Platform Engineer, Machine Learning
RAVL
RAVL is a boutique technology advisory and engineering firm focused on the financial services industry. Everything we do is centered on helping our clients realize measurable ROI from their technology investments.
We’re hiring Senior ML Platform Engineers (Contract) to contribute to building and scaling machine learning platforms across a range of client engagements. This work includes developing ML pipelines, extending platform capabilities, and supporting MLOps workflows in cloud environments.
These roles support both active delivery and upcoming opportunities, offering the chance to work on modern, production‑grade ML systems.
What does success look like in this role?
- Build and extend ML platform components on Databricks
- Develop ML pipelines for training, deployment, and monitoring
- Implement reusable workflows aligned with platform architecture
- Integrate with enterprise tooling and services
- Support performance, reliability, and observability
Great, do my skills fit?
- Strong Databricks and Spark experience
- Experience building ML pipelines and workflows
- Proficiency in Python
- Cloud experience (Azure preferred)
- Familiarity with CI/CD and automation
Nice To Have Skills
- MLflow or similar tools
- Enterprise integration experience
Mindset Traits
- Strong builder and problem solver
- Detail‑oriented and delivery‑focused
- Collaborative
Why join RAVL?
- Flexible, client‑aligned work model — autonomy with accountability, adapting to client delivery needs
- Variable bonus & RRSP contributions tied to performance and delivery impact
- 4 weeks paid time off (plus public holidays)
- Paid professional development days and continuous learning opportunities
- Comprehensive health & dental coverage, including mental health support
- Commitment to lifelong learning — continuous improvement through training, mentorship, and certification
Compensation & Hiring Process
We are recruiting for a current opportunity. Final offers are based on experience, skills, and qualifications. As part of our hiring process we may use technology, including AI‑based tools, to help summarize and assess applications; these tools assist our team and do not replace human review or decision‑making.
Equal Opportunity & Accessibility
RAVL is an equal opportunity employer committed to building a diverse, inclusive, and accessible workplace. We welcome applications from all qualified individuals and provide accommodations throughout the hiring process upon request.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
#J-18808-LjbffrVacancy posted 1 hour ago
Similar jobs that could be interesting for youBased on the Platform Engineer, Machine Learning in Toronto, ON vacancy
- ...Stripe is a financial infrastructure platform for businesses. Millions of companies-from... ...Stripe one of the best places to do machine learning. While being an integral part of almost... ...platforms and services that enable ML engineers and data scientists across Stripe to take...SuggestedLong term contractFlexible hours
$210k - $224k per year
...into production, whether your title says ML engineer or data scientist, this is for you.... ...production Build and tune models for learning-to-rank, query understanding, and LLM-driven... ...data and features Work hands-on with platform, search, and cloud DevOps engineers to get...SuggestedLong term contractFull timeTemporary workFor contractorsRemote workWork from home- ...highly unstructured world of real estate. Building platforms that accelerate how fast our models learn. How fast we learn dictates how fast this company can... ...systems (e.g. Kafka), gRPC, Redis, or workflow engines Interest in real estate or other messy, high-stakes...SuggestedRelocationShift work
$140k - $192.5k per year
...optimizations per second, the AI-powered StackAdapt Marketing Platform seamlessly connects brand and performance marketing to drive... ...and marketing channels. We're looking to add a Machine Learning Engineer to our Data Science team! This team works on solving complex...SuggestedLocal areaRemote workWork from homeHome office$196k - $265k per year
...collaborative individuals who seek to have a lasting impact. Learn more at Senior Machine Learning Engineer At EvenUp, we leverage cutting-edge AI to bring... ...powering Piai™, our proprietary claims-intelligence platform. You'll work across the ML stack—from data pipelines...SuggestedLong term contractFull timeTemporary workWork at officeLocal areaHome officeFlexible hours$170k - $250k per year
...We develop and deploy industry-leading machine learning systems that impact the lives of over 27... ...edge of machine learning in research, engineering, and impactful applications. We are looking... ...that integrate with existing data platform and infrastructure, focusing on automation...Temporary workWork from home- ...Innovation team in Toronto, ON that is building next-generation machine learning platforms and intelligent automation solutions for a global financial... ...opportunity is ideal for an experienced Machine Learning Engineer looking to work with Python, large language models (LLMs),...Full time
$215k per year
...The Impact You’ll Make As a Machine Learning Engineer, you will be building a platform that accelerates drug discovery with machine learning for a wide variety of use cases with respect to data modality, model architecture, and model size. By leveraging your experience in...Work at office- ...for this role. : The goal of the ML Engine team is to enable training and deploying... .... We are looking for experienced Senior Machine Learning Engineers (engineering lead) who have... ...as well as access to an online learning platform and a variety of mentoring programs to help...Full timeWork from home
$150k - $400k per year
...collaborative team of researchers and engineers who thrive on pushing the boundaries of... ...skilled, detail-oriented, and passionate Machine Learning Engineer to join our enterprise team.... ..., building sophisticated workflows and platforms, and pioneering innovative agentic approaches...Full time$400k per year
...Job Description: Position: Machine Learning Engineer Location: Remote / Hybrid Employment Type: Full-time Responsibilities Design, train... ..., PyTorch, Scikit-learn). Experience with cloud platforms (AWS, GCP, Azure) and containerization (Docker/K8s). Knowledge...Full timeRemote workRelocation- ...It all started when engineer Fred Luddy wrote code that automated a tedious task for... ...business reinvention. Our ServiceNow AI platform brings together any AI, any data, and any... ...people. Job Description The Machine Learning Developer designs, builds, ships, and operates...Full timeWork at officeLocal areaImmediate startRemote workFlexible hours
$170k - $250k per year
...of what is possible with AI in construction, and we expect our engineers to be AI-forward in how they build. The Role This role is... ...understanding, evidence retrieval, answer evaluation, and how we learn from customer workflows. What You Will Do Develop and maintain...InternshipWork at office- ...integration practices. Collaborate with Data Scientists, Machine Learning Engineers, Data Engineers, Product Owners, engineers, analysts, and... ...such as PostgreSQL, object stores such as AWS S3, and data platforms such as Databricks. Proven ability to build efficient, robust...Work at officeRemote workFlexible hours
$170k - $200k per year
...revenue growth. As a Senior ML Engineer within our Benefits... ...responsibility for the HelloFresh Platform that enables serving millions... ...role, we would really like to learn more about you. Lettuce share... ...collaborating with Data Scientists, Machine Learning Engineers, Data...Long term contractFull timeWork at officeRemote workWork from homeFlexible hours2 days per week3 days per week$192k - $264k per year
...at scale. We are a diverse team of engineers, product managers, and designers who are... ...team under Okta Secures AI as a Principal Machine Learning (ML) Engineer to advance Okta's... ...on experience with modern Generative AI platforms (AWS Bedrock, OpenAI, Anthropic, etc.)....Local areaWorldwideFlexible hoursShift work- ...by unlocking the true potential of the contact center. Our platform combines the best of AI and human intelligence to help contact... ...cutting-edge projects, requiring innovative and passionate machine learning engineers who can bring research into practical, scalable...Full timeManual laborWork at officeLocal areaRemote workWork from homeHome office
$149.6k - $187k per year
...sufficient to disrupt transportation, building a next-generation platform for low-cost, ultra-immersive transportation to improve... ...ML utilizing peta-byte scale data. Our highly motivated Machine Learning Engineers work on these challenging problems and define solutions to...Hourly payWork at officeFlexible hours3 days per week$118.8k - $148.5k per year
...belong and have the opportunity to thrive. Machine Learning is at the heart of Lyft’s products and decision-making. Machine Learning Engineers at Lyft operate in dynamic environments,... ...and competitiveness, to agentic AI platforms that automate analytical workflows, to behavioral...Hourly payFull timeWork at officeFlexible hours3 days per week$70 - $85 per hour
...leading brands to modernize legacy platforms, embed AI into real... ...transform business outcomes. Our engineers and designers harness cloud-native... ...~Grow Our People – Feedback, learning, leadership ~Do the Right... ...include building scalable machine learning models, designing feature...Full timeContract work$110k - $130k per year
...Work! Your Role Clarius Mobile Health is seeking a Machine Learning Engineer to contribute to a special project focused on expanding access... ...Model optimization and inference speed tuning Cloud platforms and deployment (Docker, Kubernetes, AWS, GCP) Location...Permanent employmentFull timeContract workFixed term contractWork at officeRemote workWorldwide- ...We are looking for a Machine Learning Engineer to join our Toronto team and help us take our products to the next level in terms of visual intelligence... ...Our Company Invision AI is building a universal AI platform for computer vision applications. Powered by a unique multi-...Full timeInternshipManual laborWork at office3 days per week
- ...prominent VC and angel investors. Your Role As an AI / Machine Learning Engineer at Thri5, you'll help build the agent layer that powers... ...technical decision-making and architecture as we scale the Thri5 platform. Requirements ~ AI Fluency: 5+ years of software...Full time
$140k - $180k per year
...AI isn’t a buzzword—it’s the engine of our success. We’re looking... ...you’ll advance a world-class ML Platform in a fast-paced environment where... ...a focus on architecting deep learning systems and sophisticated... ...Python along with experience with machine learning libraries and...$250k - $300k per year
...working with some of the biggest names in sports. Our team includes engineers and researchers from leading technology companies and research... ...'s or PhD in Computer Science, Robotics, Computer Vision, Machine Learning, or a related field. Proven track record leading research...RelocationFlexible hours- ...bring deep expertise in Data Science, Machine Learning, and AI. Our business value and leadership... ...and passionate Machine Learning Engineers for our team. As part of this job,... ...like AWS SageMaker, AzureML, or Google AI platform Benefits Significant career development...Full timeRemote work
$170k per year
...recommendations, search, applied research and ML engineers working full time on discovery for... ...works closely with Orion, Scribd’s ML platform team. Orion runs the feature store,... ...Overview We’re looking for a Senior Machine Learning Engineer to own recommendations for Fable...Long term contractFull timeFor contractorsLocal areaHome officeFlexible hours$253.5k - $380.3k per year
...Financial Connections is Stripe's open banking platform, enabling businesses to securely access... .... Across the Financial Connections Engineering org, we focus on delivering high-... ...of fintech infrastructure and applied machine learning, solving problems that directly impact...Full timeWork at officeLocal areaRemote workWork from homeRelocation$258.6k - $387.8k per year
...Stripe is a financial infrastructure platform for businesses. Millions of companies -... ...What you’ll do We’re looking for an engineering leader to lead and grow a strong team of... ...management experience Prior experience as a Machine Learning Engineer or equivalent Preferred...Full timeWork at officeLocal areaRemote workWork from homeRelocation- ...technical builders who want to have outsized impact early. Our core engineering team is looking for a hands-on ML Engineering Lead who thrives... ...applications ~ Strong understanding of ML fundamentals (deep learning, transformers, model evaluation, tradeoffs) ~ Experience...Full timeInternship
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Platform Engineer, Machine Learning. Be the first to apply!
