Data Scientist (YOLO)

Role description

Location: Houston, Tx (Onsite)

Role Overview

We are seeking a Data Scientist specializing in Computer Vision and Machine Learning to design train optimize and deploy YOLObased object detection models for realworld video and image analytics use cases The role focuses on productiongrade CV models performance optimization and close collaboration with engineering and domain teams

Key Responsibilities

Computer Vision Model Development

Design train and finetune YOLO models YOLOv5 YOLOv7 YOLOv8 for

Object detection

Defect detection

Intrusion and safety monitoring

Asset and equipment recognition

Develop CV pipelines for image and video analytics

Perform data preprocessing augmentation and annotation strategy design

Evaluate models using precision recall mAP and latency metrics

ML Engineering Deployment

Optimize models for edge and cloud deployment

Convert and deploy models using

ONNX TensorRT OpenVINO as applicable

Collaborate with platform teams to integrate models into production systems

Implement inference pipelines with REST or streaming interfaces

Data Experimentation

Work with largescale image and video datasets

Design experiments for model comparison and performance improvement

Handle class imbalance noisy labels and realworld data variability

Continuously improve model robustness under different lighting weather and camera angles

Collaboration Domain Integration

Work closely with

Data engineers

CVAI platform engineers

Domain experts industrial safety oil gas etc

Translate business and operational problems into ML solutions

Document models assumptions and limitations

Required Skills Qualifications

Core Technical Skills

Strong experience in Computer Vision and Deep Learning

Handson expertise with YOLObased object detection models

Proficiency in Python

Experience with

PyTorch preferred or TensorFlow

OpenCV

NumPy Pandas

Solid understanding of CNN architectures and detection pipelines

ML MLOps

Experience with model versioning experiment tracking and reproducibility

Familiarity with MLOps tools and workflows

Experience deploying models to production edge or cloud

Skills

Mandatory Skills : Industrial AI - ML Ops, YOLO

Other details

Benefits/perks listed below may vary depending on the nature of your employment with LTIMindtree (“LTIM”):

Benefits and Perks:

• Comprehensive Medical Plan Covering Medical, Dental, Vision
• Short Term and Long-Term Disability Coverage
• 401(k) Plan with Company match
• Life Insurance
• Vacation Time, Sick Leave, Paid Holidays
• Paid Paternity and Maternity Leave

The range displayed on each job posting reflects the minimum and maximum salary target for the position across all US locations. Within the range, individual pay is determined by work location and job level and additional factors including job-related skills, experience, and relevant education or training. Depending on the position offered, other forms of compensation may be provided as part of overall compensation like an annual performance-based bonus, sales incentive pay and other forms of bonus or variable compensation.

Disclaimer: The compensation and benefits information provided herein is accurate as of the date of this posting.LTIMindtree is an equal opportunity employer that is committed to diversity in the workplace. Our employment decisions are made without regard to race, color, creed, religion, sex (including pregnancy, childbirth or related medical conditions), gender identity or expression, national origin, ancestry, age, family-care status, veteran status, marital status, civil union status, domestic partnership status, military service, handicap or disability or history of handicap or disability, genetic information, atypical hereditary cellular or blood trait, union affiliation, affectional or sexual orientation or preference, or any other characteristic protected by applicable federal, state, or local law, except where such considerations are bona fide occupational qualifications permitted by law. Benefits
Compensation range: $110,000.00 to $140,000.00 per year
About LTM
LTM is an AI-centric global technology services company and the Business Creativity partner to the world’s largest and most disruptive enterprises. We bring human insights and intelligent systems together to help clients create greater value at the intersection of technology and domain expertise. Our capabilities span integrated operations, transformation, and business AI — enabling new ways of working, new productivity paradigms, and new roads to value. Together with over 87,000 employees across 40 countries and our global network of partners, LTM — a Larsen & Toubro company — owns business outcomes for our clients, helping them not just outperform the market, but to Outcreate it. Please also note that neither LTM nor any of its authorized recruitment agencies/partners charge any candidate registration fee or any other fees from talent (candidates) towards appearing for an interview or securing employment/internship. Candidates shall be solely responsible for verifying the credentials of any agency/consultant that claims to be working with LTM for recruitment. Please note that anyone who relies on the representations made by fraudulent employment agencies does so at their own risk, and LTM disclaims any liability in case of loss or damage suffered as a consequence of the same. Recruitment Fraud Alert - https://www.ltimindtree.com/recruitment-fraud-alert/