DAT
World’s Largest Freight Marketplace & Information Provider
Denver, CO

Machine Learning Engineer at DAT

| Greater Denver Area
Sorry, this job was removed at 1:52 p.m. (MST) on Wednesday, April 13, 2022
Find out who's hiring in Greater Denver Area.
See all Data + Analytics jobs in Greater Denver Area
Apply Now
By clicking continue you agree to Built In’s Privacy Policy and Terms of Use.

About DAT

DAT is a next-generation SaaS technology company that has been at the leading edge of innovation in transportation supply chain logistics for 43 years. We continue to transform the industry year over year, by deploying a suite of software solutions to millions of customers every day - customers who depend on DAT for the most relevant data and most accurate insights to help them make smarter business decisions and run their companies more profitably. We operate the largest marketplace of its kind in North America, with 226 million freight posts in 2020, and a database of $126 billion of annual global shipment market transaction data. We have co-headquarters in Portland, OR and Denver, CO, and additional offices in MO, TX, and Bangalore, India. For additional information, see www.DAT.com/company.

The Opportunity

DAT is seeking a Machine Learning Engineer II to join our growing Data Science team in Denver, Colorado.

This position will be based in our Denver, Colorado office with an expectation to work in the office 2-3x/week. 

Candidate profile

The Data Science team at DAT plays a central role building next-generation models, algorithms and tools to deliver insights to our customers, helping them streamline, strengthen, and grow their businesses. Our team’s products run the gamut of data science topics, from time series forecasting, economic modeling, classification, and recommenders.

As part of Data Science, you will help us move prototypes into production, grow our ML Operations tool set, integrate DS products with the rest of engineering, and engage in research discussions and planning.

While most of our data science team is in the Portland, Oregon area, this position is aiming to be filled at the newer DAT office in Denver, Colorado.

This position may be filled at a higher or lower level, depending on an ideal candidate’s unique experiences and qualifications.

What You’ll Do

  • Supporting the data science team move prototype models into production
  • Developing sound operations tools for training, release, and rollback of production models
  • Developing model monitoring systems to ensure long-term model health and efficacy
  • Ownership of production models, ensuring they are properly updated and monitored
  • Working with DAT engineering teams to ensure seamless integrations between DS and the rest of DAT’s engineering products.
  • Refactoring older data science codebases to bring them up-to-date with current tools and processes
  • Supporting data science research projects as peers, offering both scientific and technical input and feedback

The Skills and Experience You’ll Bring

  • BS or higher degree in Mathematics, Statistics, Physics, Economics, Computer Science or other STEM disciplines
  • Two years experience as a data scientist, ML engineer, or a similar role.
  • Professional experience building and supporting ML models and processes which are in production and impacting the business.
  • Professional experience writing python code. Other software engineering experience may be considered in lieu of python experience.
  • Experience using cloud computing and cloud storage resources for data science projects, such as AWS, GCP, Azure, or similar.
  • Experience using git.

Bonus Skills

None of the following are required to successfully apply, but candidates with these types of experience may be especially well-suited to this role:

  • Industry or academic experience in transportation logistics
  • Building or running cloud orchestration systems for data science projects. Such as AWS Sagemaker, Airflow, DataRobot MLOps, or similar.
  • Maintaining custom ML models in the cloud
  • Building cloud-based data transformation pipelines (ETL)
  • Using and/or maintaining CI/CD tools like Jenkins, Codefresh, or similar
  • Docker, Kubernetes, or other containerization technologies
  • SQL, especially with Snowflake

 

In accordance with the Colorado Equal Pay for Equal Work Act, the minimum salary for this role is $110,000.00 + benefits. The maximum compensation for this role can vary significantly depending on your job-related skills and experience.

 

DAT embraces the value of a diverse workforce, and believes it is a core strength of our company that we encourage those values in every DAT employee, at every level of our organization, regardless of tenure or rank. We provide equal employment opportunities (EEO) to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, disability, genetic information, marital status, amnesty, or status as a covered veteran in accordance with applicable federal, state, and local laws.

Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities

The contractor will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor’s legal duty to furnish information. 41 CFR 60-1.35(c)

#LI-RF1

#LI-Remote

See More
Apply Now
By clicking continue you agree to Built In’s Privacy Policy and Terms of Use.

Where we are

We're in a brand new LEED Gold building at the entrance to the DTC. Floor-to-ceiling glass, breathtaking views. Check it out at 50fiftydtc.com.

Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • JavaLanguages
    • JavascriptLanguages
    • KotlinLanguages
    • PythonLanguages
    • RLanguages
    • RubyLanguages
    • ScalaLanguages
    • SqlLanguages
    • TypeScriptLanguages
    • DjangoFrameworks
    • Node.jsFrameworks
    • SpringFrameworks
    • Angular.ioFrameworks
    • ConfluenceManagement
    • JIRAManagement
    • Microsoft ProjectManagement
    • TrelloManagement
    • SalesforceCRM
Previous
Next

What are DAT Perks + Benefits

DAT Benefits Overview

We empower every employee by engaging and trusting each other with real-world challenges. We provide avenues for professional development and career growth while offering the opportunity to work with smart people who care about the quality of their work. We offer competitive salary, leadership training, monthly commuter stipend, and comprehensive medical, dental, and vision coverage to full-time employees. We believe in a relaxed atmosphere and a healthy work-life balance, and adjusting to employee needs. We also like to enjoy our workplace with free food truck Thursdays, happy hours, and occasional social events!

Culture
Volunteer in local community
Partners with Nonprofits
Friends outside of work
Eat lunch together
Intracompany committees
Daily sync
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Highly diverse management team
Mean gender pay gap below 10%
Diversity Employee Resource Groups
Hiring Practices that Promote Diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Onsite Gym
Mental Health Benefits
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Employee Stock Purchase Plan
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
Remote Work Program
Family Medical Leave
Company sponsored family events
Vacation & Time Off Benefits
Generous PTO
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Commuter Benefits
Company Outings
Free Daily Meals
Game Room
Stocked Kitchen
Some Meals Provided
Happy Hours
Parking
Recreational Clubs
Relocation Assistance
Home Office Stipend for Remote Employees
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Continuing Education stipend
Time allotted for learning
Online course subscriptions available
Customized development tracks
Paid industry certifications

Additional Perks + Benefits

We've grown purposefully over almost half a century; that means we're long on company culture...and it shows. DAT is a place where you'll make a difference in a fascinating industry that impacts all of us, but the best part is that you'll make that difference alongside teammates who embrace mutual respect as a core value.

An Insider's view of DAT

What's something quirky about your company?

Think one giant melting pot of friends working towards common goals. Over the years they've really become more like family. You'll always find people doing something to bring a smile to someone's face - whether a personal hand written note, "Flannel Fridays", or team themes like Reefer Magnus from Transformers. You never know quite what to expect!

Lindsay

Business Analyst

How does the company support your career growth?

We have an open door policy, good communication up the chain, and managers who genuinely care about seeing their employees' careers flourish. We have Professional Development Plans and do regular 1 on 1's with managers to discuss anything. I comfortably talk with my manager about career plans and steps we can take to get me there.

Caleb

Principal Software Engineer

How do you empower your team to be more creative?

I empower my teams by creating a safe space where individuals at all levels can challenge and learn from each other. I believe that only when people are open and honest in their communication can the best solutions can be created

Brian

Engineering Manager

What projects are you most excited about?

It's exciting that we're moving into the Denver area because it shows our commitment to growth, innovation, and finding the right people to do the work that we see as the next steps to grow our brand. The Denver office is "next level." It will push the technology boundaries in comparison to our traditional DAT products.

Jeannie

Analytics Program Manager

More Jobs at DAT