About the role
Job#: 3021503 Job Description: Data Analyst - Intermediate Project Scope: Working on CMDA (Capital Markets Data Architecture) to centralize capital markets data on Databricks; typical work includes data ingestion, building data pipelines, enrichment, and modeling to retrieve/serve data from Databricks
Role reports to: Director of Application Services - Jira distribution will be done by Team Lead
Reason the role is open: Work overflow / long backlog of pipelines & requirements; need analysts to pick up queued tasks
Target Start Date: March 2nd
Duration: 6 months
Potential for extension or conversion to full-time: Yes
Rate: $50-60/hr T4
Remote/Hybrid: Hybrid - Every Thursday and everything third Friday
Office Location: Downtown Toronto
Job Description:
- Design, build, and maintain data pipelines on Databricks/Spark for ingestion, curation, and retrieval of capital markets data.
- Perform data enrichment and data modeling aligned to business needs and platform standards.
- Write clean, efficient SQL and Python for transformations, validation, and automation.
- Collaborate with the team lead (assigns JIRAs/work items) and senior developers; participate in code reviews and delivery ceremonies.
- Operate within Azure (preferred) and adapt concepts from other clouds as needed; contribute to documentation and knowledge sharing.
Key Qualifications:
- 5 years experience as a Data Analyst/Engineer with big data and data pipelines
- Strong SQL and Python.
- Hands-on with Databricks and solid understanding of the Spark engine.
- Experience with data modeling and enrichment.
- Cloud experience—Azure preferred (conceptual parity with AWS/GCP acceptable for ramp-up).
Nice to Have:
- Capital Markets data/domain exposure (advantageous but not mandatory).
- Experience in Azure-native services around Databricks; familiarity with AWS or GCP concepts.
Apex Systems is a world-class IT services company that serves thousands of clients across the globe. When you join Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Apex uses a virtual recruiter as part of the application process. Click here for more details.
Apex Benefits Overview: In terms of professional development, Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA.
Apex Systems is a world-class IT services company that serves thousands of clients across the globe. When you join Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Apex uses a virtual recruiter as part of the application process. Click here for more details.
Apex Benefits Overview: In terms of professional development, Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA.
Apex Systems is part of the Commercial Segment of ASGN Incorporated.
NYSE: ASGN
4400 Cox Road
Suite 200
Glen Allen, Virginia 23060
Apex Systems is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. Apex will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law. If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation in using our website for a search or application, please contact our Benefits Department at [email protected] or 804-523-8228. (Do not submit resumes or solicit consultants to this email address). UnitedHealthcare creates and publishes the Transparency in Coverage Machine-Readable Files on behalf of Apex Systems.
About Apex Systems
Apex Systems is a leading global technology services firm that incorporates industry insights and experience to deliver solutions that fulfill our clients’ digital visions. We provide a continuum of services, including strategy and enablement, innovation and productivity, and technology foundations to drive better results and bring more value to our clients. Apex transforms our customers with modern enterprise solutions tailored to the industries we serve. Apex has a presence in over 70 markets across North America, Europe, and India. Apex is a part of the commercial segment of ASGN Incorporated (NYSE: ASGN). To learn more, visit www.apexsystems.com.
Apex strives to provide our talent with the best possible experience, from start to finish. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Visit us today to join our team: www.apexsystems.com/careers.
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About the role
Job#: 3021503 Job Description: Data Analyst - Intermediate Project Scope: Working on CMDA (Capital Markets Data Architecture) to centralize capital markets data on Databricks; typical work includes data ingestion, building data pipelines, enrichment, and modeling to retrieve/serve data from Databricks
Role reports to: Director of Application Services - Jira distribution will be done by Team Lead
Reason the role is open: Work overflow / long backlog of pipelines & requirements; need analysts to pick up queued tasks
Target Start Date: March 2nd
Duration: 6 months
Potential for extension or conversion to full-time: Yes
Rate: $50-60/hr T4
Remote/Hybrid: Hybrid - Every Thursday and everything third Friday
Office Location: Downtown Toronto
Job Description:
- Design, build, and maintain data pipelines on Databricks/Spark for ingestion, curation, and retrieval of capital markets data.
- Perform data enrichment and data modeling aligned to business needs and platform standards.
- Write clean, efficient SQL and Python for transformations, validation, and automation.
- Collaborate with the team lead (assigns JIRAs/work items) and senior developers; participate in code reviews and delivery ceremonies.
- Operate within Azure (preferred) and adapt concepts from other clouds as needed; contribute to documentation and knowledge sharing.
Key Qualifications:
- 5 years experience as a Data Analyst/Engineer with big data and data pipelines
- Strong SQL and Python.
- Hands-on with Databricks and solid understanding of the Spark engine.
- Experience with data modeling and enrichment.
- Cloud experience—Azure preferred (conceptual parity with AWS/GCP acceptable for ramp-up).
Nice to Have:
- Capital Markets data/domain exposure (advantageous but not mandatory).
- Experience in Azure-native services around Databricks; familiarity with AWS or GCP concepts.
Apex Systems is a world-class IT services company that serves thousands of clients across the globe. When you join Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Apex uses a virtual recruiter as part of the application process. Click here for more details.
Apex Benefits Overview: In terms of professional development, Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA.
Apex Systems is a world-class IT services company that serves thousands of clients across the globe. When you join Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Apex uses a virtual recruiter as part of the application process. Click here for more details.
Apex Benefits Overview: In terms of professional development, Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA.
Apex Systems is part of the Commercial Segment of ASGN Incorporated.
NYSE: ASGN
4400 Cox Road
Suite 200
Glen Allen, Virginia 23060
Apex Systems is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. Apex will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law. If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation in using our website for a search or application, please contact our Benefits Department at [email protected] or 804-523-8228. (Do not submit resumes or solicit consultants to this email address). UnitedHealthcare creates and publishes the Transparency in Coverage Machine-Readable Files on behalf of Apex Systems.
About Apex Systems
Apex Systems is a leading global technology services firm that incorporates industry insights and experience to deliver solutions that fulfill our clients’ digital visions. We provide a continuum of services, including strategy and enablement, innovation and productivity, and technology foundations to drive better results and bring more value to our clients. Apex transforms our customers with modern enterprise solutions tailored to the industries we serve. Apex has a presence in over 70 markets across North America, Europe, and India. Apex is a part of the commercial segment of ASGN Incorporated (NYSE: ASGN). To learn more, visit www.apexsystems.com.
Apex strives to provide our talent with the best possible experience, from start to finish. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Visit us today to join our team: www.apexsystems.com/careers.