{"id":2726167,"url":"https://alion.io/job/wuxi-apptec-computational-machine-learning-leadj24812","title":"Computational / Machine Learning Lead(J24812)","company":{"id":1873617,"name":"WuXi AppTec","domain":"wuxiapptec.com","url":"https://alion.io/company/wuxiapptec","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Beisen","truth_index":{"grade":"B","score":75,"open_postings":35,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-20T05:45:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"lead","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Shanghai, China"],"countries":["CN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":47000,"max_usd":116000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":1199},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"GCP","optional":false},{"name":"GNN","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2026-08-24T15:08:07Z","employer_posted_date":"2026-10-16","last_verified_at":"2026-10-20T23:45:22Z","board_verified":true,"closed_at":null,"days_open":57,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":57},"description":"岗位职责 / Responsibilities\n1. 主导AI药物发现方向的机器学习算法架构设计与技术选型，搭建适配药物研发场景的AI/ML技术体系\nLead the architecture design and technology selection of machine learning algorithms for AI drug discovery, and build an AI/ML technical system adapted to pharmaceutical R&D scenarios.\n2. 带领团队完成生成式AI、深度学习、图神经网络等模型在药物发现场景的研发与落地，覆盖基于结构的药物设计（SBDD）、基于配体的药物设计（LBDD）等核心场景\nLead the team to develop and deploy generative AI, deep learning, GNN and other models for drug discovery scenarios, covering core areas including structure-based drug design (SBDD) and ligand-based drug design (LBDD).\n3. 搭建MLOps工程体系，基于云平台（AWS/GCP）实现算法模型的高效迭代、部署与规模化运行\nEstablish the MLOps engineering system, and realize efficient iteration, deployment and large-scale operation of algorithm models based on cloud platforms (AWS/GCP).\n4. 对接药物研发业务需求，推动算法模型落地验证，确保模型输出能够在湿实验室中得到有效验证，产出真实的药物发现hit结果\nAlign with pharmaceutical R&D business requirements, promote the validation of algorithm models, and ensure model outputs can be effectively verified in wet labs to deliver real drug discovery hits.\n5. 跟踪AI制药领域前沿技术，持续优化技术方案，提升药物发现的效率与成功率\nTrack cutting-edge technologies in the AI pharmaceutical field, continuously optimize technical solutions, and improve the efficiency and success rate of drug discovery.\n任职要求 / Requirements\n基础要求 | Basic Requirements\n学历：计算机科学、计算生物学、机器学习等相关专业，本科及以上学历（硕士、博士优先）\nEducation: Bachelor’s degree or above in Computer Science, Computational Biology, Machine Learning or related fields (Master’s or Ph.D. preferred).\n经验：3年及以上AI药物发现领域相关工作经验，有算法落地到真实药物研发流程的实践经验\nExperience: 3+ years of relevant work experience in AI drug discovery, with practical experience in deploying algorithms to real pharmaceutical R&D workflows.\n技术能力要求 | Technical Competencies\n精通Python编程语言，熟练使用PyTorch、TensorFlow等主流深度学习框架\nProficient in Python programming language, and skilled in mainstream deep learning frameworks such as PyTorch and TensorFlow.\n掌握生成式AI、机器学习、深度学习、图神经网络（GNNs）等核心算法，有药物设计相关算法研发经验\nMaster core algorithms including generative AI, machine learning, deep learning and Graph Neural Networks (GNNs), with experience in algorithm development for drug design.\n熟悉RDKit等药物研发计算工具，了解基于结构的药物设计（SBDD）、基于配体的药物设计（LBDD）相关原理与应用\nFamiliar with pharmaceutical R&D computing tools such as RDKit, and understand the principles and applications of structure-based drug design (SBDD) and ligand-based drug design (LBDD).\n具备MLOps相关实践经验，有AWS或GCP云平台上部署、运维机器学习模型的经验优先\nHave practical experience in MLOps; experience in deploying and maintaining machine learning models on AWS or GCP cloud platforms is preferred.\n加分项 | Preferred Qualifications\n有已落地的机器学习模型项目，且模型成果成功转化为湿实验室验证的药物发现hit（需提供真实落地成效证明，非纯SaaS工具或学术论文成果）\nProven track record of deployed machine learning models that have successfully translated into wet-lab validated drug discovery hits (proof of real-world efficacy is required, not just SaaS tools or academic paper outputs).\n我们欢迎这样的你 | What We Look For\n深耕AI制药领域，对算法落地有深度理解，不局限于理论研究\nDeep expertise in the AI pharmaceutical field, with a thorough understanding of algorithm deployment beyond theoretical research.\n有强烈的目标感，能够推动技术方案在真实药物研发场景中验证价值\nStrong goal orientation, with the ability to drive technical solutions to deliver validated value in real drug discovery scenarios.\n有跨领域协作意识，能够对接药物研发、湿实验团队，共同推进项目落地\nCross-domain collaboration awareness, able to work with pharmaceutical R&D and wet-lab teams to jointly advance project implementation.","description_format":"text","description_chars":3379,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Manufacturing","Drug Discovery"],"lifecycle":[{"event":"open","at":"2026-10-16T16:22:01Z"}],"visa":[],"liveness":{"score":16,"band":"cold","label":"Long shot","p_open":1,"p_active":0.439,"p_room":0.36,"age_days":56,"expected_fill_days":29,"reasons":["conf:3","stale_co","win:tail","crowd:brand"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/wuxi-apptec-computational-machine-learning-leadj24812","json_url":"https://alion.io/job/wuxi-apptec-computational-machine-learning-leadj24812.json","meta":{"generated_at":"2026-10-21T03:34:42Z","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":5305,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-22T00:00:00Z"}},"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":1873617},"rest":"https://alion.io/mcp/rest/get_company?id=1873617"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fwuxi-apptec-computational-machine-learning-leadj24812"},{"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%2Fwuxi-apptec-computational-machine-learning-leadj24812"},{"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%2Fwuxi-apptec-computational-machine-learning-leadj24812"},{"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/wuxi-apptec-computational-machine-learning-leadj24812\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fwuxi-apptec-computational-machine-learning-leadj24812"}]}