{"id":3600780,"url":"https://alion.io/job/mindteck-machine-learning-genai-engineer","title":"Machine Learning / GenAI Engineer","company":{"id":2449310,"name":"Mindteck","domain":"mindteck.com","url":"https://alion.io/company/mindteck","size_band":null,"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":"senior","employment_type":"contractor","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Singapore"],"countries":["SG"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":7000,"max":8000,"currency":"SGD","period":"month","gross":true,"usd_annual":75144},"salary_estimate":null,"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anomaly Detection","optional":false},{"name":"Computer Vision","optional":false},{"name":"Docker","optional":false},{"name":"Java","optional":false},{"name":"KServe","optional":false},{"name":"Kubernetes","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2026-11-02T00:00:00Z","employer_posted_date":null,"last_verified_at":"2026-11-02T00:00:00Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Machine Learning/GenAI Engineer x2 – Focus: Smart Manufacturing & AI Solutions\nCore Responsibilities: \no To design, develop, and deploy advanced AI/ML and Generative AI (GenAI) solutions that optimize manufacturing operations in a high-volume drive production environment. \no This role focuses on leveraging machine learning, predictive analytics, and automation to improve yield, reduce downtime, and enable smart factory capabilities aligned with Industry 4.0 principles.\no Model Development & Deployment\n§ Build and implement machine learning models for predictive maintenance, anomaly detection, and process optimization.\n§ Develop GenAI-powered applications for automated reporting, intelligentchatbots, and simulation of manufacturing scenarios.\n§ Translate research-level algorithms into production-ready solutions using MLOps best practices.\no Data Engineering & Integration\n§ Develop robust data pipelines to collect, clean, and transform sensor, MES, and IoT data for model training and inference.\n§ Integrate AI models with factory control systems and MES for real-time decision-making.\no Predictive Analytics & Quality Control\n§ Apply AI techniques to forecast equipment failures, optimize production schedules, and enhance product quality.\n§ Use computer vision and deep learning for automated defect detection and quality assurance.\no Automation & Continuous Improvement \n§ Implement AI-driven workflows and GenAI-based conversational assistants to reduce manual interventions and accelerate cycle times.\n§ Monitor model performance, detect drift, and automate retraining processes.\no Collaboration & Reporting\n§ Work closely with engineers and IT teams to align AI and GenAI solutionswith factory goals.\n§ Communicate insights and recommendations to stakeholders throughdashboards and natural language summaries generated by GenAI.\nRequired Skills:\no Technical Expertise\no Proficiency in Python, R, or Java; experience with ML frameworks(TensorFlow, PyTorch, Scikit-learn).\no Strong knowledge of machine learning algorithms, deep learningarchitectures, and statistical methods.\no Familiarity with MLOps tools (MLflow, KServe, Docker, Kubernetes) andCI/CD pipelines.\no Domain Knowledge\no Understanding of manufacturing processes, MES systems, and industrialautomation technologies.\no Experience with predictive maintenance, anomaly detection, and real-timeanalytics.\no Data Handling\no Expertise in data preprocessing, feature engineering, and working withlarge-scale sensor/IoT datasets.\no Knowledge of SQL/NoSQL databases and cloud platforms for data storageand model deployment.\no Soft Skills\no Strong problem-solving ability, analytical mindset, and effectivecommunication skills.\nAbility to work in cross-functional teams and manage multiple priorities in a fast-paced environment.\nSkills\nMES, TensorFlow, Machine Learning, Kubernetes, Pipelines, Artificial Intelligence, Application Development, Systems Integration, Predictive Analytics, Computer Vision, Data Engineering, PyTorch, Python, Anomaly Detection, Artificial Intelligence Application, Docker, Manufacturing Execution Systems","description_format":"text","description_chars":3105,"description_truncated":false,"requirements":{"experience_years_min":5,"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":["Embedded Software & RTOS","IT Consulting & Digital Transformation"],"lifecycle":[{"event":"open","at":"2026-11-02T08:30:00Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":30,"reasons":["seen:0","win:early"],"computed_at":"2026-11-02T18:49:14Z"},"pay":{"stated_usd_annual":75144,"is_top_pay":false},"html_url":"https://alion.io/job/mindteck-machine-learning-genai-engineer","json_url":"https://alion.io/job/mindteck-machine-learning-genai-engineer.json","meta":{"generated_at":"2026-11-02T18:49:14Z","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":26321,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-03T00:00:00Z"}},"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":2449310},"rest":"https://alion.io/mcp/rest/get_company?id=2449310"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmindteck-machine-learning-genai-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%2Fmindteck-machine-learning-genai-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%2Fmindteck-machine-learning-genai-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/mindteck-machine-learning-genai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmindteck-machine-learning-genai-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3600780}},{"tool":"search_jobs","arguments":{"company":"mindteck.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3600780},"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); 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