Data Science Engineer

5 days ago

Canada Epsilon Solutions Ltd. Full time

Role: DATA SCIENCE ENGINEER

Location: Canada - Remote

Duration: Contract


Job Description

Industry is going through a drastic transformation in the area of retailing and distribution that requires very advanced data analytics support to optimize revenue performance and customer experience. Recently introduced concepts of Offer/Order Management and Continuous Dynamic Pricing significantly expand opportunities for engaging with travelers through multiple touch points and creating personalized offers accounting for individual preferences and market context. These practices can substantially benefit from a combination of statistical and machine learning techniques leveraging huge volumes and variety of consumer and competitive data available in airline industry.

The Data Science Engineer applies expert level statistical analysis, data modeling, and predictive analysis on strategic and operational problems in industry. As a key member of the client Operations Research team, you will leverage your statistical and business expertise to translate business questions into data analysis and models, define suitable KPIs, and graphically present results to a wide range of audiences including internal and external clients, sales, and development team. In addition, you will source data from multiple different data sources, write high-quality data manipulation scripts in R, Python, Perl, bash, etc., develop and apply data mining and machine learning algorithms for advanced analysis and prediction. You will also utilize your strong communication skills to work with developers to support product development cycles and decision makers who need empirical data to promote sales and growth.


Responsibilities

Work with subject matter experts from airlines to identify opportunities for leveraging data to deliver insights and actionable prediction of customer behavior and operations performance.

Assess the effectiveness and accuracy of new data sources, data gathering and forecasting techniques.

Develop custom data models and algorithms to apply to data sets and run proof of concept studies.

Leverage existing Statistical and Machine Learning tools to enhance in-house algorithms.

Collaborate with software engineers to implement and test production quality code for AI/ML models.

Develop processes and tools to monitor and analyze data accuracy and models’ performance.

Demonstrate software to customers and perform value proving benchmarks. Calibrate software for customers’ needs and train customers for using and maintaining software.

Resolve customer complaints with software and respond to suggestions for enhancements.

Required Qualifications

Advanced Degree in Statistics, Operations Research, Computer Science, Mathematics, or Machine Learning.

Proven ability to apply modeling and analytical skills to real-world problems.

Knowledge of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and statistical concepts (regression, properties of distributions, statistical tests, etc.).

Solid programming skills 2-3 languages out of R, SQL, Python, TensorFlow, PySpark, Java, JavaScript or C++.

Absolutely must have - graduate school level knowledge of Revenue Management models and algorithms.

Experience (minimum4 out of 7) with deployment of machine learning and statistical models on a cloud:

  • MLOps within the enterprise CI/CD process for ML models
  • Experience deploying ML APIs in production environments in GCP using GKE
  • Experience in using GCP Vertex AI for ML and BigQuery
  • Knowledge in Terraform and Containers technologies
  • Experience writing data processing jobs using GCP Dataflow and Dataproc
  • Experience setting up ML model monitoring and autoscaling for ML prediction jobs
  • Understanding of machine learning concepts to scale ML across different services by leveraging Feature Store, Artifacts Registry and Analytics Hub
  • Familiarity with airline, hospitality or retailing industries and decision support systems employed there.
  • Experience developing customer choice models, price elasticity estimation and market potential estimation.
  • Understanding of airline distribution, pricing, revenue management, NDC and Offer/Order Management concepts.

  • Chief Data Science Engineering Manager

    3 days ago

    Canada Avance Consulting Full time

    Job DescriptionWe are seeking an experienced Chief Data Science Engineering Manager to join our team at Avance Consulting. The ideal candidate will have a strong background in data science and engineering, with experience in managing teams and leading projects.About the RoleThe Chief Data Science Engineering Manager will be responsible for overseeing the...

  • Data Science Engineer

    5 days ago

    Canada Epsilon Solutions Ltd. Full time

    Role: DATA SCIENCE ENGINEER Location: Canada - RemoteDuration: ContractJob DescriptionIndustry is going through a drastic transformation in the area of retailing and distribution that requires very advanced data analytics support to optimize revenue performance and customer experience. Recently introduced concepts of Offer/Order Management and Continuous...

  • Data Science Engineer

    5 days ago

    Canada Epsilon Solutions Ltd. Full time

    Role: DATA SCIENCE ENGINEER Location: Canada - RemoteDuration: ContractJob DescriptionIndustry is going through a drastic transformation in the area of retailing and distribution that requires very advanced data analytics support to optimize revenue performance and customer experience. Recently introduced concepts of Offer/Order Management and Continuous...

  • Data Science Engineer

    3 weeks ago

    Canada, CA Epsilon Solutions Ltd. Full time

    Role: DATA SCIENCE ENGINEER Location: Canada - RemoteDuration: ContractJob DescriptionIndustry is going through a drastic transformation in the area of retailing and distribution that requires very advanced data analytics support to optimize revenue performance and customer experience. Recently introduced concepts of Offer/Order Management and Continuous...

  • Data Platform Engineer, Streaming Lead

    1 week ago

    Canada Redpanda Data Full time $171,000 - $220,000

    At Redpanda Data, we're revolutionizing the future of streaming data. Funded by premier investors, our team of seasoned engineers is working on a unified 'engine of record' that delivers a reduction in complexity and wicked-fast performance. This platform gives developers access to real-time streaming beyond the Apache Kafka protocol.About UsWe're a company...

  • Data and Impact Strategist

    3 weeks ago

    Canada Let's Talk Science | Parlons sciences Full time

    About UsLet's Talk Science | Parlons sciences is a national, charitable organization that engages youth in science, technology, engineering, and math (STEM). Our mission is to strengthen the community and enhance excellence, innovation, and creativity.Salary and BenefitsThe salary for this position is estimated to be between $85,000 - $110,000 per year,...

  • Data Science Engineer for Large Scale Data Processing

    4 weeks ago

    Canada IT Connex Full time

    About the Opportunity at IT ConnexWe are looking to hire a skilled Data Science Engineer with experience in building and optimizing large-scale data processing systems using PySpark.Job SummaryThe successful candidate will have 6-8 years of experience in big data development using PySpark and Spark Ecosystem, with extensive knowledge of Hadoop, Hive, and...

  • Artificial Intelligence Engineer with Data Science Focus

    4 weeks ago

    Canada Iris Software Inc. Full time

    About Iris Software Inc.Iris Software, Inc. is a leading provider of information technology solutions in the United States, particularly in New Jersey, where it has been operational for 25 years. With a commitment to excellence, the company maintains a high level of quality assurance through its CMMi Level 5 certification.Over the past few years, Iris...

  • Data Science Analytics Specialist

    3 weeks ago

    Canada Epsilon Solutions Ltd. Full time

    **About Epsilon Solutions Ltd.**We are a leading provider of data analytics solutions, helping industries optimize revenue performance and customer experience.Estimated Salary: $120,000 - $180,000 per yearAbout the JobWe are seeking a highly skilled Data Science Engineer to join our team at Epsilon Solutions Ltd. in Canada. As a key member of our Operations...

  • Science Outreach Coordinator for Youth and Volunteer Experience

    1 month ago

    Canada Let's Talk Science | Parlons sciences Full time

    Job Overview: Let's Talk Science | Parlons sciences is seeking a highly organized and self-motivated Science Outreach Coordinator for Youth and Volunteer Experience. As a key member of our team, you will play a vital role in supporting the implementation of our programs, coordinating outreach activities, and developing engaging content for youth.Key...

  • Ambitious Science Outreach Coordinator

    3 weeks ago

    Canada Let's Talk Science | Parlons sciences Full time

    We are seeking an experienced and motivated Science Outreach Coordinator to join our team at Let's Talk Science | Parlons sciences.About the RoleThe Bilingual Outreach Coordinator, Youth and Volunteer Experience is a full-time permanent position that plays a critical role in supporting and assisting with the implementation of our programs. This includes...

  • Data Science and AI Professional

    6 days ago

    Canada Refonte Learning Full time

    About Refonte LearningWe are a leading IT corporation recognized globally for our expertise in providing top-notch IT and Ed-tech services.Our specialization includes Artificial intelligence (AI), digital marketing, data science, data analytics, UI-UX design, web development, and app development.At Refonte Learning, we are dedicated to innovation,...

  • Data Engineer

    7 days ago

    Ontario, Canada, Canada Altis Technology Full time

    Position OverviewWe are seeking a talented and experienced Data Engineer to design, develop, and maintain efficient data pipelines and architectures. In this role, you will play a pivotal part in building and optimizing our data infrastructure to ensure seamless data processing, analytics, and insights across the organization.Key ResponsibilitiesDevelop,...

  • Data Science and AI Development Expert

    1 month ago

    Canada Refonte Learning Full time

    About Refonte Learning: Refonte is a leading provider of innovative IT solutions, offering cutting-edge services in artificial intelligence, data science, digital marketing, UI-UX design, web development, and app development. Our team fosters innovation, supports excellence, and nurtures talent worldwide.We are inviting highly motivated individuals to...

  • Data Insights Strategist

    3 weeks ago

    Canada Let's Talk Science | Parlons sciences Full time

    About Let's Talk Science | Parlons sciencesWe're a national, charitable organization that engages youth in science, technology, engineering, and math (STEM) to create a brighter future for all.

  • Data Science Innovator

    4 weeks ago

    Canada Synechron Full time

    Transform businesses with data-driven innovation at Synechron, a global consulting firm.We believe in the power of digital to drive growth and success. Our team combines creativity and innovative technology to deliver industry-leading digital solutions, spanning end-to-end Artificial Intelligence, Consulting, Digital, Cloud & DevOps, Data, and Software...

  • Data Science Expert for Revenue Optimization

    3 days ago

    Canada Epsilon Solutions Ltd. Full time

    Transformative Data Science Role in Epsilon Solutions Ltd.We are seeking an accomplished Data Science Expert to join our team at Epsilon Solutions Ltd. and contribute to the transformation of the airline industry through advanced data analytics support.As a key member of our Operations Research team, you will leverage your expertise in statistical analysis,...

  • Science Program Coordinator

    4 weeks ago

    Canada Let's Talk Science | Parlons sciences Full time

    Let's Talk Science | Parlons sciences seeks a talented Bilingual Outreach Coordinator, Youth and Volunteer Experience to support the implementation of our science programs. With a strong passion for education and community engagement, you will play a key role in coordinating outreach activities and events for youth across Canada. The ideal candidate will...

  • Senior Data Engineer

    5 days ago

    Canada TekRek Full time

    Company Background: TekRek is assisting our client partner to recruit an experienced Senior Data Engineer in Toronto. Our client is a growth stage business completing a major data migration project to Snowflake data warehouse. They require a specialist data engineering for a 6-month project engagement. Job Description:As an Data Engineering leader you will...

  • Senior Data Engineer

    3 days ago

    canada TekRek Full time

    Company Background: TekRek is assisting our client partner to recruit an experienced Senior Data Engineer in Toronto. Our client is a growth stage business completing a major data migration project to Snowflake data warehouse. They require a specialist data engineering for a 6-month project engagement. Job Description:As an Data Engineering leader you will...