Sr. Associate Machine Learning Engineer
Job Description
Company Overview:
A global custom AI solutions provider that offers its services to many of the major Fortune500 companies. They are a team of over 1000 people having a base of operations in Bangalore, have raised $50 Million USD in funding till date and are looking to grow their team.
Location: Bangalore/Remote
Experience: 3-6 years
CTC range:15-32
Role Description
Collaborate with data scientists, business leaders and developers to develop, test, deploy and maintain applications like bots, AI-powered document search, etc.
Troubleshoot application, debug and deploy on various platforms. Refactor or re-engineer ML codes as necessary for deployment
Involvement in architectural discussions with client and inhouse developers and data scientists
Understand model complexity and suggest approaches to data scientists to optimize code for deployment
Train and mentor junior developers in the team
Keep abreast with latest technologies and continuously improve applications
Required Qualifications
BE/BTech/MTech (Specialization/courses in ML/DS)
3-5 years of hands-on experience building the end-to-end design, development, and deployment of predictive modelling solutions.
Hands on experience with bot frameworks like RASA, Dialogflow is preferred
Experience deploying AI applications powered by complex powered by complex deep learning models in the field of NLP, vision etc.
2+ years of experience in Python, SQL
2+ years of experience in NLP algorithms, Regression & Classification Modelling, Time Series Forecasting
Contribution to open-source packages is a bonus
1+ hands on work experience in DevOps
Exposure on cloud technologies like Azure, AWS or GCP
Experience working on open source / managed products like DataIku, Mlflow, KubeFlow is preferred
Knowledge in python and packages for data analysis (scikit-learn, scipy, numpy, pandas, matplotlib).
Knowledge of Deep Learning frameworks: Keras, Tensorflow, PyTorch, etc
Experience with one or more Container-ecosystem (Docker, Kubernetes)
Experience in building orchestration pipeline to convert plain python models into a deployable API/RESTful endpoint.
Proficient in Shell Scripting and automation tools
Work in India
Employment Options
Base Salary
1,500,000 - 3,200,000 INR
Required Academic Degree
Professional Experience
Skills
- AI
- ML
- NLP
- Deep Learning
- CV
- Keras
- CI
- CD
