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Machine Learning Engineer

Aera Technology

Aera Technology

Software Engineering
Pune, Maharashtra, India
Posted on Tuesday, July 11, 2023
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.
Aera Technology is looking for a Machine Learning Engineer to work from our Pune office.

Responsibility

  • You will design and implement state of the art Machine Learning product features for the Aera Platform that power data science at scale.
  • Solve problems at scale and develop fault-tolerant systems
  • You will be responsible for designing, implementing, monitoring, and maintaining our machine learning features 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.
  • Building core machine learning infrastructure, which includes distributed systems, abstractions, development tools, model hosting /serving/ inference pipelines & serverless systems.

Nice to have

  • B.E./B.Tech in Computer Science/Computer Engineering
  • 3-5 years of experience in software engineering & architecture
  • Be open-minded, forward-thinking, and passionate about writing rock-solid software
  • At least 2 years of experience in designing and deploying Machine Learning Systems or other any other data systems.
  • Strong skills with Python.
  • Experience in creating scalable REST-based applications. With exposure to libraries like FastAPI or Flask.
  • Good to have exposure to languages like GoLang
  • Good to have experience in working with large data sets and pipelines, and distributed systems for machine learning using frameworks.
  • Good to have experience in building Machine Learning models and experience using libraries such as sci-kit-learn, pandas, TensorFlow, Keras, etc.
  • Good to have experience in technologies like Kafka, Redis & Kubernetes
  • Good to have experience in setting up Data and ML Pipelines and ML engineering tools like MLFlow, Data Version Control
  • Experience in building containerized applications/microservices using Docker and Kubernetes
  • Experience in Agile Methodology, CI/CD, Jenkins, GIT & Jira
  • Should possess strong problem-solving skills
  • Excellent verbal and written communication skills
If you share our passion for building a sustainable, intelligent, and efficient world, you’re in the right place. Established in 2017 and headquartered in Mountain View, California, we're a series D start-up, with teams in Mountain View, San Francisco (California), Bucharest and Cluj-Napoca (Romania), Paris (France), Munich (Germany), London (UK), Pune (India), and Sydney (Australia). So join us, and let’s build this!
Aera Technology is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, protected veteran status, or disability status.
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.