Senior Software Engineer, ML Infrastructure
San Diego, CA | Remote
Applications have closed
Flock Freight
Better than a freight broker, we help shippers pay less and carriers earn more. Visit our site for all your shared truckload, less than truckload (LTL), partial & consolidate, and truckload needs.What drives you? Maybe you want to make the world a better place. Maybe you want to advance your career and work with the brightest minds in freight technology. Maybe you want to tackle new, exciting challenges while disrupting an industry. If this sounds like you, you’ve come to the right place.
While we're talking about your role in disruption, let's talk about disrupting job search norms. For example, one study found that men applied to jobs for which they met 60% of the criteria, whereas women applied only when they met ALL of the criteria. Here at Flock Freight, we're interested in your inherent abilities, not just the skills you bring from your last role - if you think you have what it takes to succeed in the role but don't check every box, please still get in touch. We'd love to start a conversation with you.
Flock Freight is proud to sponsor H1-B transfers and sponsorship for OPT candidates for certain positions. Please ask your recruiter if your role qualifies!
If you require reasonable accommodation in completing an application, interviewing, completing any pre-employment testing, or otherwise participating in the employee selection process, please direct your inquiries to talentops@flockfreight.com.
Interviewing is a two-way street, so let’s get to know each other. Here’s a little about us:
- We’re a unicorn. Following our recent Series D funding round, our valuation has surpassed $1 billion
- We’re growing fast — like, speed-of-light fast. In the past year, we’ve tripled our workforce and added thousands of square feet in Encinitas and Chicago
- We’ve got support. Our investors include SoftBank, Susquehanna, Eden Capital, Volvo Group Venture Capital, SignalFire, GLP Capital Partners, and GV (formerly Google Ventures)
- Efficiency is in our DNA. Our mission is to reinvent North America’s $2 trillion freight industry by relentlessly eliminating waste and inefficiency
- Algorithms drive our sustainable shared truckload solution. Behind our carbon neutral shared truckload service is world-class tech (and a lot of sweat)
- We’re taking names. Find us on the CNBC Disruptor 50, SDCE 100, SDBJ Diversity & Social Responsibility, and Fast Company World Changing Ideas lists
- We walk the walk. We make a positive impact in everything we do; our B Corporation certification is proof. We were the first B Corp in our industry
- We offer a hybrid work environment, and we are intentional about doing it right. Knowing you have a life outside of work, we won’t ask you to do your job from the office five days a week
About the Role:
Flock Freight’s Infrastructure team spans the following focus areas: Data, Platform, Developer Experience, Site Reliability and Machine Learning infrastructure. You will join a world-class team partnering with Data Science, ML and Product Engineers to build reliable, performant and flexible infrastructure that can rapidly evolve with the needs of the Machine Learning development cycle.
What you’ll be working on:
- Maintain and optimize our Core ML architecture (including Kubeflow & KServe)
- Build production ready systems for processing data, running experiments, managing model artifacts / versions, etc
- Building out feature store and feature management tooling
Responsibilities:
- Continuously improve reliability, scalability, security, and cost-effectiveness of ML infrastructure system
- Maintain parity between data handling in production and development environments with minimal code duplication
- Collaborate and communicate effectively with data scientists and engineers to gather and refine requirements
- Evaluate and reason about tradeoffs between competing / complementary 3rd party ML services and frameworks
- Familiar with common ML Ops performance and monitoring metrics
- Design scale-appropriate systems and avoid premature overengineering / performance optimization
- Comfortable working incrementally in one week sprints
Qualifications:
- 1+ years of hands-on production experience with end-to-end ML workflows in a cloud environment (e.g. on top of Kubeflow, SageMaker, Google Cloud Vertex, or a custom solution)
- Mastery of Python and common DS libraries and frameworks (e.g. Scikit-learn, xgBoost, Tensorflow)
- Experience working with Feature Stores
- Ability to champion engineering projects independently (i.e. without others with a shared skillset) and estimate LOE realistically
- Experience with "Big Data" technologies (Spark, Kafka, Hadoop, etc.)
Flock Freight is a proud sponsor of H1-B visas.
What’s in it for you?
- Unlimited paid time off: Take the time you need to recharge, stay healthy, and do your best work
- Ownership: As a thank-you for your dedication, we’ll give you the chance to build equity at Flock Freight with stock options
- Retirement plan: Plan for your future with a 401(k) account, which includes sustainable investing options
- Insurance: Health, dental, vision, and life insurance with HMO, PPO, and premium PPO options — plus an elective flexible spending account
- HealthiestYou: Connect with a doctor virtually — 24 hours a day, 365 days a year
- Commuter benefits: Save on commuting costs with our commuter benefit fund and reimbursements for low-emission transportation purchases.
- Paid parental leave: Take up to eight weeks of paid parental or paid pregnancy disability leave — we’ll coordinate any extra state or insurance benefits for you!
- Fun stuff: Cold brew and kombucha on tap, intramural sports, surf club, free lunches — need we say more?
We’re changing how freight moves for the better, and are having fun doing it. You with us? Visit flockfreight.com/careers to join the Flock.
Committed to creating an environment that’s fair and inclusive, Flock Freight fills open positions based on qualifications, merit, and business need. We value the skills of people from various backgrounds and are proud to hire, promote, and retain talent from a diverse candidate pool. Diverse perspectives are central to innovation at Flock Freight and make our team better.
Flock Freight has zero tolerance for behavior that negatively impacts marginalized groups, including women, people of color, veterans, immigrants, people with disabilities, and members of the LGBTQIA+ community. We invite people of all identities to join the Flock!
To ensure safety for all of our employees, Flock Freight's offices are fully vaccinated worksites. If you are local to either our San Diego or Chicago office, please know that we will require proof of vaccination to work at these sites. This vaccination policy applies to all Flock Freight offices and sponsored work events.
Tags: Architecture Big Data Engineering GCP Google Cloud Hadoop Kafka Kubeflow Machine Learning ML infrastructure Python SageMaker Scikit-learn Security Spark TensorFlow Testing XGBoost
Perks/benefits: Career development Equity Flex hours Flexible spending account Flex vacation Health care Insurance Parental leave Startup environment Team events Unlimited paid time off
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