{"id":3680833,"url":"https://alion.io/job/kcs-it-data-engineer-with-machine-learning","title":"Data engineer with Machine learning","company":{"id":4374601,"name":"KCS IT","domain":"kcsit.pt","url":"https://alion.io/company/kcs-it","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Lisbon, Portugal","Porto, Portugal"],"countries":["PT"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Azure","optional":false},{"name":"Databricks","optional":false},{"name":"Delta Lake","optional":false},{"name":"Git","optional":false},{"name":"Machine Learning","optional":false},{"name":"pySpark","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false},{"name":"Agile","optional":true},{"name":"Azure Data Factory","optional":true},{"name":"Confluence","optional":true},{"name":"Jira","optional":true},{"name":"Scrum","optional":true},{"name":"Spark","optional":true}],"status":"live","first_seen_at":"2026-11-03T00:00:00Z","employer_posted_date":null,"last_verified_at":"2026-11-03T00:00:00Z","board_verified":false,"closed_at":null,"days_open":4,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":4},"description":"We’re looking for the special, unique and amazing YOU!\n@ KCS IT, we look for the ones that stands out, for those that always wants to be better and fight for it, and for those who has the same values that we do: dedication, energy, integrity, transparency, flexibility, trust, honesty, hard work, proactivity, team work.\nAt KCS we stand for equality and value diversity. We create a safe, diverse environment where opportunities are equal for everyone! We do not discriminate based on age, ethnicity, sexual orientation, gender, disability or any factor other than merit. All applications with skills for the position are welcome!\nWe are looking for an Amazing: Data engineer with Machine learning\nSeniority: Junior-level (2-3 years)\nType of position: Full Remote from Portugal. Candidates need to be already living in Portugal!\nThe amazing you, will have:\n2–3 years of experience in Data Engineering, including involvement in projects involving traditional Machine Learning.\nStrong experience with Azure Databricks.\nGood knowledge of Python, SQL and PySpark.\nExperience with Azure Data Lake Storage and formats such as Parquet and Delta Lake.\nExperience across the full data solution development lifecycle: ingestion, transformation, modelling and data delivery.\nHands-on experience with Machine Learning libraries.\nKnowledge of data preparation, feature engineering, model training, validation and evaluation.\nUnderstanding of concepts such as overfitting, data leakage, train/test split and cross-validation.\nExperience integrating models into data processing pipelines and batch scoring workflows.\nExperience with Git and software development best practices.\nAbility to develop scalable solutions, with a focus on performance and execution costs.\nNice-to-have skills experience with Azure Machine Learning, including training jobs/pipelines, model registration and inference endpoints.\nExperience with Azure Data Factory.\nKnowledge of model monitoring, data drift detection and model retraining processes.\nExperience deploying models through APIs or online endpoints.\nKnowledge of Unity Catalog, data governance and access control.\nExperience working with Agile methodologies, particularly Scrum, and using Jira and Confluence.\nFluent in Portuguese and English.\nMust be in PORTUGAL.\nWhy should you become part of our family?You can develop a career that fits you: your career development is personalized, taking in consideration your needs and goals from a short to long term\nInteresting Challenges Ahead: you can work for several clients from different sectors of activity\nFree training programs: Our training and certification programs in languages, tech, behavior and business will help you to reach your full potential faster\nInternational projects in Benelux: you can gain international experience in Benelux and balance a new way of living with work\nType of projects (depending on the project you might find one of this types of projects):In hybrid Systems: Is important to balance work with socialization, that´s why a hybrid system works for us and for you\nFull Remote projects: If you want to work while you enjoy the comfort of your home\nFull Onsite projects: if you prefere the company of your colleagues!\n\nTake care of your well-being: Enjoy our free nutrition, psychology, general medicine appointments and our yoga and personal training days… all remote\nWho are we? \nFounded in 2008 and based in Lisbon, KCS IT is a consulting company in the field of Information Technology and Services, focused on creating value for our clients through three main areas: Consulting, Outsourcing, Inovation and Training. Our commitment to talent development is unmistakable in the recent opening of the Porto, Leiria and Azores hubs, which aims to develop technology for the national and international market. Since 2018 we have been elected one of the 10 major companies in the “Index of Excellence”, an initiative that aims to reward organizations that invest most in the development and satisfaction of their employees.\nAt KCS IT we defend equality and value diversity. We create a safe, diverse environment where opportunities are equal for all employees!\nWe do not discriminate based on age, ethnicity, sexual orientation, gender, disability or any factor other than merit.\nAll applications with skills for the role are welcome!\nme!\n\nApply here","description_format":"text","description_chars":4351,"description_truncated":false,"requirements":{"experience_years_min":2,"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":["IT Consulting & Digital Transformation","Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-11-03T13:04:30Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":3,"expected_fill_days":24,"reasons":["seen:3","velocity","win:early","comp:junior"],"computed_at":"2026-11-06T05:58:05Z"},"pay":null,"html_url":"https://alion.io/job/kcs-it-data-engineer-with-machine-learning","json_url":"https://alion.io/job/kcs-it-data-engineer-with-machine-learning.json","meta":{"generated_at":"2026-11-07T01:22:10Z","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":3392,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-08T00:00:00Z"}},"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":4374601},"rest":"https://alion.io/mcp/rest/get_company?id=4374601"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fkcs-it-data-engineer-with-machine-learning"},{"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%2Fkcs-it-data-engineer-with-machine-learning"},{"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%2Fkcs-it-data-engineer-with-machine-learning"},{"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/kcs-it-data-engineer-with-machine-learning\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fkcs-it-data-engineer-with-machine-learning"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3680833}},{"tool":"search_jobs","arguments":{"company":"kcsit.pt","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3680833},"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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