Full-Time

Staff Data Scientist

Pricing, Algorithms Engineering

Posted on 9/15/2022

Flock Freight

Flock Freight

201-500 employees

Technology platform for terminal-free freight shipping

No salary listed

Senior, Expert

Remote + 1 more

More locations: Sorrento Valley, San Diego, CA, USA

Category
Data & Analytics
Required Skills
Python
Data Science
Data Structures & Algorithms
Pytorch
SQL
Pandas
Requirements
  • Masters or PhD in Computer Science, Statistics, Applied Mathematics, Economics, Physical, Life or Social Sciences, Engineering, or related, highly quantitative discipline
  • 5+ years working on data science projects, with models successfully transitioned into production
  • Experience researching, building and deploying economic modeling / pricing / auctions systems in a production setting
  • Experience with price elasticity and demand forecasting techniques to inform pricing strategies
  • Mastery of Python and common DS libraries (e.g. SciKitLearn, xgBoost, Pandas, TF/PyTorch)
  • Demonstrated ability to apply techniques (e.g. feature creation, model iteration) that provide substantial lift to models
  • Knowledge of data sampling and splitting techniques
  • Knowledge of machine learning algorithms
  • Mastery of SQL
  • Data obsessed, with the ability to critically assess quality, reliability, relevance and availability
  • Ability to communicate complex technical concepts to business stakeholders in an accessible way (e.g. through use of visualizations, and audience-appropriate presentations)
  • Strong command of statistics and probability
  • Experience with time-series modeling strongly preferred
Responsibilities
  • Own data science projects affecting foundational aspects of the business, including but not limited to cost estimation, customer acquisition and retention, dynamic pricing, and carrier engagement
  • Works incrementally to develop proof-of-concept models and then iteratively improve the model to bring it to production
  • Quantifiably estimate business impact of new data science projects
  • Utilize experimentation to quantify operational and business impact
  • Foster relationships with stakeholders to increase trust in developed systems
  • Identify, baseline and monitor relevant KPIs and performance metrics
  • Monitor and provide visibility into health of production pipelines

Flock Freight operates in the freight shipping industry with a focus on improving the shipping process through its patented platform called FlockDirect®. This platform eliminates the need for terminals, which are typically used as transfer points in shipping, leading to faster delivery times and reduced damage to goods. By combining multiple shipments into a shared truckload, Flock Freight enhances efficiency for shippers and increases profitability for carriers. This model is especially advantageous for businesses with weight constraints, as evidenced by clients like Waiākea Water, who have seen delivery costs cut by up to 50%. Flock Freight charges clients for its shipping services, leveraging the cost savings from its terminal-free approach to offer competitive pricing while ensuring profitability. The company's goal is to streamline freight shipping, making it more efficient and cost-effective for a wide range of businesses.

Company Size

201-500

Company Stage

Series D

Total Funding

$399M

Headquarters

Encinitas, California

Founded

2015

Simplify Jobs

Simplify's Take

What believers are saying

  • Flock Freight's integration with Oracle enhances service offerings for shippers.
  • Recognition as a CNBC Disruptor 50 boosts brand credibility and client attraction.
  • API integration for instant FlockDirect® spot rates improves customer experience.

What critics are saying

  • Departure of CRO Orlando Baeza may indicate internal instability.
  • Over-reliance on third-party platforms like Oracle could cause disruptions.
  • Rapid growth might strain operational capabilities, affecting service quality.

What makes Flock Freight unique

  • Flock Freight uses algorithmic pooling to eliminate inefficiency in freight shipping.
  • Their FlockDirect® platform offers terminal-free shipping, reducing damage and speeding delivery.
  • They provide cost savings up to 20% compared to traditional truckload shipping.

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Benefits

Unlimited PTO

Ownership: stock options

401k

Insurance: health, dental, vision

Commuter Benefits

Paid Parental leave

Office amenities: cold brew and kombucha on tap, intramural sports, surf club, and free lunch

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

-6%

2 year growth

-2%
ForexTV
Apr 9th, 2025
Flock Freight partners with Smart Freight Centre to measure and report Shared Truckload emissions in alignment with the GLEC Framework.

Flock Freight partners with Smart Freight Centre to measure and report Shared Truckload emissions in alignment with the GLEC Framework.

Stock Titan
Nov 15th, 2024
Digitalage Set to Disrupt $550 Billion News and Social Media Markets With Accelerated Platform Launch and Strategic Addition of Industry Leader Jeff Lerner to Advisory Board

Visionary Leader at Flock Freight: Grew the sales pipeline by over 600%, secured substantial venture capital, and earned the CNBC Disruptor 50 award.

Business Wire
Aug 5th, 2024
Flock Freight Wins Prestigious Sustainability Award from Business Intelligence Group

Flock Freight wins prestigious sustainability Award from Business Intelligence Group.

Trucking News
Jan 10th, 2024
Flock Freight(R) Wins 2024 BIG Innovation Award for its Shared Truckload Solution, FlockDirect(R)

Flock Freight(R) wins 2024 BIG Innovation award for its shared truckload solution, FlockDirect(R).

FreightWaves
Oct 18th, 2023
Flock Freight CRO Orlando Baeza departs after 8-month tenure

Baeza was hired as chief marketing officer for Flock Freight in April 2022.

INACTIVE