Data Engineer

Location

Chennai | India

Job description

• We are looking for an experienced Data Engineer who will be able to individually work on diverse problem statements with minimal guidance
• You have to be self-driven, inquisitive and hands-on
• Your primary focus will be in applying data wrangling, analytics and modelling techniques to build robust data pipelines and algorithms that you then deploy in our behavior shaping platform CareCentra
• We provide a great learning experience for you, not only to exhibit your skills while working on some complex problems but also providing the space to explore new areas / solutions
• If you are the kind of person who likes to be challenged with new problems rather than operationalizing existing solutions, you will enjoy the experience with us

Responsibilities

• Enhancing data collection procedures to include information that is relevant for building
• ML/DL models
• Processing, cleansing, and verifying the integrity of data used for analysis
• Doing ad-hoc analysis of disparate datasets to understand patters/hotspots and presenting results in a clear manner using standard interactive data visualization tools.
• Building and maintaining of complex algorithms based on data driven solutions
• Development and Integration of validated AI/ML models in production along with continuous monitoring and tuning of deployed models.
• Work independently and report regularly to product manager based on a prioritized listof needs
• Work with the domain team and other stakeholders to understand the problem statement and requirements

Requirements
Must Haves

• Bachelor s or Master s degree in data science, statistics, mathematics, or a related field, and
• 2+ years of practical experience in data analysis & data engineering
• Hands on expertise on Python/Pandas/MySQL
• Good Knowledge of interactive dashboarding tools such as Power BI / Tableau for visualization.

• Conceptual knowledge of machine learning algorithms, such as k-NN, Naive Bayes, SVM, Random Forest, AdaBoost etc

• Hands-on experience of building ML models using Python, pandas, scikit-learn and pyspark

Good to Have

• Knowledge of Deep Learning NN architectures like CNN, RNN, LSTM, GANs Auto encoder etc is a plus
• Knowledge of big data wrangling, storage / retrieval, analysis, and visualization
• Knowledge of Apache SolR or similar storage systems
• Hands-on implementation experience in building Recommendation
• Engines using collaborative + content filtering and using Reinforcement Learning Algorithms
• Experience with developing and deploying analytics solutions in AWS

Other Skills and Abilities

• Strong analytical and problem-solving skills
• Ability to quickly learn and apply new technologies, as well as comprehend and decompose complex business problems
• Ability to work under pressure and meet strict deadlines while handling multiple priorities
• Ability to listen effectively, seek clarification and communicate solutions clearly to non- technical stakeholders
• Good social skills, self-motivated, and a can-do attitude

Job tags

Salary