{"id":2928694,"url":"https://alion.io/job/pwc-etic-machine-learning-senior-associate","title":"ETIC, Machine Learning, Senior Associate","company":{"id":5739,"name":"PwC","domain":"pwc.com","url":"https://alion.io/company/pwc","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":70,"open_postings":2647,"ghost_share":0.507,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":26,"computed_at":"2026-10-23T05:54:15Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Cairo, Egypt"],"countries":["EG"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":68000,"max_usd":176000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":2216},"experience_years_min":4,"visa_sponsorship":true,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agile","optional":false},{"name":"CI/CD","optional":false},{"name":"ETL/ELT","optional":false},{"name":"Git","optional":false},{"name":"Machine Learning","optional":false},{"name":"NumPy","optional":false},{"name":"Python","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"AWS","optional":true},{"name":"Azure","optional":true},{"name":"C++","optional":true},{"name":"Federated Learning","optional":true},{"name":"GCP","optional":true},{"name":"Java","optional":true},{"name":"Keras","optional":true},{"name":"PyTorch","optional":true},{"name":"TensorFlow","optional":true},{"name":"TensorFlow C++","optional":true}],"status":"live","first_seen_at":"2025-08-06T00:00:00Z","employer_posted_date":"2025-08-06","last_verified_at":"2026-10-23T21:33:24Z","board_verified":true,"closed_at":null,"days_open":443,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":443},"description":"Line of Service\nAdvisoryIndustry/Sector\nTechnologySpecialism\nAdvisory - OtherManagement Level\nSenior AssociateJob Description & Summary\nAs a Machine Learning Engineer you will use techniques such as machine learning and natural language processing to realise authentic, data-driven change and solutions.The team reports to the board and commercial executive and works with clients and PwC leadership across our business units to enhance performance and have impact on value creation.Responsibilities\nDesigning and developing data science and machine learning assets for PwC and its clients\n\nContributing effective, useful code to our Data Science codebase\n\nParticipating in constant learning through training and skills development\n\nDeploying and managing machine learning models in production environments, ensuring scalability, reliabilityand performance monitoring\n\nEmbedding Responsible AI practices across the model lifecycle, ensuring fairness, transparency, explainability, bias mitigation and compliance with ethical and regulatory standards\n\nContributing to the strategy and growth of a fast developingdata science capability\n\nCraft and communicate compelling business “stories” based on analytics insight\n\nBusiness case and Proposal development\n\nPresenting findings to senior internal and external stakeholders\n\nBeing part of this technology innovation effort of the Firm\n\nKey Skills Required\n4+ Years Experience\n\nStatistical Analysis & Machine Learning Theory - Excellent understanding of statistics, machine learning techniques and algorithms. Hands-on experience with regression, classification, clustering and other classical statistical models and algorithms - Must have - Advanced\n\nIndependently formulate hypotheses, choose and justify appropriate statisticaltests and interpret results\n\nSelect, implementand tune ML algorithms (e.g. random forests, SVMs, gradient boosting) end-to-end, and explain the mathematical foundations and assumptions behind them\n\nHands-on experience designing and validating models for regression, classificationand unsupervised learning tasks\n\nDeep understanding of bias-variance tradeoff, regularization techniques, and feature selection methods\n\nMachine Learning Lifecycle Management - Experience delivering end-to-end solutions from data sourcing and preprocessing through model deployment and results interpretation - Must have - Advanced\n\nArchitect and execute full pipelines-from data ingestion and feature engineering through model training, validation, deployment, monitoringand retraining, using best practices in reproducibility and CI/CD\n\nTroubleshoot production issues (drift, latency, scaling) and optimisemodels for performance and cost\n\nAgile Methodologies - Ability to work effectively in an agile delivery environment, participatingin sprint planning, stand-upsand retrospectives - Must have - Intermediate\n\nParticipate effectively in sprint planning, daily stand-upsand retrospectives\n\nBreak work into user stories, estimate tasksand collaborate with product owners to groom the backlog\n\nRequirements Gathering & Translation - Skill in partnering with product owners to translate business needs into data science requirements and success metrics - Must have - Advanced\n\nLead interactions with stakeholders to outline clear business objectivesand translate them into measurable data science success metrics.\n\nDraft technical specifications and align on KPIs, risk factors and roadmap milestones\n\nData Science Project Execution - Demonstrable track recordof completing data science projects (professional, academicor personal) with a clear business focus - Must have - Advanced\n\nOwn multiple data science projects from proof-of-concept through delivery, ensuring alignment with business value and timelines\n\nDocument methodologies, maintainreproducible codebases and present actionable insights to senior leadership\n\nPython Programming - Strong programming skills in Python, including libraries like pandas, NumPy, scikit-learn and others for data manipulation and modeling- Must have - Advanced\n\nWrite clean, modular, well-tested Python code\n\nBuild custom utilities or packages, optimize critical code paths (vectorization, parallelism)and manage dependencies\n\nSQL Querying & Data Manipulation - Practical knowledge of SQL for extracting, transformingand loading data from relational databases - Must have - Intermediate\n\nExtract and join complex datasets from relational databases, write performant queries (window functions, CTEs)and perform ETL tasks\n\nVersion Control & Git - Proficiency with Git for source code management, branching strategies, merging, and collaborative workflows - Must have - Intermediate\n\nUse feature branching, pull requestsand code reviews in a team setting\n\nData Science Communication - Ability to articulate complex data science concepts and results clearly to both technical and non-technical stakeholders - Must have - Intermediate\n\nCraft clear, concise narratives around model design, performanceand business impact for both technical and non-technical audiences\n\nDesign and deliver visuals (e.g. dashboards, slide decks, annotated charts) that guide stakeholders through your methodology, resultsand recommended actions\n\nTeam Collaboration & Knowledge Sharing - Enjoy working in cross-functional teams and learning from peers, contributing to collective problem-solving - Must have - Intermediate\n\nMentor junior engineers and foster a culture of continuous learning\n\nContribute to peer code reviews, internal tech talks or knowledge sharing sessions\n\nNice to have\nDeep Learning Frameworks - Proficiency with frameworks such as TensorFlow, PyTorch, Keras, Theano or CNTK for building and training neural networks - Intermediate\n\nCloud Computing Platforms - Experience working in cloud environments (Azure, GCP or AWS), including managing resources, pipelinesand scalable deployments - Intermediate\n\nPrivacy Enhancing Techniques (PETs) - Some experience with homomorphic encryption, federated learning, differential privacy etc. - Intermediate\n\nRelevant experience areas\nMachine Learning, Generative AI, MLOps& CI/CD, Cloud Native ML Services,\nEducation (if blank, degree and/or field of study not specified)\nDegrees/Field of Study required:Degrees/Field of Study preferred:Certifications (if blank, certifications not specified)\nRequired Skills\nOptional Skills\nAccepting Feedback, Accepting Feedback, Active Listening, AI Implementation, Analytical Thinking, C++ Programming Language, Communication, Complex Data Analysis, Creativity, Data Analysis, Data Infrastructure, Data Integration, Data Modeling, Data Pipeline, Data Quality, Deep Learning, Embracing Change, Emotional Regulation, Empathy, GPU Programming, Inclusion, Intellectual Curiosity, Java (Programming Language), Learning Agility, Machine Learning {+ 26 more}Desired Languages (If blank, desired languages not specified)\nTravel Requirements\n0%Available for Work Visa Sponsorship?\nNoGovernment Clearance Required?\nNoJob Posting End Date","description_format":"text","description_chars":6995,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Continuous learning"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Audit & Assurance Firms","Financial Advisory, Valuation & Restructuring","Management Consulting","Tax Advisory & Preparation"],"lifecycle":[{"event":"open","at":"2026-10-20T14:02:03Z"}],"visa":[],"liveness":{"score":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.159,"p_room":0.28,"age_days":443,"expected_fill_days":26,"reasons":["conf:16","stale_co","velocity","ghost","win:tail","crowd:brand"],"computed_at":"2026-10-23T05:54:15Z"},"pay":null,"html_url":"https://alion.io/job/pwc-etic-machine-learning-senior-associate","json_url":"https://alion.io/job/pwc-etic-machine-learning-senior-associate.json","meta":{"generated_at":"2026-10-23T23:06:40Z","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":6296,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-24T00:00:00Z"}},"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":5739},"rest":"https://alion.io/mcp/rest/get_company?id=5739"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fpwc-etic-machine-learning-senior-associate"},{"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%2Fpwc-etic-machine-learning-senior-associate"},{"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%2Fpwc-etic-machine-learning-senior-associate"},{"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/pwc-etic-machine-learning-senior-associate\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fpwc-etic-machine-learning-senior-associate"}]}