Data Science - Architect

Group Company: Quick Heal Technologies Ltd

Designation: Data Science -Architect

Office Location: Solitaire BH 8th Floor Pune

Years of experience: 10 to 15

Salary Range: INR to (Annual)

Position description: Purpose of this role is to prototype machine learning solutions for currently unsolved business problems in addition to enhancing performance of currently deployed ML models

Primary Responsibilities:

• Person will be responsible for proposing machine learning solutions to currently unsolved business problems.
• Person will be responsible for prototyping new ML solutions for current unsolved problems
• Person will be resonsible for enhancing currently deployed models via extereme feature engineering and data cleaning.
• Person will be responsible for building entire model delivery plan from data collection till model deployment.
• Person will be responsible for innovating new methods for model improvements like new data cleaning methods, new accuracy measurement metrics etc
• Person will be responsible for collabration across teams to resolve issues faced by team in data collection and model deployment
• Person will be responsible for training and mentoring interns and new hires.
• Person will contribute in hiring data scientists.
• Keep learning new technologies / concepts in ML relevant for Cyber Security. Host regular training sessions for data scientists. Discuss concepts with leeaders
• Person will identify areas in cyber security where existing algortihm can be applied. Design the experiments and run tests showng the application of algorithms.

Educational qualifications preferred

• Category: Bachelor's Degree, Master's Degree
  
• Field specialization: Mathematics\Staistics\Data Science\AI\ML\Business Analytics

Required work experience

• Industry: Data Science
• Role: Data Scientist role
• Years of experience: 4 to 7

Key Performance Indicators:

Works and interacts across multi country/ cultures, but not a responsibility by  definition. 

Required Competencies:

Required Skills:

Relevant experiences required to successfully perform the role. 

Emphasis should be placed on minimal level of required experience (e.g. typical number of years in a specific field or discipline and/or certification requirements, etc.)

1. 10-15 years experience overall experience. In which 4-7 years expereince in data scientist role or in the field of Applied Mathematics\Statistics\Modeling Simulation
2. Should have solved at least 2 business problems from scratch. This includes understanding the business problem, feature engineering, model traning, testing and deployment
3. Should have deployed atleast  4 Machine learning models in production using algorithms like SVM, XGBoost,LightGBM, K-Means, Deep Learning etc
4. Outside candidate should have delivered ML solutions in atleast 3 different domains.
5. In depth knowledge of machine learning algorithms like XGBoost, LightGBM , SVM, K Means, MLP, CNN, LSTM  etc
6. Experience in endpoint application development using c++ will a plus
7. High proficency in data manipulation using Python libraries