Machine Learning Engineering Manager

2 weeks ago


Chicago, United States United Airlines Full time

Description

Theres never been a more exciting time to join United Airlines. Were on a path towards becoming the best airline in the history of aviation. Our shared purpose Connecting People, Uniting the World is about more than getting people from one place to another. It also means that as a global company that operates in hundreds of locations around the world with millions of customers and tens of thousands of employees, we have a unique responsibility to uplift and provide opportunities in the places where we work, live and fly, and we can only do that with a truly diverse and inclusive workforce. And were growing in the years ahead, well hire tens of thousands of people across every area of the airline. Our careers include a competitive benefits package aimed at keeping you happy, healthy and well-traveled. From employee-run "Business Resource Group" communities to world-class benefits like parental leave, 401k and privileges like space available travel, United is truly a one-of-a-kind place to work. Are you ready to travel the world?

We believe that inclusion propels innovation and is the foundation of all that we do. United's Digital Technology team spans the globe and is made up of diverse individuals all working together with cutting-edge technology to build the best airline in the history of aviation. Our team designs, develops and maintains massively scaling technology solutions brought to life with innovative architectures, data analytics, and digital solutions.

Key Responsibilities:

United Airlines is seeking dedicated professionals to join the Data and Machine Learning Engineering team. The organization is responsible for leading data driven insights & innovation to support the Machine Learning needs for commercial and operational projects with a digital focus. This role will frequently collaborate with data scientists and data engineers. The person in this role will design and implement key components of the Machine Learning Platform, business use cases, and establish processes and best practices.

Build high-performance, cloud-native machine learning infrastructure and services to enable rapid innovation across United

Design and develop tools and apps to enable ML automation using AWS ecosystem

Build data pipelines to enable ML models for batch and real-time data

Support large scale model training and serving pipelines in distributed and scalable environment

Stay aligned with the latest developments in cloud-native and ML ops/engineering and to experiment with and learn new technologies NumPy, data science packages like sci-kit, microservices architecture

Optimize, fine-tune generative AI/LLM models to improve performance and accuracy and deploy them

Evaluate the performance of LLM models, Implement LLMOps processes to manage the end-to-end lifecycle of large language models

United values diverse experiences, perspectives, and we encourage everyone who meets the minimum qualifications to apply. While having the desired qualifications make for a stronger candidate, we encourage applicants who may not feel they check ALL of those boxes We are always looking for individuals who will bring something new to the table

Qualifications

Whats needed to succeed (Minimum Qualifications):

Bachelors Degree in Computer Science, Engineering, or a related technical field

8+ years of software engineering experience with languages such as Python, Go, Java, Scala, Kotlin, or C/C++ 6+ years of experience in machine learning, deep learning, and natural language processing

4 + years of experience working in cloud environments (AWS preferred) - Kubernetes, Dockers, ECS and EKS

2 + years of experience with Big Data technologies such as Spark, Flink and SQLprogramming

3 + years of experience with cloud-native DevOps, CI/CD

1+ years of experience with Generative AI/LLMs

Familiarity with data science methodologies and frameworks (e.g., PyTorch, Tensorflow) and preferably building and deploying production ML pipelines

Experience in ML model life cycle development experience and prefer experience to common algorithms like XGBoost, CatBoost, Deep Learning, etc

Cloud-native DevOps, CI/CD experience using tools such as Jenkins or AWS CodePipeline; preferably experience with GitOps using tools such as ArgoCD, Flux, or Jenkins X

Experience writing, testing, and deploying one or more ML solutions using one or more of the following declarative infrastructure as code solutions: Terraform, Pulumi, AWS CloudFormation, Azure Resource Manager, or GCP Deployment Manager

Experience with generative models such as GANs, VAEs, and autoregressive models

Experience with LLMOps (Large Language Model Operations) to manage the end-to-end lifecycle of large language models

Prompt engineering: Ability to design and craft prompts that evoke desired responses from LLMs

Must be legally authorized to work in the United States for any employer without sponsorship

What will help you propel from the pack (Preferred Qualifications):

Master's/PhD degree

United Airlines is an equal opportunity employer. United Airlines recruits, employs, trains, compensates and promotes regardless of race, religion, color, national origin, gender identity, sexual orientation, physical ability, age, veteran status and other protected status as required by applicable law. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform crucial job functions. Please contact JobAccommodations@united.com to request accommodation.

Equal Opportunity Employer - Minorities/Women/Veterans/Disabled/LGBT



  • Chicago, Illinois, United States United Airlines Full time

    There's never been a more exciting time to join United Airlines. We're on a path towards becoming the best airline in the history of aviation. Our shared purpose – Connecting People, Uniting the World – is about more than getting people from one place to another. It also means that as a global company that operates in hundreds of locations around the...


  • Chicago, United States United Airlines Full time

    Job DescriptionDescriptionThere’s never been a more exciting time to join United Airlines. We’re on a path towards becoming the best airline in the history of aviation. Our shared purpose – Connecting People, Uniting the World – is about more than getting people from one place to another. It also means that as a global company that operates in...


  • Chicago, United States United Airlines Full time

    Description There’s never been a more exciting time to join United Airlines. We’re on a path towards becoming the best airline in the history of aviation. Our shared purpose – Connecting People, Uniting the World – is about more than getting people from one place to another. It also means that as a global company that operates in hundreds of...


  • Chicago, United States United Airlines Full time

    Description There’s never been a more exciting time to join United Airlines. We’re on a path towards becoming the best airline in the history of aviation. Our shared purpose – Connecting People, Uniting the World – is about more than getting people from one place to another. It also means that as a global company that operates in hundreds of...


  • Chicago, United States Tegus Full time

    Tegus is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to...


  • Chicago, United States CareerBuilder Full time

    This is a remote position. Junior Machine Learning Engineer (1 year experience, remote) Be part of our future! This job posting builds our talent pool for potential future openings. We'll compare your skills and experience against both current and future needs. If there's a match, we'll contact you directly. No guarantee of immediate placement, and we only...


  • Chicago, Illinois, United States Crowe Full time

    Your Journey at Crowe Starts Here:At Crowe, you have the opportunity to deliver innovative solutions to today's complex business issues. Crowe's accounting, consulting, and technology personnel are widely recognized for their in-depth expertise and understanding of sophisticated process frameworks and enabling technologies, along with their commitment to...


  • Chicago, IL, United States LanceSoft, Inc. Full time

    All below skills are must have skills. The manager is looking for candidates over 3-5 years of experience. The candidate is expected to be in the Chicago office 2-3 days a week. Ability to write robust code in one or more of Python, Go, and Java Proficient in core technologies like Spark, Hadoop and Hive. Experience in building real-time...


  • Chicago, United States The Hagen Ricci Group Full time

    We are actively recruiting for Senior Software Engineers for our client's offices in the New York and Chicago These persons have demonstrated experience in developing, managing, and maintaining Machine Learning systems in production. In this role, you will partner with the Quantitative Research team to build battle-tested production trading systems and...


  • CHICAGO, United States Grainger Businesses Full time

     Work Location Type: Hybrid    As a leading industrial distributor with operations primarily in North America, Japan and the United Kingdom, We Keep The World Working® by serving more than 4.5 million customers worldwide with products delivered through innovative technology and deep customer relationships. With 2023 sales of $16.5 billion,...


  • Chicago, IL, United States LanceSoft, Inc. Full time

    All Below Skills Are Must Have Skills. The manager is looking for candidates over 3-5 years of experience. The candidate is expected to be in the Chicago office 2-3 days a week. Ability to write robust code in one or more of Python, Go, and Java Proficient in core technologies like Spark, Hadoop and Hive. Experience in building real-time applications,...


  • Chicago, Illinois, United States Georgia IT Inc Full time

    Role: Machine Learning Engineer/SRELocation: Chicago, IL or RemoteDuration: 12 MonthsRate: DOEUS Citizens and Green cards & GC-EAD Only. No Third-party C2C available for this jobWe are seeking a highly skilled and motivated Machine Learning Engineer who possesses expertise in developing, deploying, and managing machine learning models. In this role, you will...


  • Chicago, IL, United States Remotely Inc Full time

    This is a remote position. Junior Machine Learning Engineer (1 year experience, remote) Be part of our future! This job posting builds our talent pool for potential future openings. We'll compare your skills and experience against both current and future needs. If there's a match, we'll contact you directly. No guarantee of immediate placement,...


  • Chicago, United States Tegus Full time

    Tegus is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to...


  • Chicago, United States Discover Full time

    Discover. A brighter future. With us, you’ll do meaningful work from Day 1. Our collaborative culture is built on three core behaviors: We Play to Win, We Get Better Every Day & We Succeed Together. And we mean it — we want you to grow and make a difference at one of the world's leading digital banking and payments companies. We value what makes you...


  • Chicago, United States Motion Recruitment Full time

    We're looking for a Machine Learning Enigneer to join a startup building fraud prevention software. This role can be remote but candidate local to the Chicago office will be preferred so they can easily attend meeting and training opportunities.  Join a close-knit group that's building a platform that can handle a high volume and complex latency fraud...


  • Chicago, Illinois, United States Grainger Businesses Full time

    Work Location Type: Hybrid As a leading industrial distributor with operations primarily in North America, Japan and the United Kingdom, We Keep The World Working by serving more than 4.5 million customers worldwide with products delivered through innovative technology and deep customer relationships. With 2023 sales of $16.5 billion, we're dedicated to...


  • Chicago, Illinois, United States Optiver Full time

    Optiver is a seeking a Machine Learning Research Engineer to join our team, focusing on a pivotal AI initiative. This role would offer the opportunity to have significant impact across Machine Learning infrastructure, training, and inference challenges to advance our futures trading strategies.Who we are:Optiver is a tech-driven trading firm and leading...


  • Chicago, United States Quant Trading Firm Full time

    A leading trading firm is looking to hire a Snr Machine Learning Research Engineer to join the firm as an early member of their ML Engineering team and work on innovative research on deep learning forecasting, building scalable training and inference pipelines, explore and develop open-source DL frameworks and work closely with the quant researchers. ...


  • Chicago, IL, United States Xometry Inc. Full time

    Xometry is looking for a Principal Machine Learning Engineer to join our growing organization. The right person will help move our machine learning capabilities to the next level. You’ll be working in an organization where AI is the enabler and center of its core business strategy. You want to be part of a small, intensely skilled team, who feel total...