Machine Learning Specialist

Wipro; St. Louis (MO); On-site; USD 80,000 - 158,000; Full time

Benefits offered by this job

Medical benefits

Dental benefits

Paid time off

Disability insurance

Job summary

Wipro is seeking an experienced ML Engineer to drive data processing and automate model workflows. You will design and implement pipelines using Python/SQL, manage model lifecycles with Databricks and MLflow, and lead production deployment and monitoring of ML solutions in a modern cloud environment.

The role requires 8-10 years of hands-on experience with ML models, drift concepts, and deployment governance, including tools like ServiceNow, Jira, GitHub, Postman, and VS Code.

Qualifications

• 8-10 years of experience in ML engineering or related field.
• Hands-on experience with Python and SQL for data processing and automation.
• Strong experience with ML models including training and optimization.
• Experience with Databricks and MLflow for model lifecycle management.
• Experience in production deployment and monitoring of ML models.
• Knowledge of solution architecture, HLD/LLD.
• Understanding data/model drift and PSI/CSI, champion/challenger concepts.
• Experience with ServiceNow, Change request management, Agile & Jira, deployment board.
• Experience in LLM-based model training (OpenAI, LLaMA, Claude) and workflow/automation.
• Proficiency with Jira, GitHub, Postman, and Visual Studio Code for project management and version control.
• Nice to have: Azure cloud services for ML deployment.

Skills

Python

SQL

ML models

Model training & optimization

RCA & production support

Model deployment & monitoring

Data & model drift concepts

Jira & Agile

LLM training

Workflow automation

Azure cloud services

Databricks

MLflow

Tools

Databricks

MLflow

ServiceNow

Jira

GitHub

Postman

Visual Studio Code

Azure

OpenAI

LLaMA

Claude

Job description

Job Description

Core Technical Skills

• Hands-on expertise in Python and SQL for data processing and automation.
• Strong experience with all types of Machine Learning models, including model training and optimization.
• Knowledge on Databricks and MLflow for model lifecycle management.
• Analyze and create RCA as a part of production support.
• Proven track record in production deployment and monitoring of ML models.
• Knowledge on Solution Architecture, HLD, LLD
• Deep understanding of data and model drift, including PSI (Population Stability Index), CSI (Characteristic Stability Index), and champion/challenger model concepts.
• Experienced in ServiceNow, Change request management, Agile & Jira, working on deployment board.
• Experience in LLM-based model training (e.g., OpenAI, LLaMA, Claude). Workflow & Automation
• Design and manage workflows for job and pipeline development, deployment, and troubleshooting. Tools & Platforms
• Practical experience with Jira, GitHub, , Postman and Visual Studio Code for project management and version control.
• Good to have: Knowledge of Azure cloud services for ML deployment.

Mandatory Skills: Azure ML MLOps .

Experience: 8-10 Years

The expected compensation for this role ranges from $80,000 to $158,000 .

Final compensation will depend on various factors, including your geographical location, minimum wage obligations, skills, and relevant experience. Based on the position, the role is also eligible for Wipro's standard benefits including a full range of medical and dental benefits options, disability insurance, paid time off (inclusive of sick leave), other paid and unpaid leave options.

Applicants are advised that employment in some roles may be conditioned on successful completion of a post-offer drug screening, subject to applicable state law.

Wipro provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws. Applications from veterans and people with disabilities are explicitly welcome.

Reinvent your world. We are building a modern Wipro. We are an end-to-end digital transformation partner with the boldest ambitions. To realize them, we need people inspired by reinvention. Of yourself, your career, and your skills. We want to see the constant evolution of our business and our industry. It has always been in our DNA - as the world around us changes, so do we. Join a business powered by purpose and a place that empowers you to design your own reinvention.