Data Scientist, DAT
$138.1-167k
More information about location
2+ days a week in office
Truckload freight marketplace
Be an early applicant
Truckload freight marketplace
501-1000 employees
Be an early applicant
$138.1-167k
More information about location
2+ days a week in office
501-1000 employees
Company mission
To deliver actionable information and solutions that help customers succeed.
Role
Who you are
- Must have experience with the following in order to complete the
- Above-mentioned tasks: Expert in machine learning and on top of state-of-the-art
- Algorithms; Strong understanding of statistics and statistical tests pertaining to
- Evaluation of machine learning models; Experience working with relational
- Databases like Snowflake, and data structures; Experience using cloud tools for data
- Science, i.e. , AWS S3, EC2, Sagemaker, GCP, Azure; Expert level Python coding
- Experience using Docker, ECR and JFrog for model registry and moving models into
- Production; Experience leading and completing independent research projects in an
- Industry environment; Experience writing Terraform code; Experience delivering
- Data science products in the freight and logistics industry; Experience being on call
- Incident responder for cloud-based production models; Experience with BI tools such
- As Tableau, Power BI or Snowsight; Experience scoping out end to end experiments
- And mentoring junior data scientists; Experience with version control systems such
- As Github; Experience coding with other researchers/engineers on shared
- Repositories, and reviewing code of others; Experience with model monitoring and
- Maintenance; Experience owning smaller data science products independently
- Including as a product owner, and co-owning important and high-impact products
- Ability to concisely present complex experimental results to internal stakeholders,
- And communicate relevant business outcomes from those results; Ability to adapt
- Novel methods from academic and industry white-papers to be used on our own
- Business problems; and Advanced SQL skills specifically with Snowflake including
- Experience with window functions and common table expressions (CTEs)
- Requires
- A Master’s degree or foreign equivalent in Computer Science, Data Science,
- Statistics, Computer Engineering or a related field, and at least three years of
- Experience as a Data Scientist, Machine Learning Engineer or a related occupation
- In the alternative, a Bachelor's degree or foreign equivalent and at least five years
- Of experience in the above-mentioned field and occupation is required
What the job involves
- Data Scientist III – Data Science & Analytics (DAT Solutions, LLC, Denver,
- CO): Helping the organization extract value from our data by undertaking research
- Projects, prototyping machine learning models, statistical models, and other proof-
- Of-concept projects (10%); Independently designing research experiments to help
- Build production level model (10%); Working closely with ML Engineers on the Data
- Science team to turn successful prototypes into new products (10%); Develop
- Python code libraries, programs, and application which support the analytical and
- Data processes within the team (10%); Writing unit and integration tests to test
- Their code (5%); Writing code that can be committed to shared repositories using
- Versioning tools like Git and Github; refactor script-style code to make some
- Components reusable in future research, or by other researchers (10%); Reviewing
- Code PRs for other researchers and engineers on the team
- Work with ML engineers
- To move researched models to production (5%); Owning smaller data science
- Products independently, and co-owning important and high-impact products (10%)
- Act as on call incident response for models in production (5%); Help adjacent teams
- Understand how to best utilize existing data (10%); Work in an Agile project
- Management environment - planning and writing tickets for the research work Assigned (15%)
Our take
DAT Freight & Analytics operates the largest truckload freight marketplace in North America, its platform deploys freight-matching and analytics solutions to companies all across the freight logistics industry. The company enables businesses to optimize their freight operations, while also delivering unparalleled data insights and pricing power over a hyper-dynamic marketplace.
The company derives its data from 500 million freight matches powered by its platform and its database of $137 billion in annual market transactions to provide transportation brokers, carriers, industry analysts, and new organizations with clear and actionable insights into market trends and data analytics.
Having been a market leader for over 40 years, the company has grown from being a single bulletin board at a gas station in Oregon to seeing its technology deployed to millions of end users. DAT has been consistently focused on R&D and is set to further its position in the market.
Steph
Company Specialist at Welcome to the Jungle
Insights
9% employee growth in 12 months
Company
Company benefits
- Medical, Dental, Vision, Life, and AD&D insurance
- Up to 20 days of paid time off starting in year one
- An additional 10 holidays of paid time off per calendar year
- 401k matching (immediately vested)
- Employee Stock Purchase Plan
- Short- and Long-term disability & sick leave
- Flexible Spending Accounts
- Health Savings Accounts
- Tuition Reimbursement Program
- Employee Assistance Program
- Free TriMet transit pass
- Hybrid Work Environment
Company HQ
Denver Tech Center, Greenwood Village, CO
Leadership
Satish Maripuri
(CEO & President, not founder)Group Executive of DAT's parent company, Roper Technologies. Former Executive VP & General Manager at Nuance Communications, and COO of Lionbridge.
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