Experience
8+ Years.
Job Purpose
- Responsible for consulting for the client to understand their AI/ML, analytics needs & delivering AI/ML applications to the client.
Job Description / Duties & Responsibilities
- Work closely with internal BU’s and business partners (clients) to understand their business problems and translate them into data science problems.
- Design intelligent data science solutions that delivers incremental value the end stakeholders.
- Work closely with data engineering team in identifying relevant data and pre-processing the data to suitable models.
- Develop the designed solutions into statistical machine learning models, AI models using suitable tools and frameworks.
- Work closely with the business intelligence team to build BI system and visualizations that delivers the insights of the underlying data science model in most intuitive ways possible.
- Work closely with application team to deliver AI/ML solutions as microservices.
Job Specification / Skills and Competencies
- Masters/Bachelor’s in Computer Science or Statistics or Economics.
- At least 4 years of experience working in Data Science field and is passionate about numbers, quantitative problems.
- Deep understanding of Machine Learning models and algorithms.
- Experience in analysing complex business problems, translating it into data science problems and modelling data science solutions for the same.
- Understanding of and experience in one or more of the following Machine Learning algorithms:-Regression, Time Series.
- Logistic Regression, Naive Bayes, kNN, SVM, Decision Trees, Random Forest, k-Means Clustering etc.
- NLP, Text Mining, LLM (GPTs).
- Deep Learning, Reinforcement learning algorithm.
- Understanding of and experience in one or more of the machine learning frameworks -TensorFlow, Caffe, Torch etc.
- Understanding of and experience of building machine learning models using various packages in one or more of the programming languages–Python / R.
- Knowledge & Experience on SQL, Relational Databases, No SQL Databases and Datawarehouse concepts.
- Understanding of AWS/Azure Cloud architecture.
- Understanding on the deployment architectures of AI/ML models (Flask, Azure function, AWS lambda).
- Knowledge on any BI and visualization tools is add-on (Tableau/PowerBI/Qlik/Plotly etc.).
Soft Skills Required
- Must be a good team player with good communication skills.
- Must have good presentation skills.
- Must be a pro-active problem solver and a leader by self.
- Manage & nurture a team of data scientists.
- Desire for numbers and patterns.
Any Additional Information/Specifics
- To adhere to the Information Security Management policies and procedures.
Job Location: Bangalore Kochi Trivandrum