{"id":272047,"date":"2024-07-23T10:39:04","date_gmt":"2024-07-23T08:39:04","guid":{"rendered":"https:\/\/welovesalt.com\/\/be\/jobs\/%wpbb_job_industry%\/ml-ops-engineer-banking-client\/"},"modified":"2024-09-06T13:28:28","modified_gmt":"2024-09-06T11:28:28","slug":"ml-ops-engineer-banking-client-272047","status":"archive","type":"wpbb_job","link":"https:\/\/welovesalt.com\/\/be\/jobs\/technology\/ml-ops-engineer-banking-client-272047\/","title":{"rendered":"ML Ops Engineer  &#8211; Banking Client"},"content":{"rendered":"<p><strong>Senior Machine Learning Ops Consultant &#8211; Banking Client &#8211; Brussels<\/strong><\/p>\n<p><strong>Rate: &#8364;600 &#8211; &#8364;900pd<\/strong><\/p>\n<p><strong>Duration: 1 year contract<\/strong><\/p>\n<p><strong>Hybrid working: You will be needed onsite in Brussels for team meetings and workshops<\/strong><\/p>\n<p>We are currently looking for an experienced ML Ops Consultant to join the team on a freelance contract.<\/p>\n<p>As a competency centre for AI\/ML, the team helps improve process efficiency and generate insights using techniques such as predictive modelling, natural language processing, GenAI and mathematical optimization. <\/p>\n<p>Qualifications<\/p>\n<ul>\n<li>You have a proven track record of hands-on experience in the area of AI\/ML\/Advanced Analytics, with special focus on deploying and maintaining AI\/ML models and services in production.<\/li>\n<ul>\n<li>Keywords: AI\/ML application development, testing, serving, monitoring, troubleshooting.<\/li>\n<li>You know how to ensure ML models are reproducible and interpretable.<\/li>\n<li>You have already single-handedly packaged and deployed AI\/ML services to production.<\/li>\n<li>You know how to monitor and maintain AI\/ML services post-deployment.<\/li>\n<\/ul>\n<li>You are proficient in Python<\/li>\n<ul>\n<li>You have 5+ years of work experience with Python, and AI\/ML standard libraries such as pandas, scikit-learn, xgboost<\/li>\n<ul>\n<li>Nice-to-haves: <\/li>\n<ul>\n<li>Data processing libraries and frameworks (pydantic, pandera)<\/li>\n<li>Web frameworks (such as FastAPI, Flask, &#8230;)<\/li>\n<li>CLI frameworks (Typer, Click, &#8230;)<\/li>\n<li>General MLOps tools and frameworks (MLFlow, Azure ML Studio, &#8230;)<\/li>\n<li>Version control tools for ML datasets and models (DVC, Azure ML Dataset, &#8230;)<\/li>\n<li>Monitoring libraries and solutions (such as NannyML, Evidently AI, &#8230;)<\/li>\n<li>Distributed processing libraries and frameworks (such as Ray, Dask, PySpark, &#8230;)<\/li>\n<li>Pipeline-building and orchestration libraries (such as Metaflow, ZenML, Kedro, Airflow, Dagster, &#8230;)<\/li>\n<li>General Python development tool (pytest, coverage, tox, mypy, black, ruff, uv, pip-compile, &#8230;)<\/li>\n<\/ul>\n<\/ul>\n<li>You can write both object-oriented and functional code, and understand concepts such as (de)coupling, coherence, inheritance, composition.<\/li>\n<li>You make sure the code that you and your colleagues write is thoroughly tested (unit, integration, end-to-end, stress\/performance).<\/li>\n<li>You love and regularly use data validation and type hints.<\/li>\n<li>You know how to turn a messy jupyter notebook into a production-grade piece of code.<\/li>\n<ul>\n<li>Although we&#8217;ll apply all possible preventive measure to prevent this from ever happening.<\/li>\n<\/ul>\n<li>You know how to package a python application or library for distribution<\/li>\n<li>You are a proficient GIT user, able to collaborate with multiple developers on multiple repositories, while following best practices related to branching, merging and code reviews.<\/li>\n<\/ul>\n<li>You have a good understanding of Machine Learning algorithms and their applications in NLP.<\/li>\n<li>You have work experience with at least one Cloud Provider, preferably Azure Cloud.<\/li>\n<li>You have experience with Unix\/Linux command line tools and scripting (shell, bash):<\/li>\n<ul>\n<li>VIP club membership if you have at least once ran `rm -rf` on production data.<\/li>\n<\/ul>\n<li>You possess the foundational Data Engineering skills, allowing you to interact with the Data Engineering team, and analyze and troubleshoot data pipelines if needed:<\/li>\n<ul>\n<li>You could handle using SQL to extract, transform and load data (ETL\/ELT).<\/li>\n<li>Experience with the Hadoop ecosystem (Spark, Kafka, Hive, Impala&#8230;) is a plus.<\/li>\n<ul>\n<li>Experience with the Cloudera distribution is an additional plus<\/li>\n<\/ul>\n<\/ul>\n<li>You understand the modern MLOps framework and complexities it adds to DevOps.<\/li>\n<ul>\n<li>You are able to identify the MLOps maturity gaps and provide inputs for modernization efforts.<\/li>\n<\/ul>\n<\/ul>\n<p>Non-technical<\/p>\n<ul>\n<li>You have strong verbal and written communication skills as well as good customer relationship skills to present complex concepts and\/or the results of a use case to different audiences (from end users up to division management).<\/li>\n<li>You have experience of working in large, complex enterprises and have stoically accepted it as your fate.<\/li>\n<li>You are not allergic to legacy technology, yet are always on the lookout for modernization opportunities.<\/li>\n<li>You stay up-to-date with new tools, technologies and approaches within the domain.<\/li>\n<li>You are a well-integrated team player.<\/li>\n<li>You are able to estimate your short-term effort with reasonable accuracy and get the work done in the time frame you commit to.<\/li>\n<li>You successfully swim in the waters of Agile project management techniques (scrum boards, standups, demos, reviews).<\/li>\n<li>You stand to promote MLOps and advocate for its usage and necessity across the organization.<\/li>\n<li>Must love mentoring and sharing knowledge.<\/li>\n<li>Must love dad jokes.<\/li>\n<\/ul>\n<p> <strong> Candidates must be based in either Belgium, France, The Netherlands or the UK (IR35 check needed).<\/strong><\/p>\n<p>Your formal qualifications are the following:<\/p>\n<ul>\n<li>University degree in software engineering OR Data Science\/Machine Learning\/Data Engineering OR a related quantitative field, combined with strong IT skills.<\/li>\n<li>5+ years of experience with Python<\/li>\n<li>2+ years of experience of using DevOps\/CI\/CD practices.<\/li>\n<li>2+ years of experience in deploying AI solutions to production.<\/li>\n<\/ul>\n<p>Please do send across an up to date CV to eobiechefu@welovesalt.com<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/counter.adcourier.com\/ZW9iaWVjaGZ1LjIyNDc1LjEyNDk0QHNhbHQuYXBsaXRyYWsuY29t.gif\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Senior Machine Learning Ops Consultant &#8211; Banking Client &#8211; Brussels Rate: &#8364;600 &#8211; &#8364;900pd Duration: 1 year contract Hybrid working: You will be needed onsite in Brussels for team meetings and workshops We are currently looking for an experienced ML Ops Consultant to join the team on a freelance contract. As a competency centre for&hellip;<\/p>\n","protected":false},"template":"","wpbb_job_industry":[59],"wpbb_job_location":[6795],"wpbb_job_type":[2],"wpbb_job_skill":[],"wpbb_job_locationType":[],"class_list":["post-272047","wpbb_job","type-wpbb_job","status-archive","hentry","wpbb_job_industry-technology","wpbb_job_location-brussels","wpbb_job_type-contract"],"acf":[],"_links":{"self":[{"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/wpbb_job\/272047"}],"collection":[{"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/wpbb_job"}],"about":[{"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/types\/wpbb_job"}],"wp:attachment":[{"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/media?parent=272047"}],"wp:term":[{"taxonomy":"wpbb_job_industry","embeddable":true,"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/wpbb_job_industry?post=272047"},{"taxonomy":"wpbb_job_location","embeddable":true,"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/wpbb_job_location?post=272047"},{"taxonomy":"wpbb_job_type","embeddable":true,"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/wpbb_job_type?post=272047"},{"taxonomy":"wpbb_job_skill","embeddable":true,"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/wpbb_job_skill?post=272047"},{"taxonomy":"wpbb_job_locationType","embeddable":true,"href":"https:\/\/welovesalt.com\/\/be\/wp-json\/wp\/v2\/wpbb_job_locationType?post=272047"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}