{"id":1343122,"url":"https://alion.io/job/publicisgroupe-data-scientist-manager-energy-commodities","title":"Data Scientist - Manager - Energy & Commodities","company":{"id":46462,"name":"Publicis Groupe","domain":"publicisgroupe.com","url":"https://alion.io/company/publicisgroupe","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"iCIMS","truth_index":{"grade":"A","score":100,"open_postings":16,"ghost_share":0,"stale_share":0,"repost_share":0.063,"time_to_fill_p50_days":9,"computed_at":"2026-10-22T06:10:10Z"}},"role":"Data Science","role_family":"Data Science","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Berlin, Germany"],"countries":["DE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":50000,"max_usd":100000,"period":"year","method":"role_country_seniority_unknown","sample_n":61},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"Embeddings","optional":false},{"name":"Feature Store","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Interpretability","optional":false},{"name":"Keras","optional":false},{"name":"Kubernetes","optional":false},{"name":"Machine Learning","optional":false},{"name":"Multimodal AI","optional":false},{"name":"NLP","optional":false},{"name":"NumPy","optional":false},{"name":"Pandas","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"TensorFlow","optional":false},{"name":"Transfer Learning","optional":false},{"name":"Pure Data","optional":true}],"status":"live","first_seen_at":"2026-09-27T16:00:53Z","employer_posted_date":"2026-09-27","last_verified_at":"2026-10-22T05:02:37Z","board_verified":true,"closed_at":null,"days_open":24,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":24},"description":"Company Description\nPublicis Sapient is a digital transformation partner helping established organizations get to their future, digitally enabled state, both in the way they work and the way they serve their customers. We help unlock value through a start-up mindset and modern methods, fusing strategy, consulting, and customer experience with agile engineering and problem-solving creativity. United by our core values and our purpose of helping people thrive in the brave pursuit of the next, our 20,000+ people in 53 offices around the world combine experience across technology, data sciences, consulting, and customer obsession to accelerate our clients’ businesses through designing the products and services their customers truly value.\nOverview\nPublicis Sapient is looking for a Data Science to join our team of bright thinkers and doers.You’ll use your problem-solving creativity to figure out our client’s most complex and challenging problems across different industries. We are on a mission to transform the world, and you will be instrumental in shaping how we do it with your ideas, thoughts, and solutions\nQualifications\nResponsibilities\nPartner with product and business teams to understand challenges, identify opportunities, and frame problems where AI and machine learning can deliver measurable value\nEvaluate and select the most suitable AI approaches, including LLMs, RAG systems, classical ML, or multimodal AI\nDesign and build machine learning pipelines, from experimentation and prototyping to production deployment\nDevelop, fine-tune, and optimize AI models (including LLMs and generative AI models) while ensuring scalability, performance, and responsible use of AI\nSet up and maintain AI/ML development and production infrastructure, leveraging MLOps best practices (CI/CD, monitoring, observability, model versioning)\nBuild robust data ingestion, transformation, and feature engineering pipelines to support high-quality AI applications\nIdentify and curate high-value training datasets, leverage transfer learning, and adapt pre-trained models to business-specific contexts\nCreate APIs, integrations, and tools that enable stakeholders to operationalize AI insights in real-time environments\nHelp stakeholders understand AI outcomes, limitations, and trade-offs, ensuring transparency, interpretability, and alignment with business goals\nContinuously research and recommend emerging AI capabilities (LLMs, multimodal models, autonomous agents) that can improve products or processes\nQualifications\nStrong experience designing, developing, and deploying AI/ML products or models in production• Strong programming skills in Python• Solid experience with data manipulation and ML tooling: NumPy, Pandas, scikit learn, etc• Proven experience building and fine-tuning models with TensorFlow, PyTorch, Keras• Hands-on experience with LLMs, RAG systems and vector databases• Familiarity with NLP, generative AI, prompt engineering, embeddings, and multimodal architectures• Strong understanding of data science methodology, applied statistics, ML/DL, and AI evaluation frameworks• Experience with MLOps and cloud-native development: Docker, Kubernetes, CI/CD, feature stores, model monitoring• Practical experience with cloud AI platforms• Strong algorithmic and problem-solving skills, with the ability to deliver end-to-end solutions under time constraints\nGerman speaking (C1 at least)\n• Consulting background; Background in the Energy and Commodities or Financial Services sector is a plusAdditional Information\nSet Yourself Apart With\nExperience defining AI or data strategies for organizations\n\nHands-on experience with modern AI tools (e.g., generative AI, copilots, automation platforms)\n\nExposure to data architecture, data engineering, or product development\n\nTrack record of driving AI adoption or innovation initiatives within organizations\n\nAdvanced degree in a relevant field (e.g., data science, engineering, business, or similar)\n\nWhat We’re Looking For\nWe’re looking for someone who is:\nEqually comfortable in the boardroom and with a dataset\n\nA translator between business ambition and technical reality\n\nCurious, adaptable, and excited about the fast-moving AI landscape\n\nMotivated to go beyond pure data science into broader problem-solving and innovation","description_format":"text","description_chars":4298,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"German","level":"All levels","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-09-27T16:00:53Z"}],"visa":[],"liveness":{"score":12,"band":"cold","label":"Long shot","p_open":1,"p_active":0.351,"p_room":0.35,"age_days":24,"expected_fill_days":9,"reasons":["conf:1","velocity","win:tail","comp:brand"],"computed_at":"2026-10-22T06:10:10Z"},"pay":null,"html_url":"https://alion.io/job/publicisgroupe-data-scientist-manager-energy-commodities","json_url":"https://alion.io/job/publicisgroupe-data-scientist-manager-energy-commodities.json","meta":{"generated_at":"2026-10-22T08:08:02Z","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":4179,"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":46462},"rest":"https://alion.io/mcp/rest/get_company?id=46462"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fpublicisgroupe-data-scientist-manager-energy-commodities"},{"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%2Fpublicisgroupe-data-scientist-manager-energy-commodities"},{"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%2Fpublicisgroupe-data-scientist-manager-energy-commodities"},{"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/publicisgroupe-data-scientist-manager-energy-commodities\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fpublicisgroupe-data-scientist-manager-energy-commodities"}]}