MAQ Software - Senior Software Engineer - Artificial Intelligence/Machine Learning

Job content

MAQ Software is hiring AI/ML Engineers.Experience: 4-6 YearsJob Location: Noida Sector 132 (Work from office)Skills: Python (Scikit-Learn, Keras, Numpy, Pands, Scipy), AI/ML Techniques, Snowflake, AWS, Azure Databrick or Azure Data Factory, SQL.Job Description

• Database designing for large scale application
• Data integration from various sources & Creating Data Models.
• AI/ML Modelling.
• Strong Development Skills.
• Strong SQL Skills.
• End to end project development experience.
• Automated deployment.

Job ResponsibilitiesGather Software requirements (~20%) :

• Participate in regular conference calls with onsite and customer team.
• Identify and engage with key stakeholders to confirm the scope of requirements.
• Understand business needs to develop software requirements.
• Elicit requirements from onsite team and customer team.
• Develop iterative prototypes based on requirements.

Application development and Business Intelligence using Power BI, Azure SQL, Azure services, ASP.NET, C#, React, Python, and PySpark (~40%) :

• Accountable for feature development, data analysis and model development.
• Estimate, plan, prioritize, and track deliverables in a sprint for new requirements and change requests.
• Design and develop software/ data pipeline architecture that is reliable, scalable, secure, and highly performant.
• Establish analytics tools that enable data analysis in building and optimizing models that support business goals.
• Undertake data collection, pre-processing, and analysis of structured and unstructured data.
• Develop custom data models and algorithms to apply to data sets and combine models through ensemble modeling.
• Present information using data visualization techniques.
• Identify design alternatives and conduct technical feasibility analysis.
• Develop proof of concept for technical evaluation and early customer feedback.
• Develop algorithms to convert functional specifications into software design.
• Develop, maintain, and enhance ADF pipelines, Azure Analysis Services, Azure Databricks, and various forms of BI content including reports, dashboards, and analytical models.
• Generate reporting solutions to integrate the model results and make business recommendations through effective presentations.
• Write frontend and backend code as per the approach document.
• Unit test application features and data.
• Demo the functionalities to customers.

Reviews, Validation, and Improvisations (~20%) :

• Ensure the quality of code is as per the standards and best practices.
• Develop processes and tools to monitor and analyze model performance.
• Leverage and integrate code into CI/CD pipeline to enable orchestration of builds, testing, and deployments.
• Debug, monitor, and troubleshoot solutions.
• Test solutions end to end and leverage automation to eliminate manual validation.
• Participate in peer code reviews and external reviews for UI/UX, architecture, code, test, etc.
• Come up with optimization techniques to reduce the page load time and data refresh time.
• Come up with ideas that can be used across projects to improve efficiency and implement the same.

Training and certifications (~20%) :

• Participate in technical training and clear relevant certifications in Data Platform, Data Analytics, and Cloud Platform.
• Training using online platforms like Coursera and edX.

Candidate ProfileEligible Branches:

• B. Tech./B.E. (CSE/IT)
• M. Tech. (CS/IT)
• BCA + MCA/B.Sc. (IT) + MCA/B.Sc. (CS) + MCA

Eligibility Criteria

• 60% plus or equivalent in Computer Science/Information Technology/MCA

(ref:hirist.com)