{"id":170158,"url":"https://alion.io/job/novartis-associate-director-data-science","title":"Associate Director, Data Science","company":{"id":5824,"name":"Novartis","domain":"novartis.com","url":"https://alion.io/company/novartis","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"A","score":85,"open_postings":65,"ghost_share":0,"stale_share":0.569,"repost_share":0.031,"time_to_fill_p50_days":35,"computed_at":"2026-10-21T05:46:15Z"}},"role":"Leadership","role_family":"Leadership","seniority":"head","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Cambridge, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":160300,"max":297700,"currency":"USD","period":"year","gross":null,"usd_annual":297700},"salary_estimate":null,"experience_years_min":8,"visa_sponsorship":false,"relocation_package":false,"has_equity":true,"technologies":[{"name":"Interpretability","optional":false},{"name":"Keras","optional":false},{"name":"Machine Learning","optional":false},{"name":"Pandas","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"Time Series","optional":false},{"name":"TensorFlow","optional":true}],"status":"live","first_seen_at":"2026-06-22T00:00:00Z","employer_posted_date":"2026-06-22","last_verified_at":"2026-10-22T03:45:26Z","board_verified":true,"closed_at":null,"days_open":122,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":121},"description":"Band\nLevel 5Job Description Summary\n#LI-HybridInternal Title: Associate Director\nLocation: Cambridge, MA\nNovartis is a leader in data science and model-informed drug development. We are seeking an experienced Data Science leader to advance data-driven drug discovery and development by integrating advanced analytics, machine learning, and mechanistic modelling approaches.\nIn this role, you will partner with Pharmacokinetic Sciences (PKS) Modeling & Simulation (M&S), Translational Medicine, and multidisciplinary project teams to transform large-scale experimental datasets into actionable insights. You will develop and apply hybrid approaches that combine machine learning with mechanistic modelling (e.g., PK/PD, QSP) to support decision-making from discovery through clinical development.\nYou will contribute to departmental strategy, drive innovation in AI-augmented modelling approaches, and ensure the proactive use of data science and in silico methods to guide compound progression, prioritization, and clinical decision-making.\nThis role reports to the Head of Data Science in the PKS M&S team within Translational Medicine in Biomedical Research.\nJob Description\nKey responsibilities:\nShape and advance AI-driven MIDD by integrating mechanistic modelling and machine learning to bridge biology and clinical outcomes.\n\nDesign and implement hybrid modelling pipelines where mechanistic simulations generate features for machine learning models.\n\nTranslate model-derived biomarkers and mechanistic states into clinically relevant predictions and decision-support tools.\n\nDrive scientifically grounded AI approaches that enhance mechanistic understanding, ensuring rigor, interpretability, and robustness.\n\nDevelop scalable, reproducible workflows integrating data science, mechanistic modelling, and in-house tools.\n\nDefine and implement project-specific in silico modelling and data strategies aligned with key decision questions.\n\nApply and advance currently available data mining and advanced analytics to link molecular structure, ADME properties, and pharmacological outcomes across modalities.\n\nDrive adoption and effective use of in silico models, tools, and data to accelerate decision-making.\n\nCollaborate with PKS, Translational Medicine, and Data & Digital teams to integrate diverse datasets (preclinical, clinical, external).\n\nContribute to translational programs across disease areas and communicate modelling insights to influence decision-making.\n\nStay current with advances in AI/ML and their application to ADME, PK/PD, and drug discovery and development, and proactively evaluate and bring appropriate innovation into practice to improve efficiency and scientific impact.\n\nEssential requirements\nAdvanced degree in life sciences or quantitative discipline (e.g., data science, computational biology, pharmacometrics, bioinformatics, computational chemistry, biomedical engineering or related field).\n\nPhD with 5+ years or MSc with 8+ years of relevant experience in drug discovery or development.\n\nStrong expertise in machine learning, statistics, and data science methods.\n\nDemonstrated experience applying reproducible data science approaches to drug discovery or development.\n\nExperience combining mechanistic modelling and data-driven approaches is strongly preferred.\n\nStrong understanding of ADME, PK/PD, and/or translational modelling concepts.\n\nProficiency in Python and/or R, including software development best practices (version control, testing, documentation).\n\nExperience with machine learning libraries such as scikit-learn, PyTorch, or Keras.\n\nStrong data visualization and exploratory data analysis skills.\n\nAbility to translate complex analytical concepts into clear, actionable insights.\n\nStrong collaboration and communication skills across multidisciplinary teams.\n\nFluency in English (oral and written).\n\nThis is a hybrid role that requires a balance of in-person and virtual working, with an average of 12 days a month on site in Cambridge, MA.\nThe salary for this position is expected to range between $160,300 and $297,700 per year.\nThe final salary offered is determined based on factors like, but not limited to, relevant skills and experience, and upon joining Novartis will be reviewed periodically. Novartis may change the published salary range based on company and market factors.\nYour compensation will include a performance-based cash incentive and, depending on the level of the role, eligibility to be considered for annual equity awards. US-based eligible employees will receive a comprehensive benefits package that includes health, life and disability benefits, a 401(k) with company contribution and match, and a variety of other benefits. In addition, employees are eligible for a generous time off package including vacation, personal days, holidays and other leaves.\nTo learn more about the culture, rewards and benefits we offer our people click here.\nEEO Statement:\nThe Novartis Group of Companies are Equal Opportunity Employers. We do not discriminate in recruitment, hiring, training, promotion or other employment practices for reasons of race, color, religion, gender, national origin, age, sexual orientation, gender identity or expression, marital or veteran status, disability, or any other legally protected status. We strive to create an inclusive workplace that cultivates bold innovation through collaboration and empowers our people to unleash their full potential.\nAccessibility and reasonable accommodations\nThe Novartis Group of Companies are committed to working with and providing reasonable accommodation to individuals with disabilities. If, because of a medical condition or disability, you need a reasonable accommodation for any part of the application process, or in order to perform the essential functions of a position, please send an e-mail to  +1 (877)395-2339 and let us know the nature of your request and your contact information. Please include the job requisition number in your message.\nhttps://www.novartis.com/careers/careers-research/notice-all-applicants-us-job-openings\nSalary Range\n$160,300.00 - $297,700.00Skills Desired\nArtificial Intelligence (AI), Biostatistics, Business Value Creation, Change Management, Curious Mindset, Data Governance, Data Literacy, Data Quality, Data Science, Data Visualization, Deep Learning, Graph Algorithms, Learning Agility, Machine Learning (ML), Machine Learning Algorithms, Nlp (Neuro-Linguistic Programming) And Genai, Organization Awareness, Pandas (Python), Python (Programming Language), R (Programming Language), Sql (Structured Query Language), Stakeholder Engagement, Statistical Analysis, Time Series Analysis","description_format":"text","description_chars":6698,"description_truncated":false,"requirements":{"experience_years_min":8,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":false},"security_clearance":false,"languages":[{"language":"English","level":"Advanced (C1)","optional":false}]},"benefits":["Equity"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Oncology Therapeutics","Neurology & CNS Therapeutics","Immunology & Inflammation Therapeutics","Cardiometabolic Therapeutics"],"lifecycle":[{"event":"open","at":"2026-08-29T22:48:32Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 8 · green card filings: 2","filings_12m":8,"filings_prev_12m":18,"green_card_filings_12m":2,"median_offered_wage_usd":146500,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":0}],"liveness":{"score":13,"band":"cold","label":"Long shot","p_open":1,"p_active":0.456,"p_room":0.28,"age_days":121,"expected_fill_days":35,"reasons":["conf:1","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-21T05:46:15Z"},"pay":{"stated_usd_annual":297700,"is_top_pay":true},"html_url":"https://alion.io/job/novartis-associate-director-data-science","json_url":"https://alion.io/job/novartis-associate-director-data-science.json","meta":{"generated_at":"2026-10-22T04:15:29Z","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":4541,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-23T00:00:00Z"}},"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":5824},"rest":"https://alion.io/mcp/rest/get_company?id=5824"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fnovartis-associate-director-data-science"},{"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%2Fnovartis-associate-director-data-science"},{"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%2Fnovartis-associate-director-data-science"},{"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/novartis-associate-director-data-science\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fnovartis-associate-director-data-science"}]}