Principal AI/ML Ops Platform Engineer

Southern Wine & Spirits of America, Inc.
Hollywood, United States of America
yesterday

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior

Job location

Remote
Hollywood, United States of America

Tech stack

Artificial Intelligence
Amazon Web Services (AWS)
Azure
Unix
Cloud Computing
Computer Programming
Data Cleansing
Information Engineering
Python
Machine Learning
Natural Language Processing
NLTK
TensorFlow
Software Engineering
SQL Databases
Feature Engineering
PyTorch
Deep Learning
Pandas
Scikit Learn
Kubernetes
Information Technology
Machine Learning Operations
Spacy
Terraform
Devsecops
Programming Languages

Job description

  • Design, build, and deploy machine learning (ML) models to derive actionable insights and solve complex problems.
  • Work in the full lifecycle of ML model development from data preparation and feature engineering to model training, evaluation, and deployment.
  • Apply a variety of ML algorithms, techniques, and frameworks to solve complex business challenges.
  • Assemble modules into end-to-end systems, ensuring seamless integration and functionality.
  • Collaborate closely with Data Scientists to facilitate highly productive experimentation, model construction, and validation, fostering a sense of teamwork and shared success.
  • Apply programming skills in Python with popular deep learning and natural language processing (NLP) tools and libraries, including Scikit-learn, Pandas, PyTorch, TensorFlow, or other leading deep learning frameworks, NLTK and spaCy for natural language processing tasks.
  • Contribute to the continuous improvement of ML systems by staying abreast of advancements in software engineering and ML.
  • May telecommute but must reside near Miramar, Florida headquarters or Dallas, Texas office.
  • Requires up to 10% domestic travel.

Requirements

  • Master's degree (or foreign equivalent) in computer science or related field; plus 5 years of experience in job offered or software development operations and data engineering.
  • Bachelor's degree plus 7 years of experience also acceptable.
  • Knowledge of programming languages (Python, R, or SQL), Terraform, Kubernetes, Unix, CI/CD tools, and AWS or Azure cloud ecosystems.
  • Experience with cloud operations, DevSecOps, and deploying ML models into production environments.

Benefits & conditions

Southern Glazer's Wine and Spirits, an Affirmative Action/EEO employer, prohibits discrimination and harassment of any type and provides equal employment opportunities to all employees and applicants for employment 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. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training. SGWS complies with all federal, state and local laws concerning consideration of a qualified applicant's arrest and/or criminal conviction records. Southern Glazer's Wine and Spirits provides competitive compensation based on estimated performance level consistent with the past relevant experience, knowledge, skills, abilities and education

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