Sr. Machine Learning Engineer
- Emerson
- 5 - 10 years
- Pune
- 4 months ago
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Job Description
- Design, build, and deploy machine learning models and algorithms to solve specific business problems. Optimize models for performance and scalability.
- Work with large data sets to preprocess, clean, and transform data for use in machine learning models. Develop and maintain data pipelines.
- Monitor and evaluate the performance of deployed models, making adjustments and improvements as needed to ensure accuracy and reliability.
- Work with multi-functional teams such as data scientists, analysts, and product managers to understand requirements and deliver machine learning solutions that meet business needs.
- Keep up with the latest research and trends in machine learning and artificial intelligence. Explore and implement new techniques and technologies to enhance model performance.
- Document model development processes, code, and standard methodologies. Provide clear and comprehensive reports on model performance and metrics
- Participate in regular Scrum events such as Sprint Planning, Sprint Review, and Sprint Retrospective.
- Bachelor s degree in computer science, Data Science, Statistics, or a related field or a masters degree or higher is preferred.
- More than 5 years of experience in machine learning engineering or a related role, with a strong track record of developing and deploying machine learning models.
- Proficiency in programming languages such as Python or R. Experience with machine learning frameworks (e.g., Go, TensorFlow, PyTorch, scikit-learn, Hugging Face Transformers, LangChain, or similar).
- Experience designing and optimizing prompts for large language models (LLMs). Multimodal AI
- Proficiency in React, Angular for building interactive AI-powered UIs
- Experience integrating ML models into web applications using REST APIs, WebSockets, or GraphQL
- Ability to fine-tune foundation models on domain-specific data.
- Understanding of ethical AI, bias mitigation, and model interpretability in generative systems
- Deep understanding of transformer-based models (e.g., GPT, LLaMA, Claude), diffusion models, and generative adversarial networks (GANs)
- Experience with LangChain, Semantic Kernel, AutoGen, or similar frameworks for building AI agents.
- Designing agents that can plan, reason, and interact with APIs, databases, and external tools.
- Experience with data processing and manipulation tools and libraries (e.g., pandas, NumPy).
- Strong analytical and problem-solving skills, with the ability to handle complex and large-scale data sets.
- Experience with deploying machine learning models to production environments, including knowledge of containerization technologies (e.g., Docker or equivalent) and cloud platforms, Microsoft Azure is preferred
- Hands-on experience with Azure Machine Learning, Azure OpenAI, Azure Cognitive Services, and Azure Functions
- Excellent verbal and written communication skills, with the ability to explain technical concepts to non-technical collaborators
Job Classification
Industry: Industrial Equipment / MachineryFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Head - EngineeringEmployement Type: Full timeContact Details:
Company: EmersonLocation(s): Pune
Keyskills: transformers python scikit-learn kernel golang microsoft azure azure cognitive services numpy machine learning docker pandas react.js angular r tensorflow written communication websocket pytorch graphql programming communication skills
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