Valiance Solutions - Data Scientist - Deep Learning

Valiance is a global AI & Data analytics firm helping clients build cutting-edge technology solutions for digital transformation. We work with some of the marquee brands across India, US and APAC to build transformative solutions for Credit Risk, Fraud, Predictive Maintenance, Quality Inspection, Data lake, IOT analytics etc. Our team comprises 60+ professionals across Machine Learning, Data Engineering & Cloud expertise.

At this stage of our journey, we are seeking a full-time person in the Data Science role to work closely with our client stakeholders and partner ecosystem in developing transforming AI & data analytics solutions. We would love to talk to a like-minded person passionate about data and the impact it can create for businesses.

Domain Specific- Must Have Skills

- Strong fundamentals & working experience in Exploratory Data Analysis (EDA)

- Good Programming Knowledge - Python, C++

- Python Libraries -Numpy, Pandas

- DL framework - Pytorch, Keras / Tensorflow, Scikit Learn

- AI Concepts - Strong fundamentals & working experience in Machine Learning (ML)

- Deep Learning (DL), Model Tuning, Optimization & Verification, Transfer Learning

- Excellent understanding of lower level fundamentals of deep learning models such as layer details, attention, normalization, back propagation, and optimizers.

Tools:

- Git

- Docker

- Collaboration tools (Ex. Confluence, Jira)

- Remaining Useful Life Prediction

- Anomaly detection

- Python

Good to Have:

- Regression problem solving

- Experience in Cloud Developer toolchains (AWS or MS Azure)

- Software development kit

- Data storage options, connections

- Compute/container deployment

- Debugging

- ETL process

Design: OOAD

AI related certification - NLP / Vision / Audio / IOT

Concepts of GPU based model training

Education - BE / B.Tech / M.Tech