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Added 3 mins ago
Lead AI and Data Science Engineer II
Deloitte
Omaha, NE
Maintain structured documentation of project development stages, including the utilization of GitHub for version control and project management, and track team progress against project…
Added 3 mins ago
Entry Level Signal Engineer, Railroad
Progress Rail Services Corp.
Omaha, NE
…logic controllers and various other pieces of equipment used to control track circuits, signals, electrical motors and communication gear. We also write custom application software based on…
Added 3 mins ago
EC
Quality Systems Engineer, Programmatic
Eaton Corporation
Omaha, NE
- $86,000 to $126,000 USD / year
Eaton’s ES AMER ARS division is currently seeking a Quality Systems Engineer, Programmatic. The position will be based out of one of these facilities: Arden, NC, Charlotte, NC, El Paso, TX,…
Added 3 mins ago
Mechanical Engineer, Data Center Operations Engineering
Meta
Lincoln, NE
Meta is seeking a Mechanical Engineer to join our Data Center Operations Engineering team. Our data centers are the foundation upon which our rapidly growing infrastructure efficiently…
Added 3 mins ago
EG
QA Automation Engineer
Eliassen Group
Lincoln, NE
- $75 to $82 USD / hour
Participate and contribute to requirements analysis, design, QA test plan development, defect review, QA results analysis, sprint review, and project planning sessions.
Added 5 mins ago
G
Superintendent - Healthcare & Hospital Projects
GPAC
Towson, MD
- $100,000 to $130,000 USD / year
- Plan and enforce infection control and safety measures in occupied spaces
Added 8 mins ago
Mechanical Engineer, Data Center Operations Engineering
Meta
Charleston, WV
Meta is seeking a Mechanical Engineer to join our Data Center Operations Engineering team. Our data centers are the foundation upon which our rapidly growing infrastructure efficiently…
Added 8 mins ago
EG
QA Automation Engineer
Eliassen Group
Charleston, WV
- $75 to $82 USD / hour
Participate and contribute to requirements analysis, design, QA test plan development, defect review, QA results analysis, sprint review, and project planning sessions.
Added 11 mins ago
G
Civil Engineer (PE or EIT)
GPAC
Nashville, TN
- $100,000 to $150,000 USD / year
We are seeking an experienced Professional Engineer (PE) to join our Land Development team in a Project Manager capacity. This individual will play a key role in leading projects, managing…
Added 13 mins ago
G
Civil Engineer (PE or EIT)
GPAC
Tucson, AZ
- $100,000 to $150,000 USD / year
We are seeking an experienced Professional Engineer (PE) to join our Land Development team in a Project Manager capacity. This individual will play a key role in leading projects, managing…
Added 17 mins ago
C
Staff Engineer, Firmware & Embedded Software
Carrier
Indianapolis, IN
- $96,000 to $192,000 USD / year
The Staff Engineer is a technical expert responsible for leading the embedded design, development, and optimization of embedded software for our next-generation air-conditioner products.
Added 18 mins ago
Principal CSV Engineer - Automation Engineering
Lilly
Indianapolis, IN · Lebanon, IN
The Engineer is also responsible for ensuring that reliable and compliant control applications and systems are in place and maintained to support manufacturing operations at the Foundry.…
Added 18 mins ago
EG
QA Automation Engineer
Eliassen Group
Indianapolis, IN
- $75 to $82 USD / hour
Participate and contribute to requirements analysis, design, QA test plan development, defect review, QA results analysis, sprint review, and project planning sessions.
Added 30 mins ago
G
Senior Project Engineer - Commercial Construction
GPAC
California
- $115,000 to $145,000 USD / year
…healthcare, education and housing. The company is adding a Senior Project Engineer - Commercial Construction to its team in San Jose, CA. This is an urgent, high-priority…
Added 30 mins ago
G
Project Engineer / Assistant Project Manager - Multifamily
GPAC
Cupertino, CA
- $100,000 to $130,000 USD / year
…affordable, senior and student housing. The company is adding a Project Engineer / Assistant Project Manager - Multifamily to its team in Cupertino, CA. This is an urgent, high-priority…
Added 34 mins ago
Senior Materials and Process Engineer
Leidos
Huntsville, AL
We are in search of a motivated, organized, and adaptable Senior Materials & Processes (M&P) Engineer to join the Advanced Materials & Test Division in Huntsville. As a core member of the…
Added 35 mins ago
Senior Manufacturing Engineer, Welding and Automation - Leeds, AL
Hubbell Incorporated
Leeds, AL
The Senior Manufacturing Engineer is a leadership role responsible for designing, developing, and improving manufacturing processes, systems, and methods to optimize production and enhance…
Added 35 mins ago
EG
QA Automation Engineer
Eliassen Group
Montgomery, AL
- $75 to $82 USD / hour
Participate and contribute to requirements analysis, design, QA test plan development, defect review, QA results analysis, sprint review, and project planning sessions.
Added 38 mins ago
A
Precast Plant Inspector PCI 2 WisDOT (Wisconsin & Chicago Area)
Atlas
Madison, WI · Chicago, IL · Milwaukee, WI · Waukesha, WI · Green Bay, WI · Wisconsin Rapids, WI · Rhinelander, WI · Eau Claire, WI · Superior, WI · Kenosha, WI · Racine, WI
- $40 to $50 USD / hour
…both public and private clients. Our services help improve the quality of life in the communities where we live and work. We always aim for smart, safe, and sustainable results. At Atlas we…
Added 38 mins ago
A
Environmental Civil Site Engineer, Land Development
Atlas
Pittsburgh, PA · PA
- $95,000 to $110,000 USD / year
…both public and private clients. Our services help improve the quality of life in the communities where we live and work. We always aim for smart, safe, and sustainable results. At Atlas we…
Added 38 mins ago
Traveling CMT Technician / ICC Inspector
Atlas
NM
…both public and private clients. Our services help improve the quality of life in the communities where we live and work. We always aim for smart, safe, and sustainable results. At Atlas we…
Added 38 mins ago
Traveling CMT Technician / ICC Inspector
Atlas
AZ
…both public and private clients. Our services help improve the quality of life in the communities where we live and work. We always aim for smart, safe, and sustainable results. At Atlas we…
Added 38 mins ago
Traveling CMT Technician / ICC Inspector
Atlas
OK
…both public and private clients. Our services help improve the quality of life in the communities where we live and work. We always aim for smart, safe, and sustainable results. At Atlas we…
Added 38 mins ago
CMT Project Manager/ Engineer
Atlas
El Paso, TX
…both public and private clients. Our services help improve the quality of life in the communities where we live and work. We always aim for smart, safe, and sustainable results. At Atlas we…
Added 38 mins ago
Consultant Construction Inspector, Columbia, SC
Atlas
Duluth, GA · Columbia, SC
…both public and private clients. Our services help improve the quality of life in the communities where we live and work. We always aim for smart, safe, and sustainable results. At Atlas we…

Cushman & Wakefield

Principal Machine Learning Engineer

Creve Coeur, MO, United States

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Job details

Posting language: English

Original job description

Summary

Job Title

Principal Machine Learning Engineer

Job Description Summary

We are seeking a Principal ML Engineer to build and maintain artificial intelligence and machine learning systems for our business. This role combines deep technical execution with broad influence: tackling the most complex machine learning problems, designing and implementing data architectures/models, MLOps and LLMOps, and monitoring and optimization as key software, while raising the bar for engineering excellence across the Data Organization.

Reporting to the Senior Director, Data Science & AI, the Principal ML Engineer is expected to move fluidly across project/product teams - embedding in projects for days or months at a time to unblock, accelerate, and uplift delivery. They will mentor other engineers at every level, push standards for technical excellence, and help establish the ML engineering, and architectural principles that guide our work. The primary platform is Databricks and the Azure cloud ecosystem, with the expectation of evaluating and adopting additional data technologies as the platform evolves.

Job Description

Role Summary

We are seeking a Principal ML Engineer to build and maintain artificial intelligence and machine learning systems for ourbusiness. This role combines deep technical execution with broad influence: tackling the most complex machine learning problems, designing and implementing data architectures/models, MLOps and LLMOps, and monitoring and optimization as key software, while raising the bar for engineering excellence across the Data Organization.

Key Responsibilities

AI/ML Model Development

+ Demonstrable experience shaping the end-to-end architecture, development, and deployment of AI, including machine learning, GenAI, and Agentic models that are tailored to business use cases.

+ Design and develop agentic AI systems - including multi-agent orchestration, tool-use, evaluation, and autonomous task-execution pipelines - to automate complex enterprise workflows.

+ Enforce model development standards encompassing data preprocessing, feature engineering, model selection, hyperparameter tuning, evaluation, and documentation.

+ Partner with data engineering teams to ensure robust, scalable, and high-quality data pipelines that support model training and inference.

AI Operations (MLOps / LLMOps)

+ Implement the organization's MLOps and LLMOps capabilities, including CI/CD pipelines for data wrangling, feature engineering, model training, evaluation, deployment, and monitoring.

+ Help define and enforce standards for model versioning, experiment tracking, reproducibility, and model registry management.

+ Implement robust model monitoring frameworks to detect performance degradation, data drift, concept drift, and bias in production systems, with automated alerting and retraining triggers.

AI Governance

+ Implement AI governance frameworks, including policies for model risk management, fairness, explainability, privacy, and security.

+ Champion sound AI principles across the global business, ensuring that human oversight and accountability are embedded in every stage of the AI development lifecycle.

Essential Skills, Knowledge & Experience

+ 10+ years building software or machine learning systems, including 6+ years shipping and operating machine learning in production - served, monitored, and maintained after launch.

+ Prior experience as the senior-most or near-senior-most engineer on a production ML or data platform, with responsibility for architectural decisions others had to live with.

+ A track record of setting technical standards that outlasted your own involvement, and of leading through influence without formal authority.

+ Strong hands-on Python and SQL , and the software engineering fundamentals that keep ML systems maintainable at scale - version control, automated testing, code review, modular design - plus the discipline to enforce them across teams.

+ Expert hands-on proficiency with Databricks (Spark, Lakeflow Declarative Pipelines, Delta Lake, Lakebase/Postgres, Unity Catalog, Model Serving) and the Azure data ecosystem. _Deep experience on a comparable lakehouse platform will be considered, with the expectation of becoming effective on Databricks quickly._

+ Experience with MLflow or an equivalent for experiment tracking, model registry, tracing, and reproducibility.

+ At least one year building agentic systems that reached production use, or equivalent demonstrated work. You should be able to walk us through a system you built: how it was orchestrated, how you evaluated it, what guardrails you put around it, how it failed, and what standard you set for whoever built the next one.

+ Proven ability to mentor engineers at every level and materially raise the technical standard of the teams you work with.

+ Familiarity with modern machine learning frameworks and a strong instinct for reusable, scalable engineering patterns.

Preferred Skills, Knowledge & Experience

+ Experience establishing an ML or AI platform capability in an organisation that did not previously have one.

+ Experience embedding across multiple teams, geographies and time zones as a principal-level technical contributor.

+ Familiarity with CI/CD and infrastructure-as-code tooling for data pipelines using Azure DevOps, Databricks Declarative Automation Bundles (DABs), GitHub Actions, Terraform, or equivalent.

+ Good understanding of data governance, metadata management, and cataloguing in enterprise environments.

+ Exposure to model serving and inference at scale - containers, REST endpoints, latency and throughput targets - or to feature stores, retrieval pipelines, or LLM cost-attribution tooling.

+ Model Context Protocol (MCP) or comparable tool-integration standards.

+ Commercial real estate, professional services, or another domain where the data is messy, entities are inconsistently defined, and subject matter experts are the source of truth.

\#LI-Remote

Cushman & Wakefield also provides eligible employees with an opportunity to enroll in a variety of benefit programs, generally including health, vision, and dental insurance, flexible spending accounts, health savings accounts, retirement savings plans, life, and disability insurance programs, and paid and unpaid time away from work. In addition to a co...

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Skills

Machine learning
ML
Databricks
Microsoft Azure
Documentation
Data engineering
CI/CD
Python
SQL
Test automation
Apache Spark
Unity
Mlflow
Direct inward dialing
Infrastructure as code
DevOps
GitHub
IBM Terraform

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