Senior Core AI Engineer

2 Months ago • 5 Years + • Research Development

Job Summary

Job Description

The Senior Core AI Engineer will develop and deploy end-to-end Gen AI applications, working on advanced AI solutions from model development to production deployment. Responsibilities include designing and developing production software components, creating data pipelines, collaborating on large datasets, implementing MLOps pipelines for model deployment, integrating AI models into platforms, and building microservices. The role requires working with various teams and includes troubleshooting and supporting production pipelines. The engineer will also focus on data ingestion, processing, and feature engineering tasks.
Must have:
  • 5+ years of AI/ML engineering experience.
  • Experience in developing end-to-end AI applications.
  • Proficient in deep learning frameworks.
  • Proficient in Python and another language.
  • Experience with SQL and various DBs.
  • Experience with cloud platforms (AWS, GCP, Azure).
  • Experience with Docker and Kubernetes.
  • Excellent English communication skills.
Good to have:
  • Experience with multimodal AI systems.
  • Knowledge of DevOps principles and CI/CD pipelines.
  • Familiarity with NLU, ASR, and dialog systems.
  • Contributions to open-source AI projects.
  • GenAI: RAG pipeline components, LLM pre-training.

Job Details

This is a remote-based position in Mexico. Please submit your resume in English - we can only consider applications submitted in this language.

Calix provides the cloud, software platforms, systems and services required for communications service providers to simplify their businesses, excite their subscribers and grow their value.

Calix is looking for an innovative and experienced Senior Core AI Engineer to develop and deploy end-to-end Gen AI applications. In this role, you will work on developing advanced AI solutions from model development to deployment in production environment. You will work on building scalable, high-performance AI systems for various applications, including Natural language processing (NLP), predictive analysis, knowledge management, etc. Your work will bridge research and production, turning cutting edge AI searches into impactful solutions for real-world problems. You will be a key player in driving the development, working alongside machine learning engineers, AI researchers, and data engineers to bring these models into production.

Key Responsibilities:

  • Design and develop production software components
  • Develop efficient data ingestion, feature engineering and data pipelines at production scale
  • Collaborate with data engineers to preprocess and manage large datasets, ensuring that data pipelines are efficient and optimized for model training.
  • Automate collection and visualization of data, model, and operational metrics
  • Implement and manage MLOps pipelines to automate model deployment, monitoring, and maintenance. Deploy models in scalable production environments using cloud platforms like AWS, GCP, or Azure.
  • Work with cross-functional teams, including software engineers and data scientists, to design system architectures that integrate AI models into existing or new platforms.
  • Extend, harden, and scale data processing and ML components
  • Perform data ingestion, data processing and feature engineering tasks
  • System integration to bring AI features to other applications and platforms
  • Build and deploy microservices for AI features
  • Operate and administration of production DB: SQL, NoSQL, Vector and Graph
  • Troubleshoot and support production pipeline
  • Work with Ops team for end-to-end deployment of data and ML pipelines

Required Skills and Qualifications:

  • Bachelor’s or Master’s Degree in Computer Science or a related field (or equivalent work experience)
  • 5+ years of hands-on experience in AI/ML engineering, building and deploying machine learning models in production environments
  • Proven track record in developing end-to-end AI applications across different domains, such as NLP, computer vision, or predictive modeling
  • Solid foundation on data structure and algorithms
  • Proficient in deep learning frameworks such as TensorFlow, PyTorch, or Keras
  • Proficient in Python and one other language such as Java, Go, C/C++, R, SQL
  • Experience with SQL, Pandas and exposure to various SQL and noSQL DB
  • Solid understanding of data engineering and experience working with large datasets and building ETL pipelines
  • Experience automating unit, system and production testing
  • Experience on data processing: ETL, feature engineering, data cleaning
  • Proficiency developing in Linux environments with git
  • Experience with cloud platforms (AWS, GCP, Azure) and deploying models in containerized environments using Docker and Kubernetes
  • Experience developing microservices and REST API
  • Tools: Linux, git, Jupyter, IDE, ML frameworks: Tensorflow, Pytorch, Keras, Scikit-learn, Kubeflow, MLflow
  • Excellent English communication skills (written and verbal)

Preferred Qualifications:

  • Experience with multimodal AI systems (text, image, video)
  • Knowledge of DevOps principles and CI/CD pipelines for automated testing and deployment
  • Familiarity with natural language understanding (NLU), automatic speech recognition (ASR), and dialog systems
  • Contributions to open-source AI projects or publications in AI/ML conferences and journals
  • GenAI: RAG pipeline components, LLM pre-training, alignment, fine tuning, different types of LLM and their applications

Location:

  • This is a remote-based position in Mexico.

#LI-Remote

Similar Jobs

bytedance - Content & Social Media Marketing

bytedance

Taguig, Metro Manila, Philippines (On-Site)
1 Month ago
Netflix - Ads Marketing Manager, Scaled Channels - LATAM

Netflix

Mexico City, Mexico City, Mexico (On-Site)
5 Months ago
Team Liquid - Influencer Sales Manager

Team Liquid

Santa Monica, California, United States (On-Site)
3 Months ago
Kaedim - Customer Success Engineer

Kaedim

London, England, United Kingdom (On-Site)
1 Year ago
Scopely - Lead Product Manager, Growth

Scopely

United States (Remote)
1 Month ago
GoTo Group - Senior Machine Learning Engineer

GoTo Group

Bengaluru, Karnataka, India (Hybrid)
2 Months ago
bytedance - Research Scientist Graduate (High-Performance Computing (Algorithm Acceleration)- Vision AI Platform)

bytedance

San Jose, California, United States (On-Site)
3 Months ago
Boomi  - Software Senior Engineer - AI Connectors

Boomi

Bengaluru, Karnataka, India (Hybrid)
2 Months ago
ALTEN - Stage Innovation: Artificial Intelligence Engineer / Traffic Simulation

ALTEN

Rennes, Brittany, France (On-Site)
3 Weeks ago
Eqvilent - ML Engineer

Eqvilent

(Remote)
2 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Raw Power Games - Senior Business Controller

Raw Power Games

Copenhagen, Denmark (Hybrid)
2 Months ago
binance - Binance Accelerator Program - Affiliate CIS/CEE

binance

Kyiv, Kyiv City, Ukraine (Remote)
1 Month ago
Brillio - Enterprise Architect, AWS - R01535258

Brillio

Bengaluru, Karnataka, India (Hybrid)
9 Months ago
Google - Staff Software Engineer, AI/ML Recommendations, Rankings, Predictions, YouTube

Google

San Bruno, California, United States (On-Site)
2 Months ago
bytedance - Experienced Long-term Incentive Partner

bytedance

San Jose, California, United States (On-Site)
3 Months ago
Gigamon - Sr. Staff SW Engineer - Gigasmart (Mobility)

Gigamon

Chennai, Tamil Nadu, India (On-Site)
3 Months ago
velotio technologies  - Associate HR - Operations

velotio technologies

Pune, Maharashtra, India (On-Site)
2 Weeks ago
Ion - SAS Developer

Ion

Milan, Lombardy, Italy (Hybrid)
3 Months ago
NVIDIA - Production System Engineer

NVIDIA

Pune, Maharashtra, India (On-Site)
3 Months ago
Dentsu - Adobe Workfront Functional Architect

Dentsu

Bengaluru, Karnataka, India (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Jobs in Mexico City, Mexico

QuinStreet - Machine Learning Engineer

QuinStreet

Monterrey, Nuevo Leon, Mexico (Remote)
2 Months ago
Palo Alto Networks - Principal Consultant

Palo Alto Networks

Mexico (Remote)
1 Month ago
AECOM - Senior Telecommunications Engineer – Railway Experience

AECOM

Mexico City, Mexico (On-Site)
3 Weeks ago
Bright Machines - Senior Site Reliability Engineer (DevOps Engineer)

Bright Machines

Guadalajara, Jalisco, Mexico (On-Site)
3 Weeks ago
Valeo - APU Quality Engineer

Valeo

San Luis Potosi, Mexico (On-Site)
1 Month ago
Amber - Senior Data Analyst

Amber

Guadalajara, Jalisco, Mexico (Remote)
1 Month ago
Infosys - Java FullStack Developer

Infosys

Toluca, State Of Mexico, Mexico (Hybrid)
1 Month ago
Lionbridge Games - Test Associate 1

Lionbridge Games

Mexico City, Mexico (On-Site)
1 Month ago
Ion - Senior .NET Consultant

Ion

Mexico City, Mexico (Hybrid)
3 Years ago
GoMotive - Customer Success Manager, Enterprise

GoMotive

Juárez, Nuevo Leon, Mexico (Remote)
1 Month ago

Get notifed when new similar jobs are uploaded

Research Development Jobs

NVIDIA - Senior Applied LLM Engineer, AI – Chip Design

NVIDIA

Canada (On-Site)
4 Months ago
Canva - Staff Machine Learning Engineer - User Voice

Canva

Sydney, New South Wales, Australia (Remote)
3 Months ago
bytedance - Student Researcher (Doubao (Seed) - Foundation Model - Vision Generative AI)

bytedance

San Jose, California, United States (On-Site)
3 Months ago
Monolith - Analyst, DTC Research

Monolith

Mexico City, Mexico City, Mexico (On-Site)
1 Month ago
Sony Interactive Entertainment - Lead AI/ML Engineer (Facial and Motion Generation)

Sony Interactive Entertainment

Tokyo, Japan (On-Site)
2 Months ago
Gameopedia - AI/Agent Engineer

Gameopedia

Norway (Hybrid)
3 Months ago
Game freak - R&D Programmer: Battle System [Junior Class]

Game freak

Chiyoda City, Tokyo, Japan (On-Site)
2 Months ago
Apple - AIML - Release Engineer - MLPT

Apple

Cambridge, Massachusetts, United States (On-Site)
2 Months ago
Apple - AIML - Staff Machine Learning Engineer - Reinforcement Learning

Apple

Santa Clara, California, United States (On-Site)
4 Weeks ago
bytedance - Student Researcher (Doubao (Seed) - Foundation Model - Generative AI)

bytedance

Seattle, Washington, United States (On-Site)
3 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Calix delivers a broadband platform and managed services that enable our customers to improve life one community at a time. We’re at the forefront of a once in a generational change in the broadband industry. Join us as we innovate, help our customers reach their potential, and connect underserved communities with unrivaled digital experiences. This is the Calix mission - to enable CSPs of all sizes to Simplify. Innovate. Grow. To learn more, visit the Calix web site at www.calix.com To learn more about our international job opportunities, please visit our International Careers Page If you are a person with a disability needing assistance with the application process please: Email us at calix.interview@calix.com; or Call us at +1(408) 514-3000.

United States (On-Site)

Plymouth, Minnesota, United States (Hybrid)

United States (Remote)

Minneapolis, Minnesota, United States (Remote)

View All Jobs

Get notified when new jobs are added by Calix

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug