{"id":2944407,"url":"https://alion.io/job/ds-stream-machine-learningai-engineer","title":"Machine Learning/AI Engineer","company":{"id":3926958,"name":"Ds Stream","domain":"dsstream.com","url":"https://alion.io/company/ds-stream","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"contractor","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Warsaw, Poland","Kraków, Poland","Wrocław, Poland","Poznań, Poland"],"countries":["PL"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":160,"max":175,"currency":"PLN","period":"hour","gross":null,"usd_annual":90000},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Databricks","optional":false},{"name":"Docker","optional":false},{"name":"FastAPI","optional":false},{"name":"GCP","optional":false},{"name":"Git","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Pydantic","optional":false},{"name":"Python","optional":false},{"name":"Ragas","optional":false},{"name":"SQL","optional":false},{"name":"Vertex AI","optional":false}],"status":"live","first_seen_at":"2026-10-20T09:40:33Z","employer_posted_date":null,"last_verified_at":"2026-10-20T09:40:33Z","board_verified":false,"closed_at":null,"days_open":4,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":4},"description":"Wymagania\n\nProject Description:\nInternal AI-driven platform designed to automate and standardize repetitive data processing tasks. The system focuses on use cases such as product categorization, context-aware translation, and structured data enrichment.\nOne of the core components, enables users to configure classification pipelines and upload domain-specific knowledge files. Based on this input, the system processes structured datasets (e.g., Excel files with multiple attributes like category, subcategory, size) and assigns accurate values to each field.\nFor example, for a given product the system determines the correct classification (e.g., Shampoo instead of Laundry Detergent) using contextual reasoning.\nThe processing pipeline runs on Databricks (DBR), where dynamic prompt generation and LLM-based inference are used to enrich and classify data at scale. The platform integrates backend services, AI pipelines, and cloud infrastructure to deliver reliable and reusable AI capabilities across business units.\n\nJob Description:\nKey Responsibilities:\nAI Integration: Connect foundational models (via APIs or open-source hosting) to web applications using clean code.\nSystem Optimization: Monitor latency, manage token usage, handle model caching, and implement evaluation frameworks to minimize hallucinations.\nTeam Collaboration: Partner with AI engineers and product teams to translate AI use cases into stable product features.\n\nRequired Technical SkillsLanguages: Strong proficiency in Python (FastAPI, Pydantic)\nAI Orchestration: Hands-on experience with frameworks like LangChain, LlamaIndex, or LangGraph.\nData & Infrastructure: Competency in SQL, Docker, Git workflows, and cloud AI suites (AWS, GCP Vertex AI, or Azure AI).\nAI Standards: Understanding of prompt engineering, evaluations (e.g., Ragas), and tool-connection protocols like MCP (Model Context Protocol).\nPreferable knowledge of AI Factory (PyrogAI IPA/IPA0)\n\nTech stack\nPython\nLangChain\nLanggraph\nAzure\nFastAPI","description_format":"text","description_chars":1993,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["MLOps","Data Engineering & Migration Services"],"lifecycle":[{"event":"open","at":"2026-10-20T18:21:15Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":3,"expected_fill_days":31,"reasons":["seen:3","velocity","win:early"],"computed_at":"2026-10-24T06:02:35Z"},"pay":{"stated_usd_annual":90000,"is_top_pay":false},"html_url":"https://alion.io/job/ds-stream-machine-learningai-engineer","json_url":"https://alion.io/job/ds-stream-machine-learningai-engineer.json","meta":{"generated_at":"2026-10-24T21:33:40Z","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":31711,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-25T00:00:00Z"}},"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":3926958},"rest":"https://alion.io/mcp/rest/get_company?id=3926958"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fds-stream-machine-learningai-engineer"},{"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%2Fds-stream-machine-learningai-engineer"},{"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%2Fds-stream-machine-learningai-engineer"},{"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/ds-stream-machine-learningai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fds-stream-machine-learningai-engineer"}]}