{"id":2125623,"url":"https://alion.io/job/epam-systems-poland-solution-architect-kernel-optimization-ml-performance","title":"Solution Architect (Kernel Optimization & ML Performance)","company":{"id":2612641,"name":"EPAM Systems Poland","domain":"epam-poland.pl","url":"https://alion.io/company/epam-poland","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Solutions","role_family":"Solutions","seniority":"staff","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Kraków, Poland"],"countries":["PL"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":75000,"max_usd":120000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":42},"experience_years_min":12,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"C++","optional":false},{"name":"JAX","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLIR","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"PyTorch C++","optional":false},{"name":"TensorFlow","optional":false},{"name":"TensorFlow C++","optional":false},{"name":"TPU","optional":false},{"name":"Agile","optional":true},{"name":"Anthropic","optional":true},{"name":"AWS","optional":true},{"name":"Azure","optional":true},{"name":"GCP","optional":true},{"name":"Platform Engineering","optional":true}],"status":"live","first_seen_at":"2026-10-06T13:05:08Z","employer_posted_date":null,"last_verified_at":"2026-10-06T13:05:08Z","board_verified":false,"closed_at":null,"days_open":11,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":11},"description":"Join us as a Solution Architect (Kernel Optimization & ML Performance) and play a key role in shaping impactful, scalable solutions that drive real business value. You will work at the intersection of advanced hardware acceleration and machine learning infrastructure, translating complex performance and optimization requirements into robust architectural designs.\nThis role offers the opportunity to collaborate with global, cross-functional teams in a dynamic and fast-paced environment, working closely with ML researchers, compiler engineers, and systems architects. You’ll have a direct influence on the technical direction of high-performance ML solutions, solution quality, and overall efficiency across large-scale AI workloads.\nAt EPAM, we value innovation, ownership, and a proactive mindset, giving you the space to make a tangible technological impact. If you are ready to take on a strategic architect-level role in AI infrastructure and grow your career in a global setting, we encourage you to apply.\nResponsibilities\nDefine and own the architecture for performance-critical ML workloads, leveraging custom kernels on TPUs and GPUs \nCreate a strategic roadmap for kernel optimization, framework integration, and large-scale performance improvement \nCollaborate with the client’s technical leadership, ML researchers, and engineers to capture requirements and design scalable solutions \nEvaluate and select the right technologies, toolchains, and design patterns to optimize compute-intensive operations \nGuide the development of benchmarking infrastructure, autotuning frameworks, performance profiling tools, and regression suites \nAdvocate ML performance best practices, influencing framework and compiler enhancements across teams \nProvide technical leadership and mentorship to development teams implementing architectural solutions \nEnsure adherence to security, scalability, and maintainability standards in solution design \nRequirements\nBachelor’s or Master’s degree in Computer Science or equivalent practical experience \n12+ years of software engineering experience, including 5+ years in architecture or technical leadership roles \nIn-depth knowledge of ML frameworks (JAX, PyTorch, TensorFlow) and Core ML concepts \nHands-on expertise in performance optimization at the kernel level targeting TPUs/GPUs \nStrong experience with C++/Python for high-performance computing \nSolid grasp of compiler principles, graph optimizations, and toolchains such as MLIR or OpenXLA \nProven experience designing scalable, production-grade ML systems with emphasis on performance and efficiency \nExcellent communication, stakeholder management, and solution delivery skills \nNice to have\nFamiliarity with emerging hardware accelerators, heterogeneous compute, and scale-out performance patterns \nExperience with autotuning systems, benchmarking methodologies, and performance profiling tools \nContributions to open-source projects in ML performance, kernels, or developer infrastructure \nDemonstrated ability to present architectural solutions to technical and non-technical audiences\nWe offer\nWe gather like-minded people:\nTop tech minds driving innovation in AI, cloud and digital platform modernization\nSupportive team and agile, startup-like culture\nHybrid by design mode and opportunity to work remotely within Poland\nChance to work abroad for up to 60 days annually\nBusiness-driven relocation opportunities\n\nWe provide growth opportunities:\nCareer development programs\nThought leadership, mentoring, soft skills and well-being programs\nCertification (Anthropic, Gemini, GCP, Azure, AWS)\nEnglish classes\n\nWe cover it all:\nStable pay\nParticipation in the Employee Stock Purchase Plan with a 15% discount\nBenefits package (health insurance, multisport, shopping vouchers)\nReferral bonuses up to $2,000\nOffices featuring entertainment and relaxation zones, table tennis and football, free snacks, coffee and more\nCorporate, social and well-being events\n\nPlease, note:\nBenefits listed above are available to employees only\nWe are open for working with Contractors. Terms of B2B cooperation agreements are agreed individually\nWe will reach out to selected candidates exclusively\n\nEPAM is global leader in AI transformation engineering and integrated consulting, serving Forbes Global 2000 companies and ambitious startups. With over thirty years of expertise in custom software, product and platform engineering, we empower our clients to become AI-Native enterprises, driving measurable value from innovation and digital investments.\nTech stack\nSolution architecture\nKernel Optimization\nGPU Programming\nC++\nTPU\nPython\nCompiler Design","description_format":"text","description_chars":4643,"description_truncated":false,"requirements":{"experience_years_min":12,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Growth opportunities","Health insurance"],"hiring_locations":[{"name":"Poland","iso":"PL","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-10-08T23:50:21Z"}],"visa":[],"liveness":{"score":60,"band":"ok","label":"Likely open","p_open":1,"p_active":0.801,"p_room":0.75,"age_days":10,"expected_fill_days":12,"reasons":["seen:10","velocity","win:late","comp:brand"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/epam-systems-poland-solution-architect-kernel-optimization-ml-performance","json_url":"https://alion.io/job/epam-systems-poland-solution-architect-kernel-optimization-ml-performance.json","meta":{"generated_at":"2026-10-17T23:16:39Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":1522,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-18T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":2612641},"rest":"https://alion.io/mcp/rest/get_company?id=2612641"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fepam-systems-poland-solution-architect-kernel-optimization-ml-performance"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fepam-systems-poland-solution-architect-kernel-optimization-ml-performance"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fepam-systems-poland-solution-architect-kernel-optimization-ml-performance"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/epam-systems-poland-solution-architect-kernel-optimization-ml-performance\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fepam-systems-poland-solution-architect-kernel-optimization-ml-performance"}]}