (e.g., Docker, Kubernetes, CI/CD)
• Experience with data engineering and pipeline development

Soft Skills:

• Excellent analytical and troubleshooting skills.
• Strong verbal and written communication skills
• Ability to work effectively with global, virtual teams
• High degree of initiative and self-motivation.
• Ability to manage multiple priorities successfully.
• Team-oriented, with a focus on achieving team goals
• Strong presentation and public speaking skills.

Basic Qualifications:

• Master’s degree and 1-3 years of experience in Software Engineering, Data Science or Machine Learning Engineering preferred OR
• Bachelor’s degree and 3 to 5 years of Software Engineering, Data Science or Machine Learning Engineering OR
  • Diploma and 7 to 9 years of I Software Engineering, Data Science or Machine Learning Engineering experience