Machine Learning Engineer
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.We are looking for a new member to join our NLP Research team as a Machine Learning Engineer. You should have the passion to tackle tough problems by bringing your expertise to ASAPP to help us solve cutting-edge machine learning and natural language processing (NLP) challenges. As a part of our team, you will design, develop, and deploy fast, efficient, and highly scalable machine learning algorithms that are applied to natural language processing problems. You'll work with our senior product team, engineers, and researchers to develop high-quality software that is robust and reliable. You’ll be faced with new technical challenges and things to learn about ML and software engineering on a daily basis.
What you'll do
- Help us turn research into meaningful ML products that help tens of millions of users
- Improve existing ML models: everything from tweaking the dataset to replacing the entire solution with a whole new method
- Assess the risks and merits of different approaches to solving complex problems in the light of the specific requirements and time frame
- Actively work on creating and improving tools to parallelize model training, unifying dataset creation and accuracy measurements across experiments
- Closely monitor the edge cases of model performance and taking active measures of explaining the reasons and possible approaches for diminishing undesirable effects
- Be actively involved in the process of productizing research experiments into enterprise-ready AI solutions
- Actively follow advancements in AI and ML, and participate in discussions about them with the ML and research teams
What you'll need
- Production experience with Python, AWS, Kubernetes, and/or Docker. Proven skill at debugging complicated systems and writing solid test cases to ensure their stability
- Experience implementing technical solutions, tackling tough engineering problems to help build our products. You enjoy solving complex engineering problems working closely with the Product team to achieve business goals.
- 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 be open to teach and learn from others.
- Passion for Machine Learning and solving problems
What we'd like to see
- Production experience with Machine Learning and/or Natural Language Processing
- Experience in deep-learning frameworks like TensorFlow or PyTorch
- Knowledge of additional languages such as SQL, Go, Javascript, or Typescript are not necessary but will help you work in cross-functional teams
- Experience using Athena and Redshift
Benefits
- Competitive compensation
- Stock options
- ICICI Lombard General Insurance LTD
- Onsite lunch & dinner stipend
- 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: Athena AWS Docker Engineering JavaScript Kubernetes Machine Learning Mathematics ML models Model training NLP Python PyTorch Redshift Research SQL TensorFlow TypeScript
Perks/benefits: Career development Competitive pay Equity Insurance Lunch / meals Parental leave Wellness
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