Full-Time

Machine Learning Engineer

Confirmed live in the last 24 hours

BuildOps

BuildOps

201-500 employees

Cloud-based field service management software

Data & Analytics
Enterprise Software

Senior, Expert

Santa Monica, CA, USA

This is a hybrid role with 3 days a week in the office.

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Scikit-learn
Python
JavaScript
React.js
Tensorflow
Node.js
Pytorch
Machine Learning
TypeScript
AWS
NumPy

You match the following BuildOps's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • 2+ years of experience in developing AI solutions preferably with LLMs
  • 5+ years of experience in Full Stack software development
  • 5+ years of experience in Python
  • 3+ years of experience in Javascript/Typescript, Node.js
  • Familiar with MLOps/deployment best practices (Sagemaker experience is a plus)
  • Familiarity with vector databases and text embeddings
  • Proven ability to manage/deploy machine learning models
  • Experience with AI/ML frameworks such as TensorFlow, PyTorch, numpy or scikit-learn
  • Strong communication and technical writing skills.
  • Familiarity with unit testing, debugging, profiling and performance monitoring in AWS environment.
Responsibilities
  • Build and deploy machine learning models using Python (e.g., PyTorch) on platforms like AWS SageMaker
  • Develop backend and client-side code to integrate with cloud-based LLM APIs (e.g., Bedrock, ChatGPT APIs).
  • Manage monitoring (Wandb.ai, MLFlow, etc), deployment, and assist with hyperparameter tuning
  • Implement your own ML endpoints in our various React/NodeJS applications
  • Collaborate with data scientists and cross-functional teams to deliver impactful and practical AI solutions
  • Work in tandem with the quality engineering team to ship high-availability software
  • Build and maintain automated unit tests: unit, integration and UI
  • Participate in PR reviews and ensure proper implementation of ML tooling across our stack
  • Communicate effectively with engineers, product managers, customers, partners, and other leaders.
  • Stay up-to-date on the latest AI technologies and trends to help other areas of the company find leverage in new advancements.
Desired Qualifications
  • Prior experience with Node.js, building features using REST and/or GraphQL APIs using Apollo preferred
  • Prior knowledge or ability to quickly learn developing in a MLOps environment (MLflow or similar) preferred
  • Ability to work a hybrid schedule - Monday/Friday WFH, Tuesday - Thursday, in office.

BuildOps provides cloud-based field service management software specifically designed for commercial contractors. The platform offers a comprehensive suite of tools that includes customer relationship management (CRM), reporting, mobile surveying, estimating, and proposal creation. These features work together to help contractors streamline their operations, improve efficiency, and increase revenue by simplifying the management of their projects and client interactions. Unlike many competitors, BuildOps focuses solely on the needs of commercial contractors, ensuring that its solutions are tailored to this specific market. The company's goal is to enhance the operational capabilities of its clients, enabling them to quote more effectively and grow their businesses.

Company Size

201-500

Company Stage

Seed

Total Funding

$96.1M

Headquarters

Santa Monica, California

Founded

2018

Simplify Jobs

Simplify's Take

What believers are saying

  • Strategic partnerships enhance BuildOps' capabilities and market reach.
  • Recent executive appointments bring experienced leadership to drive innovation.
  • AI-driven updates improve user experience and operational efficiency.

What critics are saying

  • Over-reliance on HVAC partnerships may limit market diversification.
  • Rapid expansion could lead to technical challenges and customer dissatisfaction.
  • Multiple new executive appointments may cause strategic misalignment.

What makes BuildOps unique

  • BuildOps offers an all-in-one software solution for commercial contractors.
  • The platform integrates AI-driven tools for enhanced operational efficiency.
  • BuildOps is designed by subcontractors and engineers, ensuring industry-specific functionality.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Unlimited Paid Time Off

Flexible Work Hours

Hybrid Work Options

Stock Options

Comprehensive Benefits

Growth & Insights and Company News

Headcount

6 month growth

-5%

1 year growth

-5%

2 year growth

-8%
PR Newswire
Nov 14th, 2024
Buildops Elevates Industry Veteran John Laino To Chief Operating Officer

Strategic Promotion Poises BuildOps for Accelerated Innovation and Industry LeadershipLOS ANGELES, Nov. 14, 2024 /PRNewswire/ -- In a strategic move set to redefine industry standards, BuildOps, the leading provider of all-in-one sales, service, and project management software for commercial contractors, proudly announces the promotion of John Laino to the position of Chief Operating Officer (COO). With over 25 years of technology and relationship management expertise, John's elevation underscores BuildOps' commitment to operational excellence and delivering unmatched value to its customers.A Proven Leader Driving Transformation

PM Global
Sep 17th, 2024
BuildOps welcomes Duncan Grazier as Chief Technology Officer

BuildOps, a leading all-in-one software platform for commercial contractors, is thrilled to announce the appointment of Duncan Grazier as Chief Technology Officer.

PR Newswire
Aug 27th, 2024
Buildops And Bluon Launch Groundbreaking Hvac Integration For Commercial Contractors

LOS ANGELES, Aug. 27, 2024 /PRNewswire/ -- BuildOps, the premier provider of all-in-one sales, service, and project management software for commercial contractors, is proud to announce a groundbreaking partnership with Bluon, the trusted hub for equipment information and technical support for the HVAC industry.This first-of-its-kind partnership brings Bluon's deep HVAC expertise directly into BuildOps' powerful platform, redefining how contractors operate and deliver services."Integrating Bluon's data into our team's workflow through BuildOps is going to be a game changer." Post this The integration of Bluon’s AI-driven tools with BuildOps’ software means HVAC technicians can now effortlessly access manuals, parts lists, and real-time support.Enhancing HVAC Operations with Seamless IntegrationBluon is renowned for its extensive database and innovative support tools that empower HVAC technicians to access critical technical information effortlessly. Now, with this integration, BuildOps customers can harness Bluon's vast resources without ever leaving the BuildOps platform. This collaboration is set to enhance service delivery, reduce response times, and expand contractors' capabilities across the board."Bluon has revolutionized how we support our techs, providing instant access to manuals and expert guidance that streamline our operations," said Nathan Wenger, Service Manager at Landis Mechanical Group. "Integrating Bluon's data into our team's workflow through BuildOps is going to be a game changer."Driving Efficiency and Service ExcellenceThe integration of Bluon's AI-driven tools with BuildOps' software means HVAC technicians can now effortlessly access manuals, parts lists, and real-time support. This partnership empowers technicians to deliver more efficient and effective service, minimizing downtime and maximizing productivity on every job."We're proud to be the first dedicated commercial platform that integrates with Bluon, delivering indisputable value to commercial field technicians across North America," said Alok Chanani, Chief Executive Officer for BuildOps

PR Newswire
Jul 23rd, 2024
Buildops And Nexcore Join Forces To Propel Hvac Industry Growth And Innovation

LOS ANGELES, July 23, 2024 /PRNewswire/ -- BuildOps, the premier provider of all-in-one sales, service, and project management software for commercial contractors, is thrilled to announce a strategic partnership with NexCore, a leading platform for building services and facility management.This collaboration aims to leverage BuildOps' state-of-the-art technology to fuel NexCore's ambitious growth plans and steadfast commitment to operational excellence.BuildOps is thrilled to announce a strategic partnership with NexCore, a leading platform for building services and facility management.Driving NexCore's Growth TrajectoryNexCore, celebrated for its strategic acquisitions and robust growth within the commercial HVAC sector, continues to set new standards of excellence in the industry. With its recent expansions and impressive track record, NexCore is primed for sustained success. This partnership empowers NexCore to streamline operations, enhance efficiency, and scale rapidly to meet the rising demands of the market."We are ecstatic to partner with such a distinguished company as NexCore," said Michael Carey, VP of Strategy at BuildOps. "Their relentless pursuit of growth and operational excellence perfectly aligns with our mission to deliver the best technology solutions to commercial contractors. Together, we will build upon NexCore's remarkable achievements and drive even greater success in the future."NexCore's Vision for the FutureNexCore's vision is to create a national leader in the Commercial HVAC Services industry with geographic density and a focus on core repair, maintenance and retrofit/replacement services, supported by a strong reputation for excellence in client service, delivery, and an industry-leading culture. NexCore invests in technology and other corporate infrastructure to ensure high-quality client service and delivery, improved employee retention, and enhanced productivity across its operating platform."Partnering with BuildOps marks a significant milestone for NexCore," said Steve Knowles, CEO of NexCore

MCAA
May 28th, 2024
MCAA & BuildOps Announce Partnership to Elevate Safety in Mechanical Contracting

MCAA has joined forces with BuildOps, an MCAA member and a provider of all-in-one field service and construction management software tailored for the modern mechanical contractor.