Lead Software Engineer, Machine Learning
Bengaluru
Applications have closed
ASAPP
Elevate human performance using the power of AI. Achieve breakthrough results in customer experience by empowering your agents with integrated automation.ASAPP’s AI Engineering team is seeking an enterprising, talented and curious software engineer. This role will help us build the NLP services that are at the core of our industry-leading AI software offerings.
The AI Engineering team is responsible for working closely with the research and modeling teams to create state-of-the-art NLP models for specific tasks, and deploy / manage them in a production setting designed to serve our customers at scale. Our NLP Engineers have deep ML expertise but also a product mindset that lets them think about the best way to serve our customers’ needs.
What you'll do
- Develop NLP components that form the core of our product offerings
- Work closely with NLP researchers and the modeling team to collaborate on model architectures and innovation
- Work with our Platform, SRE and Data Infrastructure teams to architect, build, deploy and monitor ML services
- Follow advancements in AI and ML, and participate in discussions about them with the ML and research teams
What you'll need
- Strong architectural skills, with proven experience designing complex software systems
- Strong engineering skills, with demonstrated proficiency in Python
- Deep NLP knowledge
- Experience implementing technical solutions, tackling tough engineering problems to help build our products.
- A Bachelor’s Degree in a field of science, technology, engineering or math, or equivalent hands-on experience
- Desire to learn new things, work closely with peers from different teams, and open to teach and learn from others
What we'd like to see
- Experience building NLP services serving traffic at scale
- Knowledge of techniques for optimizing model architectures for faster inference
- Experience working on AWS and familiarity with CI / CD tools
- Experience with Athena, Kafka and a strong background in databases
Benefits
- Competitive compensation
- Stock options
- Prudent Life Insurance
- Onsite lunch & dinner
- Connectivity (mobile phone & internet) stipend
- Wellness perks
- Mac equipment
- Learning & development stipend
- Parental leave, including 6 weeks paternity leave
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Athena AWS CX Engineering Kafka Machine Learning Mathematics NLP Python Research
Perks/benefits: Career development Competitive pay Equity Insurance Parental leave Wellness
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