Senior Machine Learning Engineer

4 days ago

Pune, Maharashtra, India Domnic Lewis Pvt. Ltd Full time

Responsibilities may include the following and other duties may be assigned:

  • Design, develop, and implement machine learning models and algorithms to solve complex business problems.
  • Use software design principles to develop production ready code.
  • Collect, preprocess, and analyze large datasets to train and evaluate machine learning models.
  • Optimize and fine-tune machine learning models for performance and accuracy.
  • Deploy machine learning models into production environments and monitor their performance.
  • Develop processes and tools to monitor and analyze model performance and data accuracy.
  • Stay up to date with the latest advancements in machine learning and apply them to improve existing models and algorithms.
  • Collaborate with cross-functional teams to integrate machine learning solutions into existing systems and workflows.
  • Document and communicate machine learning solutions, methodologies, and results to technical and non-technical stakeholders.
  • Mentor and provide guidance to junior Machine Learning Engineers.

Required Knowledge and Experience:

  • Bachelor's degree from an accredited institution in a technical discipline such as the sciences, technology, engineering, or mathematics
  • 5+ years of industry experience in writing production level, scalable code (e.g. in Python)
  • 4+ years of experience with one or more of the following machine learning topics: classification, clustering, optimization, recommendation system, deep learning
  • 4+ years of industry experience with distributed computing frameworks such as PySpark
  • 4+ years of industry experience with popular ml frameworks such as Spark MLlib, Keras, Tensorflow, PyTorch, HuggingFace Transformers and other libraries (like scikit-learn, spacy, genism etc.).
  • 4+ years of industry experience with major cloud computing services like AWS or Azure or GCP
  • 1+ years of experience in building and scaling Generative AI Applications, specifically around frameworks like Langchain, PGVector, Pinecone, Bedrock.
  • Experience in building Agentic AI applications.
  • 2+ years of technical leadership leading junior engineers in a product development setting

Preferred Qualifications:

  • MS or Ph.D. in Computer Science, Software Engineering, Electrical Engineering, or related fields.
  • Proficient in containerization services
  • Proficient in Sagemaker to deploy the models
  • Experience with working in CICD framework
  • Experience in deploying and scaling Open source LLM Models

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