Lead AI/ML Engineer - R01557649 at Brillio

Guadalajara, Jalisco, Mexico

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, AI/MLIndustries

Requirements

7+ years in MLOps, ML Engineering, or related roles, focusing on deploying and managing ML workflows in production environments
Hands-on experience building drift detection systems, model calibration frameworks, and robust monitoring tools for ML pipelines
Proficient in Databricks, Apache Spark, MLflow, Unity Catalog, and feature stores
Expertise in deploying and orchestrating low-latency ML models, including reinforcement learning solutions like Contextual Bandits and Q-learning
Experience designing automated training pipelines for ML models, focusing on efficiency
Strong knowledge of Git workflows, CI/CD practices, and tools like GitLab or similar
Proficiency in Python, SQL, and big data processing tools like Spark
Familiarity with ML lifecycle tools such as MLflow, Kubeflow, and Airflow
Strong understanding of model performance monitoring, drift detection, and retraining workflows

Responsibilities

Build and maintain scalable ML infrastructure on Databricks, leveraging Unity Catalog and feature stores to support model development and deployment
Establish automated, production-ready ML pipelines for multi-model inference, self-serve test orchestration, contextual bandits, and advanced reporting
Design and implement frameworks for detecting data and model drift, ensuring continuous monitoring and high reliability of ML models in production
Standardize retraining, monitor inference drift, and automate performance checks to prevent stale models and undetected errors
Develop model calibration frameworks and establish versioning practices to maintain transparency and reproducibility across the ML lifecycle
Maintain CI/CD checks, versioning, and consistent environments between Dev and Prod
Design and optimize reinforcement learning (RL) orchestration pipelines, including Contextual Bandits, for real-time execution in low-latency environments
Create automated frameworks for training, retraining, and validating ML models, enabling efficient experimentation and deployment

Skills

Python

PySpark

Databricks

Unity Catalog

KubeFlow

BentoML

TensorFlow

PyTorch

Scikit-Learn

Great Expectations

Evidently AI

ARIMA

Drift Detection

CI/CD

MLOps

Brillio

Technology consulting for digital transformation

About Brillio

Brillio helps businesses with their digital transformation by providing technology consulting services. The company focuses on creating customized digital solutions that utilize artificial intelligence and cloud technologies to meet the specific needs of each client. This includes improving operational efficiency and enhancing user experiences through real-time responses and better workflows. Brillio serves a variety of clients, including large Fortune 500 companies, with a strong emphasis on the healthcare sector. Unlike many competitors, Brillio's approach is centered on developing bespoke solutions that give clients a competitive advantage, aiming to help them evolve into 'generative enterprises.' The company's goal is to drive significant improvements in business operations and outcomes through its consulting services and technology implementations.

Edison, New JerseyHeadquarters

2014Year Founded

LATE_VCCompany Stage

Consulting, AI & Machine Learning, HealthcareIndustries

1,001-5,000Employees

Benefits

Remote Work Options

Risks

High competition in tech may impact Brillio's talent acquisition and service scaling.

Over-reliance on healthcare exposes Brillio to sector-specific regulatory and funding risks.

Expansion into new markets may stretch resources, leading to potential operational inefficiencies.

Differentiation

Brillio specializes in bespoke digital solutions for diverse industries, focusing on AI and cloud.

The company is recognized as an Enterprise Innovator in healthcare payer services.

Brillio's Cloud and AI Studio aims to modernize enterprise IT systems and optimize workflows.

Upsides

Increased demand for AI-driven healthcare solutions boosts Brillio's market potential.

Expansion in India enhances service delivery and innovation through a growing tech talent pool.

Recognition in Open Banking IT Services highlights Brillio's role in financial digital transformation.

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