Data Analyst - L3

Primary skill

Dataiku, Machine Learning, Natural Language Processing, Data Science, Python

Secondary skill

Deep Learning, MLOps

JD

 You will be responsible for:

• Providing leadership and accountability for the work you undertake
• Articulating your work and ideas
• Adapting to fast-changing business requirements and propose relevant ML use cases
• Taking on ideas and responding to feedback from the business and other technical experts
• Researching and implementing new algorithms and models fit for purpose.
• Taking part in daily stand-ups with the team and your assigned Dev teams to receive work and supply updates.
• Maintaining knowledge of the inner workings of all applications within your portfolio, ensuring that all system dependencies are documented.
• Responsible to try different algorithms, build your own algorithms and deploy the models for consumption.

You will have:

• Minimum 3 years’ experience in designing and building automation use cases leveraging AI/ML and NLP by processing structured and unstructured data
• Proficient and hands on experience in developing models using concepts of Machine Learning / Artificial Intelligence , Tuning and Testing of the models
• Good programming skills with Python and various open-source ML libraries
• Developed & Proficient in algorithms on regression modelling (linear/logistic), supervised and unsupervised classification, tree-based techniques (Decision trees /Random forest), Pattern Mining and boosting techniques, etc.
• Delivered at least one Solutions based on ML/AI/NLP into production or POC level and involved in overall ML lifecycle
• Good experience in Exploratory Data Analysis, Data Preprocessing , Data cleansing etc.
• Experience building data pipelines at production scale.
• Experience working in structured and unstructured data at a scale and with varied data sources format like text, csv, avro, log data etc.
• Model deployment experience and integration with systems consuming models.

It would be a bonus if you also had:

• Experience with containers like Docker / Kubernetes
• Experience with Dataiku platform
• Understanding of Artificial Neural Network and deep learning concepts and technologies such as Keras, Tensorflow, PyTorch will be added advantage.
• Agile working with knowledge on Jira, Confluence etc.
• Experience building the REST APIs using frameworks such as Flask / Django /Falcon