Senior Machine Learning Engineer, Forecasting
Full-time
Apella
Responsibilities
- Collaborate with engineering, product, and data science teams to identify business challenges suited to machine learning and AI solutions.
- Develop tools and automate manual processes to improve operational efficiency, experimentation velocity, and reliability.
- Build, integrate, and monitor end-to-end lifecycles for large-scale distributed machine learning systems.
- Investigate model performance and identify data-quality and system-performance issues.
- Enhance the forecasting ML pipeline, including weekly automated model retraining and deployment across production models.
- Improve team capabilities in MLOps, deployment automation, and production machine learning systems.
- Drive projects from concept through production and maintain and continuously improve their reliability.
Requirements
- At least 5 years of experience building and maintaining production machine learning systems.
- Deep expertise in MLOps, deployment automation, and model-serving infrastructure.
- Strong software engineering skills with proficiency in Python, Docker, Kubernetes, GitHub Actions, ArgoCD, Terraform, and Helm.
- Experience with model-training orchestration, automated retraining pipelines, and A/B testing or variant management using Dagster, Airflow, or similar tools.
- Experience designing scalable microservices, APIs, and complex service dependencies.
- Ability to collaborate with data scientists to productionize research, backend teams on API integration, and product teams on customer needs.
- Experience writing tested, maintainable, and well-documented code.
- Preferred experience in healthcare or other regulated industries, forecasting or time-series algorithms, computer vision, DAG frameworks, or Flink.
Benefits
- Competitive salary and stock options.
- Flexible vacation policy.
- Remote-first work environment with virtual and in-person team events.
- Comprehensive health, dental, and vision insurance.
- 16 weeks of parental leave for all parents.
Vacancy posted 1 day ago
Similar jobs that could be interesting for youBased on the Senior Machine Learning Engineer, Forecasting in Remote vacancy
- ...-critical systems using functional safety and deep learning safety techniques. Collaborate with machine learning, hardware, and core software teams to keep... ...and safety in edge-case scenarios. Mentor junior engineers on safety-critical coding standards and best...
- ...repeatable pipelines across heterogeneous systems. Build machine-learning experimentation, evaluation, simulation, and production-pipeline... ...code, and deployed instrumentation. Apply and coach engineering best practices for robust, testable, and composable code....
- ...participate in architecture discussions. Review code, help establish engineering practices, collaborate with security researchers and product... ...and cloud-native technology. ~ Significant technical ownership and direct access to senior engineering leadership....
- ...secure way to deploy and operate MongoDB on machines, VMs, public cloud and Kubernetes. The... ...people. You are an accomplished senior Python programmer that enjoys challenging... ...pioneers in open source with intelligent engineers at every level from engineer to CTO and...
- ...Use AI-assisted development tools, including GitHub Copilot. Participate in production support and on-call rotations. Mentor engineers while remaining hands-on with development. Requirements At least 8 years of Java development experience. Strong expertise...
- ...analytics, and monitoring infrastructure. Deploy and manage services on Kubernetes platforms including Amazon EKS and Google Kubernetes Engine. Provision and manage secure, scalable, and cost-efficient cloud infrastructure with Terraform. Maintain CI/CD pipelines...
- ...owning a complex data system end-to-end over a multi-year horizon and making significant architecture decisions. Senior data or detection engineering experience at scale. Deep fluency with SQL, Python or an equivalent language, data pipelines, and scheduled and event...
- ...tutoring outsourcing provider, bringing the human edge in digital learning to education companies worldwide by providing access to world-... .... The focus of the role is the development of the tutor supply engine and operational reliability layer that directly drive revenue...
- ...technologies, anti-crawling mechanisms, and AI-powered extraction approaches. Requirements At least 5 years of professional software engineering experience building production systems. Strong knowledge of algorithms, data structures, concurrency, and distributed systems....
- ...operations, and data applications work together intelligently. As a Senior Data Engineer, you'll be both a core builder of that platform and a... ...teams, leading discovery and translating what you learn into what we ship. You're equally comfortable debugging an...Remote job
- ...Kubernetes, or similar container technologies. Collaborate with the Engineering Manager, CTO, and team in planning, code reviews, demos, and delivery activities. Requirements At least 4 years of senior-level Python experience with Django and/or Flask. Experience...
- ..., and maintain enterprise-scale artificial intelligence and machine learning solutions. Create predictive models, natural language processing... ...algorithms, model architectures, data pipelines, feature engineering processes, and model training environments. Support cloud...
- ...of AI, automation, and improved ways of working. Mentor engineers through hands-on guidance, pair-building, coaching, and technical... ...understanding of artificial intelligence, automation, machine learning, analytics, business process improvement, operational systems...
- ...stakeholder groups. Requirements Senior-level experience in platform security, cloud... ..., container security, or security engineering. Deep practical experience with AWS,... ...development and education allowance for courses, books, conferences, or other learning....
2000 $ per year
...Canonical that works with the Linux kernel, across all seniority levels. Apply here if you are an exceptional software engineer who wants to work on both stable and cutting... ...-yearly team sprints in person Personal learning and development budget of USD 2,000 per year...- ...Senior Network Engineer (Permanent WFH | Night Shift) Location: Remote – Philippines Shift : 11:00 PM – 8:00 AM PH Time | Monday- Friday About Us Safari Micro is a well-established U.S.-based MSP and value-added reseller supporting businesses, schools...Remote job
2000 $ per year
...to prove a strong aptitude for software engineering at the hardware level. While direct experience... ...of years under their belt up through senior industry veterans. What your day will... ...team sprints in person Personal learning and development budget of USD 2,000 per...2000 $ per year
...enterprise initiatives such as public cloud, data science, AI, engineering innovation and IoT. Our customers include the world's... ...analytics and MLOps solutions composed of popular, open-source, machine learning tools, such as Kubeflow, MLFlow, DVC, and Feast. You may also...- ...Environmental Conditions Office Job Description Join Us as a Senior Medical Project Coordinator At Thermo Fisher Scientific,... ...independently to monitor the project financial status, unit forecasting, actual realization, and team allocations in systems....Remote job
- ...builders doing the best work of their lives. We are researchers, engineers, and operators. IOI medalists and ex-founders. If you want to... ...impact - beyond your immediate role and responsibilities. Learning & development : ElevenLabs proactively supports professional...
2000 $ per year
...such as public cloud, data science, AI, engineering innovation, and IoT. Our customers include... ...Collaborate daily with other senior technical leadership on the Kernel Team... ...yearly team sprints in person Personal learning and development budget of USD 2,000 per...- ...Evaboot | Agentic Python Engineer | REMOTE | Full-time | $70-120K USD Evaboot turns LinkedIn Sales Navigator searches into clean, verified... .... What's guaranteed: intense execution pace & exponential learning curve. Zero bullshit environment, we focus mostly on results...
- ...Global Time Zones) Job Summary We are looking for an experienced AI Engineer to help build the next generation of intelligent applications, AI-powered workflows, and production-ready machine learning solutions. At JWay, AI Engineers are expected to combine strong...Remote job
2000 $ per year
...enterprise initiatives such as public cloud, data science, AI, engineering innovation, and IoT. Our customers include the world's leading... ...person - we’ve been working remotely since 2004! Personal learning and development budget of USD 2,000 per year Annual compensation...- ...Claridge, and Zeev Ventures. We’re looking for a Technical Support Engineer who will provide advanced technical support to our growing web... ...or to complete the application process, please contact ****@*****.***. Want to learn more about Duda? Check us out here!...
2000 $ per year
...enterprise initiatives such as public cloud, data science, AI, engineering innovation and IoT. Our customers include the world's leading... ...environment with twice-yearly team sprints in person Personal learning and development budget of USD 2,000 per year Annual...- ...driving customer success, this role is for you! As a CCaaS PS Engineer, you will architect and perform solution implementations and ensure... ...being a plus * A proactive attitude, with a passion for learning and keeping up with the latest industry trends * Microsoft Office...
140000 - 150000 $ per year
.... Use Istio or similar service mesh technologies to improve traffic management, security, and resilience. Collaborate with engineering, infrastructure, security, and operations teams on reusable integration patterns and standards. Troubleshoot integration issues...14400 - 19200 $ per year
...Hiring: Full-time Solutions Engineer - Remote - $14,400 - $19,200/yr About the Client... ...teammates. Growth-Oriented – Constant learning fuels company and personal evolution.... ...churning. Career Elevation – Grow into a senior technical authority within a rapidly...Remote job800 $
...PublicInput is looking for a frontend-leaning Full Stack Software Engineer to help build and improve the applications our customers and... ...incorporating customer feedback and insights with support from senior engineers. Develop an understanding of how technical decisions...
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Senior Machine Learning Engineer, Forecasting. Be the first to apply!
