Vodafone Idea - Senior Data Scientist - Machine Learning & Deep Learning

7 - 12 Years

Mumbai

Posted 4 years ago

#Data Science #Data Scientist #Data Management #Analytics #Data Analytics #Machine Learning #Artificial Intelligence #Statistical Modeling #Data Modeling #Python #Big Data

Position : Senior Data Scientist (Data Science / ML & Deep Learning)

Role / Job Description :

1. Hands on expertise in Predictive Modeling, Artificial Intelligence, Machine Learning and cloud technologies.

2. Interacting with key Business Stakeholders & identifying pain points.

3. Building Data Science approach & roadmap for identified business problem statement.

4. Assessing the Model accuracy both Statistical as well as Business evaluation.

5. Statistical Modelling of Data, through understanding of basic statistics, like hypothesis testing, significant analysis, probabilistic estimations, ANOVA, Variance-co-variance analysis.

6. Expertise in writing efficient, modularised and standardized code in python and R

7. Experience of working with AWS tools and technologies is preferred.

8. In depth understanding of Feature engineering and selection approaches, Segmentation or stratified analyses, anomaly detection, pattern detection and data transformation approaches. Classification; Machine/Deep Learning - Algorithm Evaluation, Dataset Preparation.

9.Excellent understanding of version control and best practices.

10. People's person, while being great team member exhibits mentoring attitude

11. Well versed with writing efficient SQL scripts for data acquisition and data aggregation

12. Experience 2-3 Managing & mentoring a team of Data Scientist & Task Allocation

Key Technical Skills :

1. Python

2. Cloud Computing - AWS ( EC2, S3,EMR,etc)

3. Machine/ Deep Learning - ANN, CNN, LSTM

4. Deep Learning Frameworks : Caffe, Keras, Theano, Tensorflow, or Torch.

5. Experience working on Big Data technologies (e.g. Hadoop MR, Hive, NoSQL, Spark, Kafka, Graph Databases etc.)

Professional / Soft Skills :

1. Self Starter, Motivated, organise, and excellent communicator

2. Compulsorily being Hands-on

3. Persistence and ability to think logically and independently

4. Quick learner and adapting to changing business needs

Qualification :

1. BE, BTech Computer Science/Post Graduate Degree in Computer Applications or MCA

2. Any Certification in Machine Learning / Deep Learning - Artificail Intelligence / Data Science

3. MSc (Statistics), MBA or an equivalent business management degree