Overview of the Role :
- As a Machine Learning Engineer, you will focus on building features to enable Machine learning capabilities across the Freshworks suite of products.
- As part of your job, you will extensively use your analytical skills, knowledge of distributed systems and scalable, high-performance systems to build ML pipelines and API services.
- Responsibilities
- Deliver scalable, low latency, and high-performance ML solutions for different Freshworks products. Build ML pipelines end-to-end, including stages such as data pre-processing, model generation, cross-validation, and active feedback
- Build efficient systems for processing large amounts of data; be proficient with distributed programming frameworks such as Hadoop/Spark Drive solutions and implementation leveraging different open source libraries and distributed systems
- Work closely with Data Scientists and come up with scalable system and model architectures for enabling real-time ML/AI services Liaise with architects and engineers from other product teams to build solutions and drive adoption
- Elicit quality attributes of the system and define metrics to establish its success.
- An ideal candidate profile would include Bachelors or Master’s degree in Computer science or related field with an overall of 4-6years of experience.
- A strong grounding in Data structures and algorithms, Database concepts, ML algorithms, Good oral and written communication skills, analytical and problem-solving skills
- Hands-on programming experience in Python and/or JVM languages. Experience in building scalable, high-performance, low latency systems. Foundation in basic math concepts Background in big data tech, streaming applications
- Prior experience in building and deploying ML systems. Familiarity with Machine learning algorithms
- Ability to design ML systems end-to-end; this includes big-data handling, pre-processing, model generation logic, model persistence including choice of online data stores, etc., systems for consuming active feedback (online learning), web services to publish model predictions to consumers.
All your information will be kept confidential according to EEO guidelines.
At Freshworks, we are creating a global workplace that enables everyone to find their true potential, purpose, and passion irrespective of their background, gender, race, sexual orientation, religion and ethnicity. We are committed to providing equal opportunity for all and believe that diversity in the workplace creates a more vibrant, richer work environment that advances the goals of our employees, communities and the business.
