Job Description
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 CloudTM, 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.
Benefits Summary
At Aera Technology, we strive to support our Aeranauts and their loved ones through different stages of life with a variety of attractive benefits and great perks. In addition to offering a competitive salary and company stock options, we have other great benefits available. You’ll find comprehensive medical, Group Medical Insurance, Term Insurance, Accidental Insurance, paid time off, Maternity leave, and much more. We offer unlimited access to online professional courses for both professional and personal development, coupled with people manager development programs. We believe in a flexible working environment, to allow our Aeranauts to perform at their best, ensuring a healthy work-life balance. When you’re working from the office, you’ll also have access to a fully-stocked kitchen with a selection of snacks and beverages.