{"id":4049172,"url":"https://alion.io/job/parvana-machine-learning-engineer","title":"Machine Learning Engineer","company":{"id":4497295,"name":"Parvana","domain":"parvana.co.uk","url":"https://alion.io/company/parvana","size_band":null,"is_staffing_agency":true,"employer_type":"agency","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Cape Town, South Africa"],"countries":["ZA"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"GCP","optional":false},{"name":"Git","optional":false},{"name":"Kubernetes","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"NLP","optional":false},{"name":"Pandas","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false},{"name":"Vertex AI","optional":false}],"status":"live","first_seen_at":"2026-10-27T08:01:02Z","employer_posted_date":null,"last_verified_at":"2026-10-27T08:01:02Z","board_verified":false,"closed_at":null,"days_open":14,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":14},"description":"Parvana Strategic Sourcing has established itself as a leading provider of permanent and temporary recruitment services to the South African, European and UK marketplace. In addition to this we have enjoyed considerable success in Australia and other part\nDuties & Responsibilities\nLocation: Cape Town | Work Type: Hybrid | Job ID: J107221\n\nAbout our client:\nOur client, a reputable financial services firm listed on the Johannesburg Stock Exchange (JSE), holds a strong belief in the transformative power of incremental progress. They are committed to empowering individuals and businesses alike, offering tailored solutions and expert guidance to help pave the way to success. With a focus on innovation and excellence, they provide secure financial futures through personalised advice and cutting-edge products. Their mission is to support diverse goals and aspirations, enriching lives across every journey.\n\nWhat you will be doing:\n\nDesign, train, and evaluate machine learning models (predictive, deep learning, or NLP/GenAI depending on project needs) to solve complex business problems.\nLead the development of scalable, robust, and automated end-to-end ML pipelines (data ingestion, feature engineering, training, and deployment).\nContribute to the architecture of our ML infrastructure, ensuring models are containerized, deployed efficiently, and easily integrated into core software products.\nImplement continuous monitoring strategies to track model performance, data drift, and latency, driving iterative improvements post-deployment.\nConduct experimentation to evaluate new algorithms, open-source frameworks, and methodology advancements.\nPartner with Data Scientists, Software Engineers, and Product Managers to translate business requirements into technical solutions.\n\nWhat our client is looking for:\n\nA relevant tertiary qualification would be beneficial (Computer Science, Data Science, Machine Learning, etc.).\n3 - 5+ years of professional experience developing, scaling, and deploying ML models in a production environment.\nStrong proficiency in Python and ecosystem libraries (e.g., PyTorch, TensorFlow, scikit-learn, Pandas).\nHands-on experience with cloud platforms (AWS, GCP, or Azure) and MLOps tools (e.g., Docker, Kubernetes, MLflow, or cloud-native equivalents like SageMaker/Vertex AI).\nSolid understanding of statistical modelling, feature engineering, and data manipulation skills (including strong SQL).\nFamiliarity with software engineering best practices, including Git version control, CI/CD pipelines, and writing clean, testable code.\nExcellent communication skills with the ability to explain complex technical concepts to non-technical stakeholders.\n\nFor a more comprehensive list of opportunities that we have on offer, do visit our website - https://www.parvana.co.uk/careers\n\nDesired Experience & Qualification\nPython, PyTorch, TensorFlow, scikit-learn, Pandas, AWS, GCP, Azure, Docker, Kubernetes, MLflow, SageMaker, Vertex AI, SQL, Git, CI/CD, MLOps, Deep Learning, NLP, GenAI","description_format":"text","description_chars":3023,"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":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Financial Services"],"lifecycle":[{"event":"open","at":"2026-11-11T00:58:06Z"}],"visa":[],"liveness":{"score":38,"band":"fade","label":"Fading","p_open":0.85,"p_active":0.499,"p_room":0.9,"age_days":14,"expected_fill_days":25,"reasons":["seen:14","agency","win:mid"],"computed_at":"2026-11-11T05:49:22Z"},"pay":null,"html_url":"https://alion.io/job/parvana-machine-learning-engineer","json_url":"https://alion.io/job/parvana-machine-learning-engineer.json","meta":{"generated_at":"2026-11-11T07:30:51Z","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":11464,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-12T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":4497295},"rest":"https://alion.io/mcp/rest/get_company?id=4497295"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fparvana-machine-learning-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fparvana-machine-learning-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fparvana-machine-learning-engineer"},{"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/parvana-machine-learning-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fparvana-machine-learning-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4049172}},{"tool":"search_jobs","arguments":{"company":"parvana.co.uk","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4049172},"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. 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