ML Engineering

ebayinc

Bengaluru NM Years Exp Posted 198d ago

Collaborate with Management and Product Management on shaping the department’s vision and roadmap
Design, deliver, and maintain significant features in data pipelines, ML processing, and / or service infrastructure
Seek scientifically valid solutions that deliver real value to eBay customers
Carefully measure your output and impact in order to learn and improve over time
Collaborate with Operations team to ensure the quality of any human-labeled data required
Build Machine Learning models and data pipelines to deliver insightful yet practical solutions
Mentor more junior peers, as well as review their work and provide frequent feedback and advice
Promote Scientific rigor and standards, as well as code quality and craftsmanship within the team - especially among your less experienced peers
Present key technical and novel research work in public forums and conferences
Help interview and hire additional, exceptional teammates!

BE/B.Tech with 10+ years of relevant Industry experience
M.Sc. or Ph.D. in Computer Science, Statistics, Mathematics, or equivalent field with 7+ years of industrial experience in Applied Machine Learning
Industrial experience with multiple of the following: classification, regression, NLP, clustering, Deep Learning / Neural Networks, Reinforcement Learning, or related
Significant Experience in Production-grade coding in a high-level language such as Python or Java
Experience in Big Data processing frameworks, e.g. Hadoop, SQL, Spark
Excellent verbal and written communication and collaboration skills
Thought leadership and mentoring skills

5 or more related publications/patents in quality conferences or journals
Open source tool building/commits to popular threads.
- Experience on Language models and KG building