Job Description

• Pune

Aera Technology is the Decision Intelligence company. We deliver innovation and services that enable enterprises to operate sustainably, intelligently, and efficiently. Our platform, Aera Decision Cloud™, integrates with your existing systems to digitize, augment, and automate decisions in real time. Aera helps enterprises around the world transform decision making – delivering millions of recommendations that have resulted in significant revenue gains and cost savings for some of the world’s best-known brands.

Responsibility

• • You will be responsible for designing, implementing, monitoring and maintaining our machine learning systems that power the Aera platform 
  • You will be working on new and challenging Engineering Problems to operationalize Data Science·  
  • You will be working in a highly collaborative environment with other experts in Data Science, Engineering and DevOps teams.
  • Design and implement state of the art Machine Learning approaches·  
  • Building core machine learning infrastructure, which includes distributed systems, development tools, model serving and inference pipelines

Nice to have

• • B.E./B.Tech M.E/ M.Tech /M.S in Computer Science/Computer Engineering·  
  • 3-8 years of experience in software engineering & architecture·
  •   At least 2 years of experience in designing and deploying Machine Learning Systems·   Strong skills in programming languages like C++, Go, Java, Python
  • Experience in working with large data sets and pipelines, distributed systems for machine learning using frameworks such as Dask, Ray·  
  • Experience in building Machine Learning models and experience using libraries such as Scikit-learn, Pandas, PyTorch, Tensorflow, Keras, etc. 
  • Take end-to-end ownership of developing Machine Learning systems from data pipelines, training, hosting, inference pipelines etc.·  
  • Experience in building containerized applications/microservices using Docker and Kubernetes·  
  • Experience in Agile Methodology, GITOps & Jira
  • Should possess strong problem-solving skills·  
  • Excellent verbal and written communication skills·  
  • You take complete ownership of your work and are self-driven

Our Environment

• • AWS/Azure/GCP
  • hosted infrastructure Kubernetes
  • Dask/ Ray/Python