Job Brief
The role has responsibilities towards helping manage and contribute to both internal and external client related projects, in Digital Transformation, PACE-OS Implementation and delivering New Age technology AI/ML solutions. It includes developing solutions for Machine Learning and AI based algorithms from programming, algorithms and data handling aspects of the platform. It also involves assessing, transforming, improving, cleaning, and manipulation of data and algorithms in the business’s operations, analytics databases and external systems.
You will work closely with the industrial subject matter experts, productivity engineers, data analytics teams and Product Development team in order to understand and aid in the implementation of database requirements, machine learning solutions, analyse performance and troubleshoot any existent issues. While we would like you to grow in an individual portfolio, it will be a multi-faceted role.
Job Responsibilities
The responsibilities will include, but are not limited to the following:
- Design and implement machine learning data models and data pipeline architecture and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability etc.
- Write effective, scalable code for highly-maintainable and unit tested software components/system to continuously develop and improve applications.
- Develop back-end components to improve responsiveness and overall performance and implement security and data protection solutions.
- Develop and install software solutions by studying information needs, coordinating with internal teams to understand user requirements, studying systems flow, data usage, and work processes, determining and designing system specifications, standards, and programming.
- Assemble large, complex data sets that meet functional / non-functional business requirements
- Build the infrastructure required for ETL operations from a wide variety of data sources for training and implementing cloud-based machine learning techniques
- Create great products and features for enterprise customers and tools for Digital/ AI developers to keep our product reliable and to continue to hold us to a high-quality standard while scaling up.
- Create data tools for analytics and data scientist team members that assist them in building and optimizing our product into an innovative industry leader
- Work with data and analytics experts to build monitoring tools for live production of ML experiments & support the orchestration of end-to-end ML projects and convert complex data into information and insights to inform business decisions on project execution, health, safety and quality issues, schedule forecasting etc.
- Work with stakeholders including the Executives, Product, Data and Design teams to assist with data-related technical issues and support their data infrastructure needs
- Detect and monitor data drift, tracking accuracy across time, and ensure that any errors are quickly discovered. Test hypotheses based on statistical data to create impact and grow business knowledge and participate in research, development, and building of proof of concepts and present recommendations based on findings on statistical analyses to senior level executives.
Qualification
Graduation/Post Graduation in Computer Science.
Skills
You will need to have:
- Experience using any of the standard web services for ML.
- Knowledge of various types of ML/ AI modelling algorithms and techniques like NLP
- Experience monitoring and validating data models in a business environment
- Demonstrated knowledge in Python (preferred) or R programming languages
- Excellent communication skills with the ability to translate complex analysis for non-technical stakeholders
- Excellent organization skills, to plan the use of people and resources to meet deadlines
- Willingness to be part of a collaborative team and your personal aspirations align with company’s vision
- Strong interpersonal skills, to motivate and lead your project team
- The ability to monitor and control budgets
- Excellent communication and negotiation skills, to manage expectations
- The ability to use your initiative and make decisions under pressure
- Technical knowledge related to the project may also be required
- Driven to improve the future of construction projects while keeping the welfare of stakeholders in mind
- Self-starter and with a high level of personal responsibility to accomplish tasks and get things done without supervision.
Additional Details
Salary Range: Competitive
Employment Type: Full Time
Location: Mumbai
Interested candidates can send their CVs to [email protected]
Benefits:
- Health insurance
- Paid sick time
- Paid time off
Work Location: In person
Pay: ₹800,000.00 - ₹1,000,000.00 per year
Benefits:
- Health insurance
- Paid sick time
- Paid time off
Work Location: In person
