Wipro is looking for a Principal Engineer, Machine Learning to develop our analytics platform, build and deploy models, and extract actionable insights from diverse data sources. You will design and implement solutions that meet specific business needs within an environment inspired by reinvention and constant evolution.
What You'll Do
- Help develop an analytics platform that integrates insights from diverse data sources.
- Build, deploy, and test machine learning and classification models.
- Train and retrain systems when necessary.
- Design experiments, train and track performance of machine learning and AI models that meet specific business requirements.
- Identify ways to gather and build training data with automated data labelling techniques and the creation of highly accurate training datasets.
- Automatic extraction of causal knowledge from diverse information sources such as databases, news, social media, videos and images.
- Develop customized machine learning solutions including data querying and knowledge extraction.
- Develop and implement approaches for extracting patterns and correlations from both internal and external data sources using time series machine learning models.
- Work in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators.
- Distil insights from complex data, communicating findings to technical and non-technical audiences.
- Develop, improve, or expand in-house computational pipelines, algorithms, models, and services used in crop product development.
- Constantly document and communicate results of research on data mining, analysis, and modelling approaches.
What We're Looking For
- 10+ years of overall professional experience.
- 5+ years of experience working with NLP and ML technologies.
- Proven experience as a Machine Learning Engineer or similar role.
- Experience with NLP/ML frameworks and libraries.
- Proficient with the Python scripting language.
- Background in machine learning frameworks like TensorFlow, PyTorch, Scikit Learn, etc.
- Demonstrated experience developing and executing machine learning, deep learning, data mining and classification models.
- Conversant with the latest in NLP and NLU models including transformer architectures and in creating explainable AI.
- Ability to communicate the advantages and disadvantages of choosing specific models to various stakeholders.
- Proficient with relational databases and SQL. Ability to write efficient queries and optimize the storage and retrieval of data within the database.
- Experience with creating and working on APIs, Serverless architectures and Containers.
- Experience with Machine Learning Operations (MLOps).
Technical Stack
- Python
- TensorFlow
- PyTorch
- Scikit Learn
- SQL
- APIs
- Serverless architectures
- Containers
Team & Environment
You will work in an Agile, collaborative environment, partnering closely with other scientists, engineers, consultants, and database administrators.
Wipro is an equal opportunity employer.
