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Absolute Airflow Jobs in California (NOW HIRING)

Familiarity with Snowflake, RDS, DynamoDB, Kafka, Fivetran, dbt, Airflow, Docker, Kubernetes, * EMR ... and absolute discretion unless and until paid and may be modified at the Company's sole and ...

Familiarity with Snowflake, RDS, DynamoDB, Kafka, Fivetran, dbt, Airflow, Docker, Kubernetes, * EMR ... and absolute discretion unless and until paid and may be modified at the Company's sole and ...

Absolute Airflow information

What is the difference between Absolute Airflow vs HVAC Technician?

AspectAbsolute AirflowHVAC Technician
CertificationsOften requires specialized airflow or ventilation certificationsRequires HVAC-specific certifications like EPA 608, HVAC license
Work EnvironmentPrimarily in ventilation, ductwork, and airflow systemsWorks on heating, cooling, refrigeration systems in various settings
Industry UsageUsed in ventilation, cleanroom, and industrial airflow systemsCommon in residential, commercial, and industrial HVAC services

Absolute Airflow specialists focus on airflow systems and ventilation solutions, often requiring specific certifications related to airflow management. HVAC Technicians have broader roles, handling heating, cooling, and refrigeration systems across diverse environments. While both roles involve working with air systems, Absolute Airflow experts specialize in airflow optimization, whereas HVAC Technicians provide comprehensive climate control services.

What are the key skills and qualifications needed to thrive as an HVAC technician at Absolute Airflow?

To thrive as an HVAC Technician, you need strong knowledge of heating, ventilation, air conditioning systems, and refrigeration, often supported by relevant certifications such as EPA 608 and a high school diploma or technical training. Familiarity with diagnostic tools, HVAC software, and various system components is essential for troubleshooting and repairs. Excellent customer service, problem-solving skills, and effective communication help build trust and ensure client satisfaction. These skills ensure efficient installation, maintenance, and repair of systems, which are critical for safety, comfort, and company reputation.

What is Absolute Airflow?

Absolute Airflow is a company that provides HVAC (heating, ventilation, and air conditioning) services, including installation, maintenance, and repair of systems for residential and commercial clients. Their technicians are trained to handle air conditioning, heating, plumbing, and indoor air quality solutions. The company focuses on delivering reliable service, energy efficiency, and customer satisfaction. If you need help with your home's comfort systems, Absolute Airflow offers expert advice and 24/7 emergency services.

What are some common challenges faced by HVAC technicians at Absolute Airflow, and how does the company support them in overcoming these challenges?

HVAC technicians at Absolute Airflow often encounter challenges such as diagnosing complex system issues, managing a high volume of service calls during peak seasons, and keeping up with the latest technologies in heating and cooling. The company supports its technicians by providing ongoing training, access to technical resources, and a collaborative team environment where experienced technicians mentor newer team members. Additionally, Absolute Airflow emphasizes safety and customer satisfaction, ensuring technicians have the tools and support needed to perform their jobs efficiently.
What are popular job titles related to Absolute Airflow jobs in California? For Absolute Airflow jobs in California, the most frequently searched job titles are:
What job categories do people searching Absolute Airflow jobs in California look for? The top searched job categories for Absolute Airflow jobs in California are:
What cities in California are hiring for Absolute Airflow jobs? Cities in California with the most Absolute Airflow job openings:
Infographic showing various Absolute Airflow job openings in California as of August 2026, with employment types broken down into 100% Full Time. Highlights an 60% In-person, and 40% Remote job distribution.

Machine Learning Engineer

AbbVie

San Diego, CA • On-site, Remote

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 19 days ago


AbbVie rating

8.6

Company rating: 8.6 out of 10

Based on 101 frontline employees who took The Breakroom Quiz

16th of 86 rated pharmaceutical


Job description

Company Description

About AbbVie

At Allergan Aesthetics, an AbbVie company, we develop, manufacture, and market a portfolio of leading aesthetics brands and products. Our aesthetics portfolio includes facial injectables, body contouring, plastics, skin care, and more. Our goal is to consistently provide our customers with innovation, education, exceptional service, and a commitment to excellence, all with a personal touch. For more information, visit https://global.allerganaesthetics.com/. Follow Allergan Aesthetics on LinkedIn.

Job Description

Responsibilities

  • Own small to medium components of machine learning systems from technical designthrough implementation and delivery
  • Translate technical requirements into high-quality, maintainable code and deliver workstreamsaccording to plan
  • Build and maintain data pipelines and feature engineering workflows to support machinelearning and AI solutions
  • Design, train, evaluate, and refine machine learning models with minimal supervision, applyingsound statistical and engineering practices
  • Implement ML solutions that can be deployed into production environments as microservices,APIs, batch jobs, or streaming components
  • Support production monitoring efforts by helping define and implement metrics for modelperformance, data drift, anomalies, and retraining triggers
  • Collaborate with Data Engineers, Software Engineers, Data Scientists, Product partners, andbusiness stakeholders to deliver project objectives
  • Understand system design, data models, and technical artifacts well enough to contribute toimplementation decisions and tradeoffs
  • Follow governance, documentation, coding, and source control standards consistently
  • Demonstrate flexibility and proactively support teammates with day-to-day responsibilities asneeded
  • Clearly document and communicate work progress, technical decisions, and outcomes totechnical and non-technical audiences
Qualifications

Required Experience & Skills

  • Completed BS, MS, or PhD in Computer Science, Mathematics, Statistics, Data Science,Engineering, Operations Research, or other quantitative field
  • 3+ years of practical experience building, evaluating, scaling, and deploying machine learning pipelines with Python
  • Strong programming skills in Python and solid understanding of core computer scienceprinciples
  • Experience with data manipulation frameworks such as Pandas and PySpark
  • Experience with machine learning libraries such as scikit-learn, HuggingFace,TensorFlow/Keras, PyTorch, or MLlib
  • Experience with MLOps practices such as automated model deployment, model performancemonitoring, data drift detection
  • Working knowledge of SQL and relational data structures
  • Ability to design, train, and evaluate machine learning models using standard best practicessuch as model selection, validation, bias/variance tradeoffs, and performance assessment
  • Familiarity with batch and streaming data pipeline concepts such as ETL, ELT, and stream processing
  • Experience working with cloud environments, preferably AWS
  • Familiarity with technologies such as APIs, microservices, Docker, and Kubernetes
  • Strong interpersonal, verbal, and written communication skills
  • Ability to work effectively in a remote environment using collaboration tools

Preferred Experience & Skills

  • Knowledge in domains such as recommender systems, fraud detection, personalization, and marketing science
  • Experience with managing and architecting solutions on AWS
  • Familiarity with Large Language Models (LLMs), other generative AI modalities, and how they are applied in production
  • Familiarity with Snowflake, RDS, DynamoDB, Kafka, Fivetran, dbt, Airflow, Docker, Kubernetes,
  • EMR, Sagemaker, DataDog, PagerDuty, Data Cataloging tools, Data Observability tools and Data Governance tools
Additional Information

Applicable only to applicants applying to a position in any location with pay disclosure requirements under state or local law: 

  • The compensation range described below is the range of possible base pay compensation that the Company believes in good faith it will pay for this role at the time of this posting based on the job grade for this position. Individual compensation paid within this range will depend on many factors including geographic location, and we may ultimately pay more or less than the posted range. This range may be modified in the future. 

  • We offer a comprehensive package of benefits including paid time off (vacation, holidays, sick), medical/dental/vision insurance and 401(k) to eligible employees.

  • This job is eligible to participate in our long-term incentive programs. 

Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable. The amount and availability of any bonus, commission, incentive, benefits, or any other form of compensation and benefits that are allocable to a particular employee remains in the Company's sole and absolute discretion unless and until paid and may be modified at the Company's sole and absolute discretion, consistent with applicable law.

AbbVie is an equal opportunity employer and is committed to operating with integrity, driving innovation, transforming lives and serving our community. Equal Opportunity Employer/Veterans/Disabled. 

US & Puerto Rico only - to learn more, visit https://www.abbvie.com/join-us/equal-employment-opportunity-employer.html

US & Puerto Rico applicants seeking a reasonable accommodation, click here to learn more:

https://www.abbvie.com/join-us/reasonable-accommodations.html


What AbbVie employees say

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AbbVie logo

About AbbVie

Sourced by ZipRecruiter

AbbVie's mission is to discover and deliver innovative medicines that solve serious health issues today and address the medical challenges of tomorrow. We strive to have a remarkable impact on people's lives across several key therapeutic areas: immunology, oncology, neuroscience, eye care, virology, women's health, and gastroenterology, in addition to products and services across its Allergan Aesthetics portfolio. For more information about AbbVie, please visit us at www.abbvie.com. Follow @abbvie on Twitter, Facebook, Instagram, YouTube, and LinkedIn.

Industry

Scientific research and development services

Company size

10,000+ Employees

Headquarters location

North Chicago, IL, US

Year founded

2013