{"id":114117,"url":"https://alion.io/job/sonatype-senior-data-scientist","title":"Senior Data Scientist","company":{"id":20428,"name":"Sonatype","domain":"sonatype.com","url":"https://alion.io/company/sonatype","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":{"grade":"A","score":88,"open_postings":10,"ghost_share":0,"stale_share":0.5,"repost_share":0,"time_to_fill_p50_days":46,"computed_at":"2026-11-07T05:47:08Z"}},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":null,"work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Hyderabad, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":28000,"max_usd":55000,"period":"year","method":"role_seniority_country_cell","sample_n":8},"experience_years_min":8,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anomaly Detection","optional":false},{"name":"Databricks","optional":false},{"name":"Hugging Face","optional":false},{"name":"LangChain","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"TensorFlow","optional":false},{"name":"Amazon S3","optional":true},{"name":"Amazon SageMaker","optional":true},{"name":"AWS","optional":true},{"name":"Git","optional":true},{"name":"GitHub","optional":true},{"name":"Java","optional":true},{"name":"Maven","optional":true},{"name":"MLFlow","optional":true},{"name":"Nexus Repository","optional":true},{"name":"pySpark","optional":true},{"name":"Scala","optional":true},{"name":"Sonatype Nexus IQ","optional":true},{"name":"Spark","optional":true},{"name":"Transformers","optional":true}],"status":"live","first_seen_at":"2025-07-29T15:51:16Z","employer_posted_date":"2025-07-29","last_verified_at":"2026-11-08T00:34:47Z","board_verified":true,"closed_at":null,"days_open":466,"trust":{"level":"stale","repost_count":1,"flags":["stale"],"days_open":465},"description":"Who We Are\nSonatype is the software supply chain security company. We deliver the industry’s most complete solution for securing the modern software development lifecycle-from open source intake to production deployment. With tools that proactively detect malicious packages, manage SBOMs at scale, and optimize open source usage, we empower developers to build faster and safer software\nAs the creators of Nexus Repository and stewards of Maven Central, we’ve shaped how developers consume open source for over a decade. Today, more than 15 million developers and 2,000 organizations-including 70% of the Fortune 100-rely on Sonatype to secure and scale their software supply chains.\nThe Opportunity\nWe’re looking for a Senior Data Scientist to join our growing AI & Data Science team. You’ll lead the development of cutting-edge machine learning models to detect malicious behavior, surface anomalies, and enhance security posture across our platform.\n You ’ll work with massive, complex datasets collected from millions of software components and behavioral signals. In this role, you’ll have significant autonomy to explore novel ML and generative AI approaches-and be part of a deeply collaborative cross-functional team alongside data engineers, product managers, and security experts.\nWhat You’ll Do\nOwn the end-to-end development of machine learning models, from research and prototyping through deployment and monitoring\nExplore and apply generative techniques (e.g., GANs, VAEs, LLMs) for fraud detection, anomaly detection, and behavioral analysis\nDesign and implement experiments to evaluate model performance, reliability, and generalization\nPartner with data engineers to build scalable pipelines for data collection, preprocessing, and feature engineering\nConduct exploratory data analysis and statistical modeling to extract insights from structured and unstructured data\nWork closely with product and domain experts to frame problems, translate requirements, and identify impactful opportunities\nStay current on research advancements and assess how emerging methods (e.g., LangChain, HuggingFace models) can improve our platform\nPresent findings clearly to stakeholders-both technical and non-technical-and drive data-driven decision making\nMentor junior team members and contribute to the technical growth of the data science function\nWhat We’re Looking For\n Minimum Qualifications\n8+ years of experience in applied data science, machine learning, or AI research\nStrong foundation in computer science, mathematics, or a quantitative discipline\nDeep experience in generative modeling, deep learning architectures, and anomaly detection\nStrong Python skills and proficiency with ML libraries (e.g., TensorFlow, PyTorch, Scikit-learn)Proven success developing models in production settings with large-scale or noisy data\nStrong grasp of evaluation metrics, cross-validation, and best practices for building trustworthy models\nHands-on experience with Jupyter or Databricks notebooks\nExcellent problem-solving and communication skills, with the ability to simplify complexity\n Bonus Points\nFamiliarity with fraud detection systems or behavioral analytics in a cybersecurity context\nExperience with Databricks, AWS (e.g., S3, EMR, SageMaker), and cloud-native data environments\nExposure to tools like MLflow, HuggingFace Transformers, LangChain, and PySpark\nExperience collaborating with data engineering teams working in Java/Scala\nGit proficiency and comfort with collaborative workflows (GitHub preferred)\nWhy You’ll Love Working Here\nAutonomy + Impact: Lead innovative AI work that directly secures millions of developers\nModern Stack: Work with top-tier tools like Databricks, HuggingFace, and AWS SageMaker\n Collaborative Culture: Join a team that values trust, ownership, and continuous learning","description_format":"text","description_chars":3815,"description_truncated":false,"requirements":{"experience_years_min":8,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Continuous learning"],"hiring_locations":[{"name":"India","iso":"IN","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Application Security","DevSecOps","Developer Tools"],"lifecycle":[{"event":"open","at":"2025-07-29T15:51:16Z"},{"event":"close","at":"2026-09-01T06:51:50Z"},{"event":"reopen","at":"2026-10-30T08:34:28Z"}],"visa":[],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.231,"p_room":0.28,"age_days":465,"expected_fill_days":46,"reasons":["conf:1","stale_co","win:tail","crowd:"],"computed_at":"2026-11-07T05:47:08Z"},"pay":null,"html_url":"https://alion.io/job/sonatype-senior-data-scientist","json_url":"https://alion.io/job/sonatype-senior-data-scientist.json","meta":{"generated_at":"2026-11-08T02:45:44Z","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":5890,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-09T00:00:00Z"}},"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":20428},"rest":"https://alion.io/mcp/rest/get_company?id=20428"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsonatype-senior-data-scientist"},{"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%2Fsonatype-senior-data-scientist"},{"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%2Fsonatype-senior-data-scientist"},{"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/sonatype-senior-data-scientist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsonatype-senior-data-scientist"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":114117}},{"tool":"search_jobs","arguments":{"company":"sonatype.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":114117},"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. Docs: https://alion.io/developers"}}