[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"vacancy-computer-vision-solutions-leader-91491":3},{"statusCode":4,"vacancy":5,"roleSummary":30,"metaData":39,"schemaJobPosting":43,"vacancyBannerPath":57,"previousPagePath":28,"referralPagePath":58,"saveFormRoute":59,"loginPath":60,"isPmVacancy":27,"isBaVacancy":27,"webConfiguration":61,"vacancySource":65,"maxFileSize":77,"metaImg":78,"captchaSiteKey":79,"linkedinConfig":80,"languages":84},200,{"id":6,"name":7,"crmId":8,"description":9,"shownOnSiteEqualOpportunityEmployerDescription":10,"equalOpportunityEmployerDescription":11,"direction":12,"level":13,"city":16,"referralProgram":10,"linkedinTags":21,"tags":23,"shownOnSiteLeadershipDescription":27,"leadershipDescription":28,"shownOnSiteWeOffer":10,"weOfferDescription":29},91491,"Computer Vision Solutions Leader",103886,"\u003Ch2 style=\"text-align:left;\">\u003Cstrong>About the Role\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp style=\"text-align:left;\">In this role, you will lead the design and delivery of a Computer Vision and AI Proof of Technology (PoT) engagement - from validating the technical approach to proving it with measured evidence in a live, ambiguous early-stage environment. You will work closely with the client, internal engineering teams, and business development leaders to shape a cascading, self-improving recognition architecture and translate early, evidence-based results into a scalable path to production. The role requires a mix of deep technical work and customer-facing leadership, with direct, visible impact on whether an AI-driven solution scales beyond its first proof point.\u003C\u002Fp>\u003Ch2 style=\"text-align:left;\">\u003Cstrong>Responsibilities\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cul>\u003Cli style=\"text-align:left;\">Lead end-to-end delivery of a Computer Vision PoT engagement - from discovery and solution architecture through model-cascade implementation, evidence-based evaluation, and the go\u002Fno-go decision on production scale-up\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Translate an ambiguous, evolving set of client expectations into a scoped, achievable technical roadmap, and proactively re-shape that scope as early results come in\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Act as a trusted advisor to client stakeholders, setting realistic expectations around what a PoT can and cannot prove, and communicating evidence-based results rather than overstated claims\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Lead project delivery, while directing a small cross-functional team\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Design and oversee a cascading model-training architecture (fast detection model → stronger teacher model → adjudication layer) with a learned routing rule for human review, and the evaluation harness used to measure it\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Design and implement end-to-end MLOps pipelines on Azure that automate continuous model retraining based on the model cascade approach, covering data ingestion and versioning, labeling feedback loops, training, evaluation gates, model registration, deployment, and monitoring\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Analyze the production domain, define triggers and policies for retraining cycles (e.g., drift detection, accuracy thresholds, volume of newly adjudicated labels) and ensure each cycle is reproducible, auditable, and measurable\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Guide decisions on human-in-the-loop labeling strategy, retraining cycles, and quality-control audits, balancing labeling effort against measured accuracy gains\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Support pre-sales and scale-up activities, including stakeholder workshops, readouts, proposals, and solution positioning for a subsequent production phase\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Develop reusable frameworks, proofs-of-concept, and accelerators - particularly around model cascades, edge\u002Fgeospatial inference, and lightweight evaluation harnesses - to improve scalability and reduce time-to-market for similar engagements\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Establish best practices for model lifecycle management, versioned\u002Frollback-capable model adapters, and deployment in cloud and edge environments\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Demonstrate a creative mindset and comfort operating with incomplete information, where requirements, targets, and even the underlying hardware\u002Fregulatory environment may shift during delivery\u003C\u002Fli>\u003C\u002Ful>\u003Ch2 style=\"text-align:left;\">\u003Cstrong>Requirements\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cul>\u003Cli style=\"text-align:left;\">6+ years of experience in Computer Vision, Machine Learning, Deep Learning, or AI solution delivery, including at least one engagement taken from early proof-of-concept through a production or scale-up decision\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Strong expertise in multimodal AI, generative AI, transformers, and vision-language models, with practical experience applying them as part of a model cascade (e.g., teacher\u002Fstudent distillation, adjudication, active learning)\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Hands-on experience with Python and ML frameworks such as PyTorch, Pandas, NumPy, and cloud-based AI toolsets\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Experience across the full AI model lifecycle, including experimentation, optimization, deployment, and inference, ideally including edge and post-deployment monitoring\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Strong understanding of classical Computer Vision techniques, including camera calibration, feature matching, homography estimation, geospatial\u002Fgeoreferenced imagery, and image\u002Fvideo analytics\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Experience deploying AI solutions within Azure, AWS, GCP, Kubernetes, OpenShift, or hybrid enterprise environments; familiarity with geospatial data stores (e.g., PostGIS) and\u002For Databricks is a plus\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Familiarity with Infrastructure as Code (e.g., Terraform, Bicep) and containerized deployment using Kubernetes (AKS) or similar orchestration platforms; experience with edge orchestration (e.g., Azure IoT Edge, K3s) is a plus\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Strong advisory and stakeholder management capabilities, with demonstrated experience setting and resetting expectations with non-technical or commercially demanding stakeholders\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Excellent communication, collaboration, analytical, and problem-solving skills, with the ability to make and defend evidence-based recommendations rather than guaranteed outcomes\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Understanding of enterprise software architecture, cloud computing, Big Data, SDLC, and the practical constraints (data availability, hardware, connectivity, regulatory) that shape AI adoption in the field\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Expertise with GPU-accelerated technologies such as DeepStream, TensorRT, Triton Inference Server, ONNX, TAO Toolkit, or similar platforms is a plus\u003C\u002Fli>\u003Cli style=\"text-align:left;\">Bachelor’s degree in Computer Science, Applied Mathematics, Physics, or related technical field preferred\u003C\u002Fli>\u003C\u002Ful>\u003Cp style=\"text-align:left;\">\u003Cbr \u002F>\u003C\u002Fp>\u003Ch2>\u003Cbr \u002F>\u003C\u002Fh2>",true,"\u003Cp style=\"text-align: justify;\">\u003Cem>SoftServe is an equal opportunity employer. Qualified applicants will receive consideration regardless of race, color, ancestry, ethnicity, national origin, religion, sex, sexual orientation, gender identity or expression, age, citizenship, disability, health condition, marital or family status, veteran status, or any other characteristic protected by applicable law.\u003C\u002Fem>\u003C\u002Fp>","Engineering & Technology",{"id":14,"name":15},5,"Manager",[17,18,19,20],"USA","Poland","Ukraine","Canada",[22],"#LI-Remote",[24],{"id":25,"name":26},"remote","Remote\u002FOffice",false,null,"\u003Cdiv class=\"wrapper\">\n    \u003Csection class=\"section-about-us\">\n        \u003Cdiv class=\"about-us\">\n            \u003Cdiv class=\"about-us__content\">\n                \u003Cdiv class=\"about-us__text\">\n                    \u003Ch2>About us\u003C\u002Fh2>\n                    \u003Cp>\n                        We are a digital engineering and technology consulting company where expertise grows alongside\n                        people. For more than 30\n                        years, we have been elevating technology: helping organizations navigate complex business\n                        challenges by combining deep\n                        engineering knowledge with thoughtful, research-backed innovation. Our teams work across key\n                        areas: digital\n                        engineering, data and analytics, Сloud, and AI\u002FML. In each, we deliver practical, scalable\n                        solutions rooted in real\n                        business needs and measurable human impact.\n                    \u003C\u002Fp>\n                    \u003Cp>\n                        You bring your perspective and ambition. We create an environment where your work meets\n                        clarity, confidence, and\n                        purpose.\n                    \u003C\u002Fp>\n                \u003C\u002Fdiv>\n\n                \u003Cdiv class=\"about-us__image\">\n                    \u003Cpicture>\n                        \u003Csource media=\"(min-width: 1025px)\" srcset=\"\u002Fimages\u002Fvacancy\u002Fdesctop-about.webp\" \u002F>\n                        \u003Csource media=\"(min-width: 769px)\" srcset=\"\u002Fimages\u002Fvacancy\u002Ftablet-about.webp\" \u002F>\n                        \u003Cimg src=\"\u002Fimages\u002Fvacancy\u002Fmobile-about.webp\" alt=\"About us\" loading=\"lazy\" \u002F>\n                    \u003C\u002Fpicture>\n                \u003C\u002Fdiv>\n            \u003C\u002Fdiv>\n        \u003C\u002Fdiv>\n\n        \u003Cdiv class=\"we-offer\">\n            \u003Ch2>We offer\u003C\u002Fh2>\n\n            \u003Cdiv class=\"we-offer__list\">\n\n                \u003Carticle class=\"offer-card offer-card--peach\">\n                    \u003Cspan class=\"offer-card__graphic offer-card__graphic--compensation\" aria-hidden=\"true\">\u003C\u002Fspan>\n\n                    \u003Cdiv class=\"offer-card__inner\">\n                        \u003Cdiv class=\"offer-card__title-wrap\">\n                            \u003Ch3 class=\"offer-card__title\">Flexible Work Model\u003C\u002Fh3>\n                        \u003C\u002Fdiv>\n\n                        \u003Cdiv class=\"offer-card__text-wrap\">\n                            \u003Cp class=\"offer-card__text\">\n                                Work from home, from the office, or in a hybrid format that supports focus and\n                                collaboration.\n                            \u003C\u002Fp>\n                        \u003C\u002Fdiv>\n\n                        \u003Cspan class=\"offer-card__icon\" aria-hidden=\"true\">\n                            \u003Cspan class=\"offer-card__icon-circle\">\u003C\u002Fspan>\n                            \u003Cspan class=\"offer-card__icon-line offer-card__icon-line--horizontal\">\u003C\u002Fspan>\n                            \u003Cspan class=\"offer-card__icon-line offer-card__icon-line--vertical\">\u003C\u002Fspan>\n                        \u003C\u002Fspan>\n                    \u003C\u002Fdiv>\n                \u003C\u002Farticle>\n\n                \u003Carticle class=\"offer-card offer-card--blue\">\n                    \u003Cspan class=\"offer-card__graphic offer-card__graphic--communities\" aria-hidden=\"true\">\u003C\u002Fspan>\n\n                    \u003Cdiv class=\"offer-card__inner\">\n                        \u003Cdiv class=\"offer-card__title-wrap\">\n                            \u003Ch3 class=\"offer-card__title\">Compensation & Benefits\u003C\u002Fh3>\n                        \u003C\u002Fdiv>\n\n                        \u003Cdiv class=\"offer-card__text-wrap\">\n                            \u003Cp class=\"offer-card__text\">Competitive, market-based pay, benchmarked by role and\n                                location — plus health coverage, paid time off, wellness support, and learning\n                                opportunities.\u003C\u002Fp>\n                        \u003C\u002Fdiv>\n\n                        \u003Cspan class=\"offer-card__icon\" aria-hidden=\"true\">\n                            \u003Cspan class=\"offer-card__icon-circle\">\u003C\u002Fspan>\n                            \u003Cspan class=\"offer-card__icon-line offer-card__icon-line--horizontal\">\u003C\u002Fspan>\n                            \u003Cspan class=\"offer-card__icon-line offer-card__icon-line--vertical\">\u003C\u002Fspan>\n                        \u003C\u002Fspan>\n                    \u003C\u002Fdiv>\n                \u003C\u002Farticle>\n\n                \u003Carticle class=\"offer-card offer-card--peach\">\n                    \u003Cspan class=\"offer-card__graphic offer-card__graphic--flexible\" aria-hidden=\"true\">\u003C\u002Fspan>\n\n                    \u003Cdiv class=\"offer-card__inner\">\n                        \u003Cdiv class=\"offer-card__title-wrap\">\n                            \u003Ch3 class=\"offer-card__title\">People-first Leadership\u003C\u002Fh3>\n                        \u003C\u002Fdiv>\n\n                        \u003Cdiv class=\"offer-card__text-wrap\">\n                            \u003Cp class=\"offer-card__text\">\n                                Approachable leaders who communicate openly, keep teams close to the strategy, and\n                                support long-term planning.\n                            \u003C\u002Fp>\n                        \u003C\u002Fdiv>\n\n                        \u003Cspan class=\"offer-card__icon\" aria-hidden=\"true\">\n                            \u003Cspan class=\"offer-card__icon-circle\">\u003C\u002Fspan>\n                            \u003Cspan class=\"offer-card__icon-line offer-card__icon-line--horizontal\">\u003C\u002Fspan>\n                            \u003Cspan class=\"offer-card__icon-line offer-card__icon-line--vertical\">\u003C\u002Fspan>\n                        \u003C\u002Fspan>\n                    \u003C\u002Fdiv>\n                \u003C\u002Farticle>\n\n                \u003Carticle class=\"offer-card offer-card--blue\">\n                    \u003Cspan class=\"offer-card__graphic offer-card__graphic--leadership\" aria-hidden=\"true\">\u003C\u002Fspan>\n\n                    \u003Cdiv class=\"offer-card__inner\">\n                        \u003Cdiv class=\"offer-card__title-wrap\">\n                            \u003Ch3 class=\"offer-card__title\">Advanced tech communities\u003C\u002Fh3>\n                        \u003C\u002Fdiv>\n\n                        \u003Cdiv class=\"offer-card__text-wrap\">\n                            \u003Cp class=\"offer-card__text\">Stay close to AI\u002FML, Cloud, Quantum Computing, IoT, and\n                                Robotics communities, with projects built on modern frameworks.\u003C\u002Fp>\n                        \u003C\u002Fdiv>\n\n                        \u003Cspan class=\"offer-card__icon\" aria-hidden=\"true\">\n                            \u003Cspan class=\"offer-card__icon-circle\">\u003C\u002Fspan>\n                            \u003Cspan class=\"offer-card__icon-line offer-card__icon-line--horizontal\">\u003C\u002Fspan>\n                            \u003Cspan class=\"offer-card__icon-line offer-card__icon-line--vertical\">\u003C\u002Fspan>\n                        \u003C\u002Fspan>\n                    \u003C\u002Fdiv>\n                \u003C\u002Farticle>\n            \u003C\u002Fdiv>\n        \u003C\u002Fdiv>\n    \u003C\u002Fsection>\n\u003C\u002Fdiv>",{"location":31,"workType":32,"direction":12,"techLevel":15,"techLevelId":14,"personalRecruiter":34,"subdirection":38},[17,18,19,20],[33],{"id":25,"name":26},{"fullName":35,"email":36,"profileImgPath":37},"Joanna Wrobel","jwrob@softserveinc.com","https:\u002F\u002Fcareer.softserveinc.com\u002Fuploads\u002Frecruiter\u002F270626.jpg","Data Science",{"title":40,"description":41,"canonical":42},"Computer Vision Solutions Leader in USA, Poland, Ukraine, Canada – Work with SoftServe","Work as Computer Vision Solutions Leader in USA, Poland, Ukraine, Canada. Join the IT global community. On freelance or full-time, remote or in the office. Apply for your dream job at SoftServe.","https:\u002F\u002Fcareer.softserveinc.com\u002Fvacancy\u002Fcomputer-vision-solutions-leader-91491",{"@context":44,"@type":45,"title":7,"description":46,"datePosted":47,"applicantLocationRequirements":48,"jobLocationType":50,"employmentType":51,"hiringOrganization":52},"https:\u002F\u002Fschema.org\u002F","JobPosting","SoftServe is people-first. People who build a global IT company and make it grow. Together we advise, drive innovation, and develop people's talent within the USA, Latin America, Europe, and Asia.","2026-11-11T20:26:58+02:00",{"@type":49,"name":17},"Country","TELECOMMUTE","Full-time",{"@type":53,"name":54,"sameAs":55,"logo":56},"Organization","SoftServe","https:\u002F\u002Fcareer.softserveinc.com","https:\u002F\u002Fcareer.softserveinc.com\u002Fimages\u002F2017\u002Flogo_black.svg","https:\u002F\u002Fcareer.softserveinc.com\u002Fimages\u002F2017\u002Fvacancy\u002Fpeople.png","https:\u002F\u002Fcareer.softserveinc.com\u002Freferral\u002Fform\u002Fcomputer-vision-solutions-leader-91491","https:\u002F\u002Fcareer.softserveinc.com\u002Fapi\u002Ffrontend\u002Fvacancies\u002Fcomputer-vision-solutions-leader-91491\u002Fapply","https:\u002F\u002Fcareer.softserveinc.com\u002Femployee\u002Fauth\u002Furl",{"grandpromoter":28,"cumulativebonus":28,"newyearmode":28,"integration-jobfamilygroup":28,"integration-jobfamily":28,"integration-jobprofile":28,"integration-vacancy":62,"appversion":63,"vacancyLinkedinApply":62,"StaffingBoardReferralUpdateLog":28,"StaffingBoardStudentStatusLog":28,"moodleApiLog":62,"mulesoftCandidateContactLog":28,"mulesoftEmployeeLog":28,"FLOW_SSA_GROUP_START_DATE_RANGE":64,"ACTIVATE_LOG_ACTIVITY":28},"1","6.58.1","10",{"2":66,"4":67,"5":68,"6":69,"7":70,"8":71,"10":72,"11":73,"12":74,"13":75,"14":76},"Events","Newsletter","Job Sites","DOU","Friends & colleagues","Recruiter","Facebook","Instagram","LinkedIn","University","Other",5242880,"https:\u002F\u002Fcareer.softserveinc.com\u002Fuploads\u002FvacancyMeta\u002Ffinance1.png","6LdFrJktAAAAAOQrByH23fkN7EHKcd1ciLeNSK5B",{"api-key":81,"data-integration-context":82,"data-company-job-code":83},"77c1nnz563s57k","urn:li:organization:6549","242345466",{"ua":85,"en":86,"pl":87,"bg":88,"ro":89,"es":90},"uk-ua","en-us","pl","bg","ro","es"]