Data Scientist at Synechron
About the job
Job Title: Machine Learning Engineer
Location: Pune/Bangalore
Experience: 2-5 years
Software Requirements:
- Proficiency in machine learning engineering, deep learning, and statistical ML
- Experience with API frameworks such as Django and fastapi
- Strong knowledge of solutioning using Large Language Models (LLMs)
- Familiarity with machine learning frameworks including PyTorch, TensorFlow, Keras, Langchain, OpenAI, Ollama, and other relevant frameworks
- Experience in building solutions using Convolutional Neural Networks (CNN), transformers, and transfer learning
Overall Responsibilities:
- Develop and implement machine learning solutions for complex business problems
- Collaborate with cross-functional teams to understand and address business needs through machine learning models
- Design and architect scalable and efficient ML solutions
- Provide technical expertise and guidance in the development and deployment of machine learning models
- Stay updated with the latest advancements in machine learning and deep learning technologies
Skills and Qualities:
- Strong understanding of machine learning, deep learning, and statistical ML concepts
- Proficiency in API frameworks such as Django and fastapi
- Experience in solutioning using Large Language Models (LLMs)
- Expertise in PyTorch, TensorFlow, Keras, Langchain, OpenAI, Ollama, and other relevant frameworks
- Proven ability to build solutions using CNN, transformers, and transfer learning
Experience:
- 2-5 years of hands-on experience in machine learning engineering and deep learning
- Demonstrated experience in building and deploying machine learning models in real-world scenarios
- Track record of working with API frameworks, large language models, and various machine learning frameworks
Day-to-Day Activities:
- Develop and deploy machine learning models using PyTorch, TensorFlow, and other relevant frameworks
- Collaborate with data scientists and software engineers to integrate machine learning models into production systems
- Participate in the design and implementation of scalable and efficient ML solutions
- Stay updated with the latest advancements in machine learning and deep learning technologies