Staff Machine Learning Engineer - Python

Job Title : Staff Machine Learning Engineer - Content Team

Location : Gurgaon, India (Hybrid)

Job Type : Permanent

In this Role, you will get to :

- Lead the team technically in improving scalability, stability, accuracy, speed and efficiency of our existing ML systems and processes.

- Build, administer and scale ML processing pipelines.

- Be comfortable navigating the following technology stack: Python3, Pyspark, scripting (Bash/Python), Hadoop, SQL, S3 etc.

- Should be able to understand internals of ML models such as Random Forest, CNN, Regression models, etc

- Design, build, test and deploy new libraries, frameworks or full systems for our core systems while keeping to the highest standards of testing and code quality.

- Work with experienced engineers and product owners to identify and build tools to automate many large-scale data management / analysis tasks.

- We believe in end-to-end ownership; this role will involve taking ML models to production at a scale.

What You'll need to Succeed :

- Bachelor's degree in computer science /information systems/engineering/related field

- 8+ years of experience in software engineering with a minimum of 4+ years in ML

- Good experience in Pyspark

- Expert level understanding of Python with design patterns and object-oriented programming.

- Experience debugging and reasoning about production issues is desirable.

- A good understanding of data architecture principles preferred.

- Any other experience with Big Data technologies / tools

- SQL experience

- Analytical problem-solving capabilities & experience.

- Systems administration skills in Linux

- A strong engineering driven mindset will be required to succeed in this role.

It's great if you have :

- Good understanding of Hadoop ecosystems

- Experience working with Open-source products

- Experience with Scala development

- Working in an agile environment using test driven methodologies