Description
We're looking for a Machine Learning Engineer to join our team in Bengaluru. As a Machine Learning Engineer, you will design, build, and launch efficient and reliable machine learning models to drive business impact. You will train and validate both deep learning-based and statistical-based models considering use-case, complexity, performance, and robustness. You will demonstrate end-to-end understanding of applications and develop a deep understanding of the 'why' behind our models & systems. You will partner with product managers, tech leads, and stakeholders to analyze business problems, clarify requirements, and define the scope of the systems needed. You will work closely with data platform teams to enable robust scalable batch and real-time data pipelines. You will drive high ML and engineering standards on the team through mentoring and knowledge sharing. You will drive engineering best practices around code reviews, automated testing, and monitoring.
The ideal candidate will have a strong background in machine learning, a solid understanding of software engineering principles, and excellent communication skills. They will be able to work effectively in a team environment and have a passion for delivering high-quality results.
What you'll do:
- Design, build, and launch efficient and reliable machine learning models to drive business impact
- Train and validate both deep learning-based and statistical-based models considering use-case, complexity, performance, and robustness
- Demonstrate end-to-end understanding of applications and develop a deep understanding of the 'why' behind our models & systems
- Partner with product managers, tech leads, and stakeholders to analyze business problems, clarify requirements, and define the scope of the systems needed
- Work closely with data platform teams to enable robust scalable batch and real-time data pipelines
- Drive high ML and engineering standards on the team through mentoring and knowledge sharing
- Drive engineering best practices around code reviews, automated testing, and monitoring
What we're looking for:
- MS degree or Ph.D. degree in Computer Science or a related technical field
- 3+ years of experience in ML engineering
- Strong programming skills in Python and data engineering skills
- Extensive knowledge of machine learning algorithms
- Hands-on experience with architectural pattern for large, high scale software applications
- Industry experience building and productionizing machine learning systems
- Strong oral and written communication skills
- Experience in NLP or CV is a plus
At EarnIn, we believe that the best way to build a financial system that works for everyday people is by hiring a team that represents our diverse community. Our team is diverse not only in background and experience but also in perspective. We celebrate our diversity and strive to create a culture of belonging.