{"id":1092153,"url":"https://alion.io/job/mp-solutions-machine-learning-team-leader","title":"Machine Learning Team Leader","company":{"id":6895,"name":"MP Solutions","domain":"mpsolutions.com","url":"https://alion.io/company/mpsolutions","size_band":null,"is_staffing_agency":false,"employer_type":"services","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"C","score":67,"open_postings":50,"ghost_share":0.46,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":71,"computed_at":"2026-11-11T05:49:22Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"lead","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Budapest, Hungary"],"countries":["HU"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":47000,"max_usd":118000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":1286},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Computer Vision","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Java","optional":false},{"name":"ONNX","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false},{"name":"Quantization","optional":true}],"status":"live","first_seen_at":"2026-09-21T14:56:35Z","employer_posted_date":"2026-09-21","last_verified_at":"2026-11-11T04:31:07Z","board_verified":true,"closed_at":null,"days_open":50,"trust":{"level":"ok","repost_count":0,"flags":["company_stale"],"days_open":50},"description":"Our client is a global leader in cybersecurity for IT, OT, and ICS critical infrastructure. Their end-to-end platform gives enterprises and public sector organizations the critical advantage they need to protect complex networks, secure devices, and meet compliance requirements.\nOver the past 20 years, a consistent commitment to innovative technology has earned the trust of more than 1,700 organizations, governments, and institutions worldwide - cementing the company's role in protecting the world's critical infrastructure and securing our way of life.\nLead, mentor, and empower a team of ML Engineers to own model quality end-to-end-from initial experimentation to a production-ready, handoff-able artifact-for AI/ML detection portfolio, spanning MetaDefender Aether (Threat Pattern Correlator, URL Reputation Predictor, Brand Spoofing Detector, and Web Threat Analyzer).\nYour Role Will be:\nPeople & Performance Management: Conduct regular 1-on-1s to foster career development, provide continuous constructive feedback, remove blockers, and ensure the team's overall well-being\nDaily Work Organization: Drive the team's execution rhythms by leading task prioritization, sprint planning, and resource allocation to ensure predictable, high-quality delivery\nCross-Functional Representation: Champion the team's achievements and roadmap to stakeholders, acting as the primary technical liaison and aligning efforts with Data Science, Development, and Product management teams\nTechnical Roadmap Ownership: Lead model experimentation strategies, prioritizing architectural improvements based on measurable detection accuracy gains and business impact\nEnd-to-End Model Development: Guide the design, training, fine-tuning, and evaluation of ML models across diverse detection modalities (malware similarity search, URL reputation, phishing/brand-spoofing image analysis, and web threat classification)\nQuality & Release Standards: Define model quality metrics, evaluation datasets, and acceptance criteria. Establish strict model release contracts (versioned, runtime-portable artifacts like ONNX, performance benchmarks) for the Java-based Aether backend\nProduction Readiness: Ensure all deployed models meet rigorous operational constraints across cloud, offline, air-gapped, and embedded deployment tiers\nRequirements\nProven experience directly managing or leading technical teams, including conducting 1-on-1s, managing performance, and organizing daily workflows\n3+ years applied ML experience across at least two of: text/content classification, computer vision, similarity search/embedding models, malware, or threat detection\nStrong proficiency in Python and frameworks like PyTorch or TensorFlow, alongside deep experience with model evaluation frameworks\nDemonstrated history of shipping models consumed by other engineering teams with clean, well-documented handoff contracts\nSolid grounding in statistics and rigorous experiment design\nNice to have\nSecurity ML domain experience (malware family classification, phishing detection, URL reputation)\nExperience with model compression or quantization for offline and embedded environments\nBenefits\nStable, growing international company background with an exceptional customer group \nOpportunity to improve your professional skills \nThe newest technology environment \nLanguage course and opportunity for active recreation - kettlebell, football and office massage \nAttractive working environment - nice office full of accessories (fruits every day, coffee, breakfast, tea etc.) \nRegular team events and Happy Hour activities","description_format":"text","description_chars":3582,"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":["IT Consulting & Digital Transformation","Custom Software Development","Enterprise Apps Implementation Partners"],"lifecycle":[{"event":"open","at":"2026-09-21T14:56:35Z"}],"visa":[],"liveness":{"score":62,"band":"ok","label":"Likely open","p_open":1,"p_active":0.822,"p_room":0.75,"age_days":50,"expected_fill_days":71,"reasons":["conf:1","win:late"],"computed_at":"2026-11-11T05:49:22Z"},"pay":null,"html_url":"https://alion.io/job/mp-solutions-machine-learning-team-leader","json_url":"https://alion.io/job/mp-solutions-machine-learning-team-leader.json","meta":{"generated_at":"2026-11-11T08:07:42Z","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":12805,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-12T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":6895},"rest":"https://alion.io/mcp/rest/get_company?id=6895"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmp-solutions-machine-learning-team-leader"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fmp-solutions-machine-learning-team-leader"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fmp-solutions-machine-learning-team-leader"},{"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/mp-solutions-machine-learning-team-leader\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmp-solutions-machine-learning-team-leader"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":1092153}},{"tool":"search_jobs","arguments":{"company":"mpsolutions.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":1092153},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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