Lightcast

Data Scientist - 994

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Data Analyst (Portuguese)

The Data Scientist will collaborate with Product, Data, and Research teams to analyze labor market trends, workforce dynamics, and economic patterns. This role involves cleaning, organizing, and interpreting large datasets to develop innovative models, datasets, and visualizations, providing actionable insights into the future of work. The ideal candidate will possess strong statistical thinking, a solid grasp of machine learning principles, and the ability to apply methodologies like predictive modeling, econometric analysis, and time series forecasting. Cross-functional collaboration is essential for integrating analytical insights into Lightcast's products and services.

Data Analyst (Scandinavian Languages: Danish, Swedish, Norwegian)

The Data Scientist will work closely with the Product, Data, and Research teams to analyze labor market trends, workforce dynamics, and economic patterns. The role involves cleaning, organizing, and interpreting large-scale datasets to develop innovative models, datasets, and visualizations that provide actionable insights into the future of work. The ideal candidate will demonstrate strong statistical thinking, a solid grasp of machine learning principles, and the ability to apply core methodologies such as predictive modeling, econometric analysis, and time series forecasting. This position requires a collaborative mindset to work cross-functionally, ensuring the seamless integration of analytical insights into Lightcast's products and services.<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Major Responsibilities:</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Use SQL, Python, or other analytical tools to query, clean, and analyze large datasets.</li><li class="leading-relaxed">Analyze labor market trends across dimensions such as workforce composition, job demand, employment patterns, and wage dynamics.</li><li class="leading-relaxed">Apply advanced techniques including time series forecasting, clustering, regression analysis, and machine learning algorithms (e.g., decision trees, random forests, gradient boosting, support vector machines, k-means clustering) to identify patterns and forecast labor trends.</li><li class="leading-relaxed">Build and maintain scalable data and model pipelines using orchestration tools like Apache Airflow, Luigi, or Sagemaker Pipelines, and model tracking tools such as MLflow.</li><li class="leading-relaxed">Collaborate cross-functionally to define problem statements, gather and analyze data, integrate models into products, and translate insights into actionable recommendations for technical and non-technical audiences.</li><li class="leading-relaxed">Stay informed on advancements in labor market analytics, statistical modeling, and machine learning technologies.</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Education and Experience:</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Bachelor’s or Master’s degree in Data Science, Statistics, Economics, Computer Science, or a related quantitative field.</li><li class="leading-relaxed">2+ years of industry experience or academic research applying statistical or machine learning approaches to real-world data problems.</li><li class="leading-relaxed">2+ years of experience in labor market analytics, workforce intelligence, or related domains (preferred).</li><li class="leading-relaxed">Proficiency in Python, SQL, and machine learning libraries such as Scikit-learn or PyTorch.</li><li class="leading-relaxed">Demonstrated ability to write clean, scalable code and independently prototype data solutions.</li><li class="leading-relaxed">Solid understanding of machine learning techniques such as classification, regression, and time-series forecasting.</li><li class="leading-relaxed">Experience with cloud platforms (e.g., AWS) and orchestration tools like Apache Airflow for managing large datasets and workflows.</li><li class="leading-relaxed">Strong statistical reasoning and ability to translate complex data into strategic business insights.</li><li class="leading-relaxed">Excellent interpersonal, written, and verbal communication skills, with the ability to convey technical topics to diverse audiences.</li><li class="leading-relaxed">Experience working with large labor market datasets (e.g., government labor statistics, survey data, or job market intelligence platforms) (preferred).</li><li class="leading-relaxed">Proficiency with data visualization tools such as Tableau, Power BI, or Plotly (preferred).</li><li class="leading-relaxed">Familiarity with Natural Language Processing (NLP) techniques and applications (preferred).</li></ul>Lightcast is a global leader in labor market insights with offices in Moscow, ID (US), the United Kingdom, Europe, and India. We work with partners across six continents to help drive economic prosperity and mobility by providing the insights needed to build and develop our people, our institutions and companies, and our communities.Lightcast is proud to be an equal opportunity workplace. We consider all qualified applicants without regard to race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. Lightcast has always been, and always will be, committed to our diversity of thought and unique perspectives. We seek dynamic professionals from all backgrounds to join our teams, and we encourage our employees to bring their authentic, original, and best selves to work.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.

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The VFX Layout Artist supports the VFX Layout team and is responsible for managing and maintaining all CG elements that make up a shot in VFX. This role will be responsible for translating 2D storyboards and animatics into accurate 3D camera and object layouts, ensuring seamless integration with on-set footage, and establishing the foundation for the VFX pipeline.

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VFX Layout ArtistAll applicants must be residents of British Columbia, Canada.**_Must be legally entitled to work in Canada ie. Citizen, PR, Open Work Permit.Current open project positions will start immediately and end in late April 2026._**At this time, we’re pleased to offer this role as an option to work from home OR work from our Vancouver studio in the beautiful Gastown area, close to the Waterfront Station in Downtown. (Remote is not available outside of BC; there is no hybrid)<h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">About Zoic</h2>Zoic Studios is a Visual Effects company that specializes in high end visual effects for television, film, and advertising. Our mantra is Visual Evolution - we focus on every part of the process, from the final picture to the pipeline used to create them.Are you looking for your next creative and technical challenge? Come join our team!<h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">Why Join Zoic?</h2><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">We are an Artist owned and operated VFX studio.</li><li class="leading-relaxed">We love what we do and always stay curious about new technology and techniques.</li><li class="leading-relaxed">We respect work/life balance in a hectic industry.</li><li class="leading-relaxed">We work with a team from all walks of life and backgrounds.</li></ul>We are excited to share an incredible stop-motion animated feature project that promises creativity, collaboration, and a fantastic chance to showcase your skills!<h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">Summary of Position</h2>The VFX Layout Artist supports the VFX Layout team and is responsible for managing and maintaining all CG elements that make up a shot in VFX. This role will be responsible for translating 2D storyboards and animatics into accurate 3D camera and object layouts, ensuring seamless integration with on-set footage, and establishing the foundation for the VFX pipeline.<h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">Job Functions</h2><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Model and texture proxy assets (separate from Asset team) needed for set layout.</li><li class="leading-relaxed">Create, populate and dress CG set environments using published assets.</li><li class="leading-relaxed">Maintain environment continuity throughout a shot sequence and maintain parity with practical sets created on stage during production.</li><li class="leading-relaxed">Layout and create rough blocking for animated characters and props.</li><li class="leading-relaxed">Animate cameras for CG shots.</li><li class="leading-relaxed">Perform test renders as required to verify Layout work.</li><li class="leading-relaxed">Assemble and prep scene files for downstream tasks including animation and FX.</li><li class="leading-relaxed">Assist in the design and implementation of the Layout production pipeline through specifying and testing tools for the Layout Department. Perform shot and sequence layout tasks.</li><li class="leading-relaxed">Work with existing Previz, Matchmove, and Stage plates to execute PostViz comps using Maya and Nuke.</li></ul><h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">Qualifications</h2><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">3+ years as a Layout Artist on animated feature films, television animation, CG VFX or equivalent layout experience.</li><li class="leading-relaxed">Experience using Maya and Nuke.</li><li class="leading-relaxed">Houdini knowledge a plus.</li><li class="leading-relaxed">Understanding of cinematic language, composition, editorial timing, camera motion, and lensing.</li><li class="leading-relaxed">Experience in layout camera and cinematography as it applies to story, character, visual composition, asset modeling, rigging, texturing, lighting and compositing to achieve the final visual and structural result.</li><li class="leading-relaxed">Technical background working with large-scale animation production pipelines and processes.</li><li class="leading-relaxed">Previous experience with artists and technical personnel, working in conjunction with Production Management.</li><li class="leading-relaxed">Ability to perform modeling, rigging and texturing functions, a plus.</li><li class="leading-relaxed">Familiarity with Maya Camera Sequencer tool, a plus.</li><li class="leading-relaxed">Working knowledge of PRman or similar rendering platforms, a plus.</li></ul><h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">Additional information</h2><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">British Columbia Employees Pay Range: $35 - $45 (The actual base salary offered will depend on a variety of factors, including without limitation, the qualifications of the individual applicant for the position, years of relevant experience, level of education attained, certifications or other professional licenses held, and if applicable, the location of the position)</li><li class="leading-relaxed">Candidates MUST be located in the Lower Mainland, British Columbia. This Role requires the candidate to work onsite, within our Vancouver Studio in Gastown. (Some remote work may be considered)</li><li class="leading-relaxed">Zoic does not cover relocation costs.</li><li class="leading-relaxed">Any and all remote positions require the candidate to have a reliable internet connection via ethernet and work on Pacific Standard Time.</li><li class="leading-relaxed">This job description contains the basic requirements for the position and is NOT intended to be a complete list of responsibilities; other duties may be assigned.</li><li class="leading-relaxed">Due to the sheer volume of applications we receive, we regret that only those selected to interview will be contacted.</li></ul>This position is based in Vancouver. All applicants must reside in British Columbia.Permanent Residents and Canadians only, please.,

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