Talent.com
Earthdaily Analytics
Remote Data Scientist / ML Engineer (Antarctica Capital)Earthdaily Analytics • Hamilton, Ontario
No longer accepting applications
Remote Data Scientist / ML Engineer (Antarctica Capital)

Remote Data Scientist / ML Engineer (Antarctica Capital)

Earthdaily Analytics • Hamilton, Ontario
30+ days ago
Job type
  • Full-time
  • Remote
Job description

OPPORTUNITY
We are seeking a highly skilled Data Scientist / Machine Learning Engineer to help design, build, deploy, and maintain scalable machine learning systems within Antarctica Capital as part of the Octantis platform. A key initial area of focus for this role will be deep collaboration with the architect/author of an existing neural network used to predict risk factors associated with bonds. In this capacity you will develop an understanding of the existing modeling techniques; identify opportunities for improvement across model performance, infrastructure, reliability, and cost; and lead implementation of those improvements.

Beyond the initial focus area, this role will have significant opportunities to deliver impactful, value-generating capabilities within the firm and a fast, flexible, agile team on which to work.


KEY RESPONSIBILITIES:

Refactor Neural Network

  • Collaborate with architect and author of neural network bond risk product to identify areas for improvement.
  • Lead architecture and development effort

Ongoing

  • Contribute to the design, development, and deployment of firm-wide architecture, norms, policies, infrastructure and methodologies for machine learning activities across multiple company groups.
  • Design, develop, and deploy machine learning models into production environments.
  • Collaborate with data scientists to translate prototypes into production-ready systems.
  • Build and maintain data pipelines, feature stores, and model-serving infrastructure.
  • Evaluate and optimize model performance, latency, and scalability.
  • Implement automated training, testing, and deployment workflows (MLOps).
  • Monitor models in production and address issues related to drift, performance degradation, or data quality.
  • Conduct code reviews and ensure best practices in ML engineering and software development.
  • Stay current with emerging ML/AI technologies and recommend tools or frameworks that improve team efficiency.

Other Duties as Assigned


EXPERIENCE

  • 7+ years building machine learning models with Python and AWS.
  • Hands-on experience with ML frameworks such as Pytorch and TensorFlow.
  • Experience with ML observability and training platforms/technologies like ML Flow.
  • Proficiency in building and deploying models using cloud platforms such as AWS (e.g. in Fargate)
  • Solid understanding of algorithms, data structures, and software engineering principles.

Preferred:

  • Experience with data and compute orchestration tools like AWS Step Functions or Apache Airflow.
  • Exposure to large scale data warehousing and query engine technologies like Iceberg and Athena, and to columnar data storage formats like parquet.
  • Experience working with and modernizing legacy software, including migrating from on-prem to cloud-based deployments.


SKILLS / KNOWLEDGE

Core Technical Skills (Required):

  • Tensorflow, Pytorch
  • Python, Pydantic
  • AWS Lambda, Fargate, Step Functions, other usual suspects
  • IaC / CDK Additional Technical Skills

(Highly Valued):

  • API development with FastAPI


WORKING ENVIRONMENT

  • Fully remote role open to individuals located in and working from the U.S. and Canada.
  • Agile software development with daily standups and weekly Scrum cadence.
  • Fast-paced environment with need to adapt quickly to time-sensitive deliveries.
  • Working hours: 9:00 AM – 5:00 PM Central Time Monday through Friday (except recognized holidays); be available for a minimum of six (6) hours daily during this period to facilitate collaboration.


YOUR COMPENSATION
Base Salary Range: $145,000-$170,000 CAD annually. This range is based on Vancouver, BC-derived compensation for this role and may differ for other geographies. The selected candidate's compensation will be determined based on multiple factors, including but not limited to job-related skills, experience, education, and location.

Create a job alert for this search

Remote Data Scientist / ML Engineer (Antarctica Capital) • Hamilton, Ontario

Similar jobs

Remote CIAM Innovation Engineer

AffirmHamilton, ON, CA
Remote
Full-time

Unlock your potential as a Remote CIAM Innovation Engineer, specializing in customer identity and authentication solutions.Your engineering prowess will enhance backend services that enrich account... Show more

 • Promoted

Remote Staff Engineer: Capacity Modeling Expertise

AffirmHamilton, ON, CA
Remote
Full-time

Become part of Affirm's innovative approach as a Staff Software Engineer in Capacity Modeling, focused on translating business demand into technical capacity solutions.This remote role highlights y... Show more

 • Promoted

Entry-Level Mechanical Engineering Role in Innovative Designs

L3Harris TechnologiesHamilton, ON, CA
Full-time

Launch your career as an Entry-Level Mechanical Engineer, creating sophisticated designs for defense applications.Contribute to impactful projects while enjoying a unique work schedule.In this posi... Show more

 • Promoted

Strategic Manufacturing & Distribution Manager

Prime Management Group Inc.Haldimand County, Canada
Full-time

Step into a leadership position at Home Hardware as the Manufacturing and Distribution Manager in Burford, Ontario.Manage operations while enhancing process optimization across Canada.As a critical... Show more

 • Promoted

Physics Private Tutoring Jobs Caledonia

SuperprofCaledonia, Canada
Full-time

Company Profile Superprof is Canada's #1 tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teachi... Show more

 • Promoted

Technician, Cultivation

Tilray Brands, Inc.Hagersville, ON, CA
Full-time

Nasdaq: TLRY; TSX: TLRY), is a leading global lifestyle and consumer packaged goods company with operations in Canada, the United States, Europe, Australia, and Latin America.Tilray is a transforma... Show more

 • Promoted

Python and Kubernetes Software Engineer - Data, AI/ML & Analytics

CanonicalHamilton, ON, CA
Full-time

Python and Kubernetes Software Engineer - Data, AI/ML & Analytics.Canonical is a leading provider of open source software and operating systems to the global enterprise and technology markets.Our p... Show more

 • Promoted

Senior Data Management Engineer - Electricity Market

Hitachi EnergyHamilton, ON, CA
Full-time

At Hitachi Energy, this role offers a unique opportunity to shape how modern power grids operate and evolve.As a Data Management Engineer – Grid, you will support our Grid Automation business by de... Show more

 • Promoted

Innovative Engineer for Next-Gen Containerization and Virtualization

CanonicalHamilton, ON, CA
Full-time

Lead the charge in containerization and virtualization technology as a talented engineer.Engage in exciting projects with cutting-edge technologies while enjoying a fully remote work environment.Th... Show more

 • Promoted

Ontario Agricultural Sales Representative Position

Premier EquipmentHagersville, ON, CA
Full-time

Join Premier Equipment as an Ontario Agricultural Sales Representative, where you'll champion innovative agricultural solutions.Your role will be pivotal in connecting farmers with John Deere’s ran... Show more

 • Promoted

Grid Data Management Engineer Role

Hitachi EnergyHamilton, ON, CA
Full-time

Join Hitachi Energy as a Grid Data Management Engineer, where you'll empower electricity market operations through innovative data management solutions.This role blends your technical skills with r... Show more

 • Promoted

European Driver & Data Collector - Field Data Explorer

TSMGHamilton, ON, CA
Full-time

A field data collection company is seeking a Driver in Ontario, Canada, for a project involving high-quality visual data collection.The ideal candidate will have at least 5 years of driving experie... Show more

 • Promoted

Registered Veterinary Technologist (RVT)

NVA CanadaCaledonia, ON, CA
Full-time

Grand River Veterinary Hospital – Caledonia, ON is looking for a full‑time Registered Veterinary Technician (RVT) to join our fast‑paced, supportive, and dedicated team!.At Grand River Veterinary H... Show more

 • Promoted

Manufacturing And Distribution Manager - C$120,000 - C$130,000 A Year

Home HardwareHaldimand County, Canada
Full-time

Manage manufacturing, warehousing, shipping, and distribution operations for a paint and home products company, leading teams and driving continuous improvement. Show more

 • Promoted

Applications Analyst - Data Conversion

St. Joseph's Healthcare HamiltonHamilton, ON, CA
Temporary

Applications Analyst – Data Conversion.Reporting to the Manager, Business Applications and Integrations, the Applications Analyst performs duties related to the implementation, development, and day... Show more

 • Promoted

Repairs Coordinator

CargojetMount Hope, ON, CA
Full-time

Accelerate your career with the most awarded Air Cargo Airline in Canada!.Cargojet is Canada's leading provider of time-sensitive overnight air cargo services and carries over 1,300,000 pounds of c... Show more

 • Promoted

Python And Kubernetes Software Engineer - Data, Ai/Ml & Analytics

CanonicalHamilton, Canada
Full-time

Python and Kubernetes Software Engineer - Data, AI/ML & AnalyticsCanonical is a leading provider of open source software and operating systems to the global enterprise and technology markets.Our pl... Show more

 • Promoted

Renewable Energy Technician 2 [On-Site]

EDF power solutionsCayuga, ON, CA
Full-time

EDF power solutions North America has been providing clean energy solutions throughout the U.We are a market-leading independent power producer and service provider, serving utilities, corporations... Show more

 • Promoted

Sales Representative

Premier EquipmentHagersville, ON, CA
Full-time

Premier Equipment is the largest full-service John Deere dealership in Ontario serving agriculture, lawn care, golf, commercial grounds, and compact construction customers across Ontario.With 20 lo... Show more

 • Promoted

Logistic Specialist

CargojetMount Hope, ON, CA
Full-time

Accelerate your career with the most awarded Air Cargo Airline in Canada!.Cargojet is Canada's leading provider of time-sensitive overnight air cargo services and carries over 1,300,000 pounds of c... Show more