{"id":873378,"url":"https://alion.io/job/ksb-machine-learning-engineer","title":"Machine Learning Engineer","company":{"id":712788,"name":"KSB","domain":"ksb.com","url":"https://alion.io/company/ksb-4","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"C","score":67,"open_postings":207,"ghost_share":0.546,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":28,"computed_at":"2026-10-17T05:46:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":["Grovetown, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":101000,"max_usd":222000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":348},"experience_years_min":1,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Docker","optional":false},{"name":"FastAPI","optional":false},{"name":"Git","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"Linux","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Matplotlib","optional":false},{"name":"MLFlow","optional":false},{"name":"NumPy","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SciPy","optional":false}],"status":"live","first_seen_at":"2026-07-06T00:00:00Z","employer_posted_date":"2026-07-06","last_verified_at":"2026-10-17T20:23:01Z","board_verified":true,"closed_at":null,"days_open":103,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":103},"description":"KSB is a leading supplier of pumps, valves and related service. Our reliable, high-efficiency products are used in applications wherever fluids need to be transported or shut off, covering everything from building services,industry and water transport to waste water treatment, power plant processes and mining. Founded in 1871 in Frankenthal, Germany, the company has a presence on all continents with its own sales and marketing organisations and manufacturing facilities. Around the globe, more than 190 service centres and around 3,500 service specialists are on hand to provide local inspection, servicing, maintenance and repair services under the KSB SupremeServ brand. Innovative technology that is the fruit of KSB’s research and development activities forms the basis for the company’s success.\nPeople. Passion. Performance. It is these three success factors that make KSB the company it is today.\nAt KSB, we recognise that it is people who actually make the difference - the people we employ and the people we serve. This is why we are committed to equal rights and treatment worldwide and never lose sight of the aspects ecology and sustainability when manufacturing our products.\nMachine Learning Engineer\nKSB GIW, Inc.\nDepartment: Engineering, Research & Development\nReports to: Metallurgical and Materials R&D Lab Manager\nLocation: Grovetown, GA, USA (onsite)\nShift: First\nFLSA Status: Salary Exempt\nOVERVIEW:\nOur R&D group is expanding its use of machine learning to solve real engineering problems, and we’re looking for a sharp, hands-on early-career engineer to join the team.\nYou’ll work at the intersection of machine learning and the physical world to build AI systems that learn from real industrial data and connect with the engineering models behind them. The role lives where machine learning meets scientific computing: surrogate modeling, data-driven approximations of physical systems, and ML models that respect the underlying engineering principles.\nYou’ll build the data foundation that powers this work, implement and train models that bridge physics-based simulation with modern machine learning, and work closely with an experienced technical lead who will guide your growth across data engineering, scientific ML, and emerging AI tooling.\nRESPONSIBILITIES:\nBuild and maintain the data foundation: ingestion, cleaning, transformation, validation, and metadata standards\nImplement and train machine learning models using Python and modern frameworks (PyTorch)\nContribute to applied AI tooling that supports the broader R&D workflow\nDevelop visualization and dashboard interfaces that present results to end users\nRun experiments, track results, and report findings against defined targets\nHelp bring prototype code to production quality: testing, documentation, version control\nCollaborate with team members across engineering disciplines\nQUALIFICATIONS:\nEducation: Bachelor’s degree required; master’s preferred in Computer Science, Engineering, Applied Math, Physics, or a related field\nExperience: 1-3 years of professional or substantial project experience in machine learning, data engineering, or scientific computing\nSKILLS / COMPETENCIES\nRequired:\nSolid Python skills with hands-on experience using core libraries:Machine learning: PyTorch, scikit-learn\nData: NumPy, pandas\nScientific computing: SciPy, Matplotlib\n\nFoundational understanding of scientific computing: numerical methods, simulation concepts, or modeling of physical systems - this is essential to the role\nFoundational understanding of neural networks, model training, and optimization\nExperience with version control (Git) and working in a Linux environment\nStrong written and verbal communication skills\nCollaborative, coachable attitude\nPreferred:\nExperience building and maintaining data pipelines, metadata schemas, and data quality frameworks\nExposure to scientific / physics-informed machine learning (surrogate modeling, embedding physical constraints into ML models)\nBackground in CFD, simulation, computational mechanics, or applied physics\nFamiliarity with agentic AI / LLM frameworks (LangChain, LangGraph, or similar) enough to collaborate effectively, not lead\nExperience with Jupyter, Docker, MLflow, or FastAPI\nFront-end / dashboard development experience (React)\nCloud compute (AWS or Azure) and GPU-based training\nCoursework or research projects in numerical methods, engineering, or applied science\nPHYSICAL REQUIREMENTS:\nPrimarily desk-type duty\nKSB Group is an equal opportunity employer that is committed to diversity and inclusion in the workplace. We prohibit discrimination and harassment of any kind based on race, color, sex, religion, sexual orientation, national origin, disability, genetic information, pregnancy, or any other protected characteristic as outlined by federal, state, or local laws.\nThis policy applies to all employment practices within our organization, including hiring, recruiting, promotion, termination, layoff, recall, leave of absence, compensation, benefits, training, and apprenticeship. KSB makes hiring decisions based solely on qualifications, merit, and business needs at the time.\nWe value employees who take the initiative and are committed to our company; Employees who take responsibility and for whom business success is the focus of their actions. In return, we offer fair framework conditions for collective wages and pensions, flexible working time models, individual training opportunities and the best career prospects.","description_format":"text","description_chars":5495,"description_truncated":false,"requirements":{"experience_years_min":1,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":["Flexible schedule"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Manufacturing"],"lifecycle":[{"event":"open","at":"2026-09-13T18:44:28Z"}],"visa":[],"liveness":{"score":5,"band":"cold","label":"Long shot","p_open":1,"p_active":0.161,"p_room":0.28,"age_days":103,"expected_fill_days":28,"reasons":["conf:16","stale_co","velocity","ghost","win:tail","crowd:junior,brand"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/ksb-machine-learning-engineer","json_url":"https://alion.io/job/ksb-machine-learning-engineer.json","meta":{"generated_at":"2026-10-17T23:11:29Z","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":1437,"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":712788},"rest":"https://alion.io/mcp/rest/get_company?id=712788"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fksb-machine-learning-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%2Fksb-machine-learning-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%2Fksb-machine-learning-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/ksb-machine-learning-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fksb-machine-learning-engineer"}]}