Full-Time

Machine Learning Architect

Caylent

Caylent

501-1,000 employees

AWS-focused cloud-native consulting and DevOps

Compensation Overview

CA$152k - CA$171k/yr

+ Bonuses + Commissions + Equity

Remote in Canada

Remote

Up to 25% travel may be required.

Category
AI & Machine Learning (2)
,
Required Skills
Scikit-learn
Tensorflow
Pytorch
MLflow
CloudFormation
Terraform
Requirements
  • Experience with Infrastructure as Code tools (CloudFormation, Cloud Development Kit, Terraform).
  • Expert level experience in Amazon SageMaker and machine learning libraries (TensorFlow, MXNet, PyTorch, Scikit-learn).
  • Strong understanding of machine learning concepts: feature engineering, hyperparameter tuning, optimization strategies.
  • Familiarity with MLOps tools (MLflow, Neptune, Comet).
  • Customer Experience: Confidently addresses client questions and identifies gaps in requirements with proposed next steps.
  • Focus on delivering clear, actionable solutions that meet client goals.
  • Collaboration: Facilitates alignment across stakeholders or technical priorities and deliverables.
  • Navigates differing perspectives with professionalism to ensure shared understanding and progress.
  • Communication: Breaks down complex technical concepts for non-technical audiences in a clear, concise manner.
  • Adapts communication style based on audience and context to improve clarity and decision-making.
Responsibilities
  • Be a mission control specialist, guiding Cayliens and Customers alike through Agile ceremonies like stand-ups, retrospectives, and more.
  • Translate customer requirements into a workable backlog of tickets for engineers.
  • Delegate tickets to a team of engineers in order to complete customer projects.
  • Lead requirements gathering, backlog grooming, and architecture discussions.
  • Apply your understanding of DevOps pipelines, including build automation, branching strategies, CI/CD, Infrastructure as Code, security, monitoring, logging, and alerting.
  • Troubleshoot and resolve issues in customer development, testing, and production environments.
  • Automate software testing at multiple levels (component, configuration item, subsystem, system) and monitor results.
  • Write production quality code, including unit and integration tests.
  • Work with a team to deliver top-quality cloud native applications on AWS for customers.
  • Clearly communicate and document your designs, processes, and procedures.
  • Demonstrate a passion to Stay Curious as you mentor peers, tackle new technologies, and learn from our world-class team of engineers.
  • Coach and mentor less experienced teammates, coach and be mentored by world-class engineers.

Caylent is a cloud-native services company that helps organizations maximize the value of AWS-driven solutions. It guides and executes on cloud journeys, offering migration, DevOps, DevSecOps, and ongoing optimization to build, scale, and improve cloud systems. The company uses a co-delivery model, working closely with clients to deliver tailored cloud solutions and transfer knowledge so clients can manage their environments themselves. Caylent differentiates itself with deep AWS alignment (as an AWS all-in partner), a strong library of methodologies and code repositories, and a history rooted in container and microservices work (originating as the first Docker Swarm container-as-a-service platform). Its goal is to shorten time-to-value for customers by applying AWS best practices and proven processes to create scalable, secure, and well-optimized cloud environments.

Company Size

501-1,000

Company Stage

Growth Equity (Venture Capital)

Total Funding

$16.2M

Headquarters

Irvine, California

Founded

2015

Simplify Jobs

Simplify's Take

What believers are saying

  • Trek10 acquisition adds CloudOps for recurring managed services revenue.
  • Pronetx buy brings Amazon Connect expertise handling 350,000 daily calls.
  • Avalon Quantum AI partnership accelerates agentic AI video platform in April 2026.

What critics are saying

  • Trek10 integration duplicates expertise, eroding cloud-native brand in 6-12 months.
  • AWS direct Claude access bypasses ACE practice, slashing demand in 3-6 months.
  • Pronetx diverts resources from GenAI to commoditized contact centers in 12-18 months.

What makes Caylent unique

  • Caylent Accelerate automates database migrations and compliance validation using AI.
  • Anthropic ACE practice deploys Claude Enterprise surpassing 98% of Bedrock workloads.
  • Launched 16 industry-specific GenAI solutions for healthcare and financial services in July 2025.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Remote Work Options

Health Insurance

Company Equity

Long-Term Disability

401(k) Company Match

Unlimited Paid Time Off

Paid Sick Leave

Paid Holidays

Parental Leave

Professional Development Budget

Performance Bonus

Home Office Stipend

Flexible Work Hours

Equipment & Office Stipend

Conference Attendance Budget

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

-1%

2 year growth

0%
PR Newswire
Apr 7th, 2026
Caylent acquires Pronetx to expand AWS-native customer experience and AI agent services

Caylent, an AWS Premier Tier Services Partner, has acquired Pronetx, a customer experience transformation firm specialising in Amazon Connect and AWS native omnichannel solutions. The acquisition extends Caylent's AI-first services into customer experience, enabling organisations to design, migrate, operate and evolve customer engagement systems on AWS. Pronetx has supported major Amazon Connect deployments since 2017, including a federal agency migration of 5,000 agents handling over 350,000 daily calls, completed in under 60 days with zero downtime. The company serves Fortune 25 enterprises, federal agencies and public sector organisations. The combination integrates Pronetx's capabilities with Caylent Accelerate, an AI-native delivery engine that compresses traditional multi-month migrations into weeks. The acquisition brings Caylent's total raised capital to $295 million across customer engagement and AWS operations.

Yahoo Finance
Apr 1st, 2026
Avalon Quantum AI partners with AWS Premier Tier firm Caylent to build autonomous agentic AI video platform

Avalon Quantum AI has partnered with Caylent, an Amazon Web Services Premier Tier Consulting Partner, to develop its Catch-Up platform into a fully autonomous agentic AI video system. The collaboration will transition the software-as-a-service platform from a manually configured AI video production system to an automated solution. The enhanced platform aims to enable social media influencers, podcasters and digital content creators to generate personalised video content across multiple platforms with minimal technical expertise. Catch-Up is designed to automate creation and distribution of short-form video and digital media content at scale. Meng Li, Avalon's interim chief executive officer, said the partnership supports phase two of the Catch-Up platform development and strengthens the company's roadmap for scalable growth and monetisation.

PR Newswire
Dec 2nd, 2025
Caylent Awarded Four 2025 AWS Partner of the Year Awards

Caylent awarded four 2025 AWS Partner of the Year awards. News provided by. Dec 01, 2025, 22:01 ET Caylent recognized as winner of Global Consulting Partner of the Year for Security, Migration, and GenAI, as well as Canadian Consulting Partner of the Year, one of many AWS Partners around the globe that help their customers drive innovation LAS VEGAS, Dec. 1, 2025 /PRNewswire/ - Caylent, an AWS Premier Tier Services Partner, is honored to announce it is a recipient of four 2025 Geography and Global AWS Partner Awards, recognizing leaders around the globe that are playing key roles in helping their customers drive innovation and build solutions on Amazon Web Services (AWS). Recognized for its innovative Agentic AI solutions and dedication to customer success, Caylent was named a winner in four prestigious categories and a finalist in six additional categories, affirming its leadership in helping organizations worldwide accelerate innovation on AWS. "Every one of these awards is really recognition of what our customers are achieving on AWS," said Valerie Henderson, President and Chief Revenue Officer at Caylent. "Whether it is securing critical workloads, modernizing at scale, or bringing GenAI into production, our focus is on measurable outcomes that help our customers move faster, operate more securely, and unlock new sources of value. We are grateful to our customers and AWS for the trust they place in us, and we are committed to earning that trust every day." Earning four category wins and six finalist distinctions, Caylent's leadership in accelerating customer innovation on AWS is clear. Award highlights include: * Global GenAI Consulting Partner of the Year - Caylent earned recognition as the Global GenAI Consulting Partner of the Year. This award reflects the company's advanced capabilities in helping businesses adopt and strategize around GenAI. Caylent has demonstrated expertise across the full GenAI lifecycle - including building and testing applications, training and customizing foundation models, operationalizing and maintaining GenAI systems, securing AI workloads, and defining responsible AI principles and frameworks. * Global Migration Consulting Partner of the Year - For the second consecutive year, Caylent was awarded Global Migration Consulting Partner of the Year for its expertise in guiding customers through migrations to the AWS cloud. The judging criteria centered on the number, value, and on-time delivery of customer migrations. This award underscores Caylent's deep technical knowledge and consistent ability to help organizations modernize and move workloads efficiently and effectively. * Global Security Consulting Partner of the Year - Caylent was recognized as the Global Security Consulting Partner of the Year for its proven ability to secure every stage of cloud adoption. This award highlights the company's success in helping customers protect their AWS environments - from the initial migration phase through ongoing daily operations. Caylent's approach demonstrates a strong commitment to delivering secure, resilient cloud architectures at scale. * Canadian Consulting Partner of the Year - As Canadian Consulting Partner of the Year recipient, Caylent was recognized for its business models that have embraced specialization, innovation, and cooperation over the past year. The Canadian AWS Partner Awards recognize partners whose business models continue to evolve and thrive on AWS as they work with customers. Caylent also was named a finalist in six award categories including: Data and Analytics Consulting Partner of the Year (Global), GenAI Industry Solution Partner of the Year (Global), Industry Partner of the Year - Advertising & Marketing Tech (AMT) - Consulting (Global), Industry Partner of the Year - Telco, Media, Entertainment, Gaming & Sports (NAMER), Education Consulting Partner of the Year (NAMER) and Public Sector Migration & Modernization Consulting Partner of the Year (Global). Announced during the Partner Awards Gala at AWS re:Invent 2025, the Geographic and Global AWS Partner Awards recognize a wide range of AWS Partners that have embraced specialization, innovation, and cooperation over the past year. Geo and Global AWS Partner Awards recognize partners whose business models continue to evolve and thrive on AWS as they support their customers. This year, the company marked a major milestone launching its Caylent Accelerate(TM) portfolio, which includes offerings for: Database Modernization, Cloud Migration, and Application Modernization. The portfolio, built on Amazon Bedrock, reflects Caylent's commitment to building AI-powered, output-driven methodologies that reduce risk, speed delivery, and ensure long-term value realization. Each Accelerate(TM) solution is designed to address critical modernization challenges while lowering the barrier to entry for enterprises looking to evolve with AWS. "At Bitcentral, our focus has always been helping media organizations get more value from the content they create every day. Unlocking the potential of decades of archived footage is one important piece of that, and the work with Caylent and AWS has shown just how far we can take it," said Sam Peterson, COO at Bitcentral. "By applying semantic search and advanced video understanding through Amazon Nova, we're giving journalists faster access to the moments that matter and opening up new opportunities across their entire content library. It's a meaningful step forward in how newsrooms discover stories and serve their audiences." The Geography and Global AWS Partner Awards included a self-nomination process across several award categories, awarded at both the geographic and global level. All AWS Partners were invited to participate and submit a nomination. Award submissions were reviewed by a third-party, Canalys, and selected with special emphasis placed on customer success use cases. In addition, there were several data-driven award categories, which were evaluated by a unique set of metrics that helped measure AWS Partners' performance over the past year. Canalys audited the datasets used to ensure that all measurements and calculations were objective and accurate. Finalists represented the top three ranked AWS Partners across each category. The AWS Partner Network (APN) is a global program focused on helping partners innovate, accelerate their journey to the cloud, and take full advantage of the breadth and depth of AWS. And if you're attending AWS re:Invent December 1-5, come see Caylent at booth #725 or schedule a meeting at the show. About Caylent As an AWS Premier Tier Services Partner, Caylent is shaping the future where AI transforms industries responsibly and with excellence. We help companies build the solutions they need to succeed in today's market while enabling organizational evolution to thrive in a rapidly changing technology landscape. Our AI-enabled delivery methodology combined with our deep AWS experience turns our customers' ideas into impact, faster. Caylent's achievements include being named AWS Migration Consulting Partner of the Year, GenAI Industry Solution Partner of the Year, and Industry Partner of the Year - Financial Services in 2024, Application Modernization Partner of the Year in 2023, AWS Innovation Partner of the Year in 2022, and AWS Rising Star Partner of the Year in 2021. Caylent's services include migrations, modernization, custom software development and generative AI. Learn more at https://caylent.com/. SOURCE Caylent

ChannelE2E
Oct 24th, 2025
Channel Brief: A Shifts From Selling Tools to Building Platforms

Channel brief: A shifts from selling tools to building platforms. The channel is moving toward platform-driven services. Vendors aren't just selling tools anymore - they are giving partners ways to manage data, AI, and infrastructure as ongoing services. That means more recurring revenue, deeper customer ties, and a bigger role for governance and automation in how MSPs and cloud providers operate. Aeris expanded its global partner program so MSPs, carriers, and resellers can build managed IoT and fixed wireless offerings instead of just selling connectivity. Caylent bought Trek10 to grow into a full-service AWS provider covering everything from migration to AI operations. Rubrik launched Agent Cloud to help companies monitor and control AI agents safely, a clear sign that governance is becoming part of everyday IT. And Park Place Technologies introduced its first EMEA channel program for Entuity Software, giving partners new ways to deliver monitoring and performance management across hybrid and multicloud environments. This week's tech, channel, and MSP news. Aeris expands global partner ecosystem for IoT and Fixed Wireless Access: Aeris has launched an expanded global partner ecosystem to meet growing enterprise demand for secure, scalable IoT and Fixed Wireless Access (FWA) solutions. Announced at Canalys Forum Americas 2025, the program connects technology advisors, distributors, MSPs, OEMs, and carriers under one unified framework built on the Aeris IoT Accelerator and IoT Watchtower platforms. The initiative enables partners to move beyond connectivity resale into managed IoT and security services, delivering higher margins and global reach across 190+ countries. Caylent acquires Trek10 to expand AWS managed services portfolio: Caylent has acquired Trek10, another AWS Premier Tier Services Partner, to create one of the most comprehensive AWS-focused service providers in the industry. The deal, backed by Gryphon Investors, adds Trek10's CloudOps platform and managed services expertise to Caylent's AI-driven delivery model, giving customers end-to-end support across their AWS journey - from strategy and migration to modernization, AI innovation, and operations. The combined company unites deep capabilities in DevOps, data and analytics, and generative AI, while extending Caylent's reach into managed services with 24/7 monitoring, rapid response, and continuous optimization. Rubrik launches Agent Cloud for secure enterprise AI agent management: Rubrik has introduced Agent Cloud, a new service designed to help enterprises adopt and control AI agents safely. Built on the Rubrik Security Cloud platform, Agent Cloud combines data, identity, and application context to give IT and security teams visibility into agent behavior, performance, and risks. The service includes three core features: Agent Monitor, Agent Govern, and Agent Remediate. With Agent Cloud, Rubrik aims to help enterprises manage the full AI agent lifecycle - from discovery to control and remediation - reducing risk while accelerating safe AI adoption. Park Place Technologies launches Entuity Software channel program in EMEA: Park Place Technologies has rolled out its first-ever channel program in Europe for Entuity Software, its IT infrastructure monitoring and management platform. The initiative invites VARs, MSPs, GSIs, CSPs, and resellers to deliver enterprise-grade monitoring for hybrid and multicloud environments while expanding their own service revenue. Recognized by G2 as a leader for 17 consecutive quarters, Entuity is available as both an on-premises and cloud-based solution. Partners gain access to training, rebates, marketing support, and a dedicated portal to accelerate joint growth. Park Place says the move aims to extend Entuity's global reach and help enterprises simplify network management, improve performance, and drive operational efficiency across complex IT ecosystems. In-Person MSP and channel partner events. InfoSec World, October 27-29, 2025, Lake Buena Vista, Florida IT Nation Connect, November 5-7, Rosen Shingle Creek, Orlando, Florida MSSP Alert Live, December 8-10, MGM National Harbor, Maryland Have news to share or just want to connect? Reach us anytime at [email protected] or [email protected].

Luverne Journal
Oct 21st, 2025
Caylent Acquires Trek10 for AWS Expansion

Caylent, an AWS Premier Tier Services Partner, has acquired Trek10, another AWS Premier Tier Services Partner, to enhance its managed services and deliver comprehensive AWS solutions. This acquisition, supported by Gryphon Investors, combines Caylent's delivery model with Trek10's CloudOps platform, offering end-to-end AWS services. The merger aims to accelerate customer AWS journeys with AI-powered solutions and explore growth in EMEA regions.