Job Description

5 - 7 Years
12 Openings
Noida

Role description

Role Proficiency:



Under guidance from Senior ML Engineers develop ML models that provides accurate results with controls to solve the business problem identified using state of art techniques.



Outcomes:



Executes relevant data wrangling activities related to the problem in order to create dataset

Conduct ML experiments to understand the feasibility and build baseline models to solve the business problem

Fine tune the baseline model for optimum performance

Test Models internally per acceptance criteria from business

Document relevant Artefacts for communicating with the business

Work with data scientists to deploy the models.

Work with product teams in planning and execution of new product releases.

Set OKRs and success steps for self/ team and provide feedback to goals for team members

Work with cross functional teams - business technology and product teams to understand the product vision; building ML solutions that provides value to the product


Measures of Outcomes:



Selection of the appropriate approach to the problem

Number of successful deployments of the model with optimised accuracy for baseline model

Adherence to project schedule / timelines

Personal and team achievement of quarterly/yearly objectives (OKR Assignments HIG Stretch goals)


Outputs Expected:



Design to deliver Product Objectives:



Design ML solutions which are aligned to and achieve product objectives Define data requirements for the model building and model monitoring; working with product managers to get necessary data



Updated on state of art techniques in the area of AI / ML :



Perform necessary research using the latest and state of art techniques to design scalable approaches

Explain the relevance of the technologies
its pros and cons to the product team; enabling accurate design experiences



Skill Examples:



Technically strong with the ability to connect the dots

Ability to communicate the relevance of technology to the stakeholders in a simple relatable language

Curiosity to learn more about new business domains and Technology Innovation

An empathetic listener who can give and receive honest thoughtful feedback


Knowledge Examples:


Expertise in machine learning model building lifecycle
+ Clear understanding of various ML techniques with appropriate use to business problems

+ A strong background of statistics and Mathematics

+ Expertise in one of the domains - Computer Vision Language Understanding or structured data

+ Experience in executing collaboratively with engineering design user research teams and business stakeholders

+ Experience with data wrangling techniques preprocessing and post processing requirements for ML solutions

+ Good knowledge python and deep learning frameworks like Tensorflow Pytorch Caffe

+ Familiar with the machine learning model testing approaches

+ A genuine eagerness to work and learn from a diverse and talented team

Additional Comments:

Role : ML Engineer I Band : B1 Location : Noida

Skills

Machine Learning,Software Engineering,Automation

About UST

UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world's best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients' organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact--touching billions of lives in the process.