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I'm seeking an expert in SQL Server and automation coding to create a script for row-by-row data comparison testing. Key Requirements: - Expertise in SQL Server - Strong coding skills for automation - Experience with row-by-row data comparison python,sql, pyspark, databricks The data is located in database tables and is in need of thorough testing. The ideal freelancer for this project will have a strong understanding of SQL Server and experience in developing automation scripts for data comparison.
...Data Pipeline with Delta Live Tables and Databricks Asset Bundles Description: This project focuses on designing and deploying a robust data pipeline using Delta Live Tables (DLT) on Databricks. The pipeline ensures high data quality through defined expectations within DLT or an equivalent framework. Once the pipeline is developed and validated, it will be deployed using Databricks Asset Bundles, enabling seamless and scalable management of data workflows. The project will cover the following steps: Pipeline Development with Delta Live Tables: Creating ETL pipelines to process and transform data incrementally. Data Quality Assurance: Implementing expectations to validate and monitor data at every stage of the pipeline. Deployment with Databricks Asset Bund...
I need a professional with deep knowledge and experience in Azure Databricks and PowerBI to assist with my project Your role will primarily involve: - Merging and harmonizing various cloud-based data streams to create a cohesive dataset. - Providing insights on optimal strategies for data integration. - Offering recommendations on best practices for working with Azure Databricks and PowerBI. Ideal skills for this job include: - Proficiency in Azure Databricks and PowerBI. -Proficiency on SQL and Python. - Experience in cloud-based data integration. - Ability to provide strategic advice on data processing.
I'm looking for a freelance resume writer who specializes in tech resumes, particularly for data engineering positions in the UK. My goal is to create a compelling resume that highlights my skills and experiences effectively for mid-level roles. Key Skills to Highlight: - Proficiency in Python and SQL - Experience with Cloud platforms like Azure - Familiarity with Databricks, PySpark, PowerBI, Snowflake, DBT cloud, Azure Data Factory, Synapse Analytics, ETL, CI/CD, Azure DevOPs, C# .Net Most Recent Job Experience: - Data Engineering The ideal candidate for this project should have: - Proven experience in writing tech resumes, particularly for data engineering roles - In-depth understanding of the data engineering field - Ability to articulate and present technical skills and...
I'm seeking an expert who can set up a seamless connection between AWS Airflow and Azure Databricks primarily for data orchestration. The data source for this project will be Amazon S3, where the data is stored in table format and the final output to be stored in Databricks delta table. The ideal candidate will have extensive experience with both AWS and Azure platforms, particularly with Airflow and Databricks. Proficiency in handling and orchestrating data from Amazon S3 is crucial.
I'm in need of a skilled data engineer who can process semi-structured JSON data using Databricks. I want solution using Databricks. Only react if you going to use databricks for my solutions. Requirements: - Data Cleansing: Identifying and correcting errors in the data. - Data Transformation: Modifying the data into a suitable format for analysis. - Data Enrichment: Enhancing the data by adding relevant information from other sources. Ideal candidates should have: - Extensive experience with Databricks. - Proficient in handling semi-structured data, particularly JSON files. - Strong skills in data cleansing, transformation, and enrichment.
Skillset: Terraform, Azure, Azure Databricks (Strong), Azure Data Factory, Azure Networking, SQL Role description: Ability to troubleshoot in an environment that includes Azure, Databricks, Data platform, Terraform and some homebuilt tools Migrating different business segments within Mars off prem onto there Azure environment If things are broken, being able to go into the logs and figure out what's going on Duration : Long term project, looking for job support
I'm facing performance issues with job execution time in Databricks. Specifically, I need to improve processing speed. Ideal skills and experience: - Extensive knowledge of Databricks - Expertise in performance optimization - Experience in improving job execution speed
I'm in need of a seasoned data engineer who has extensive experience with Azure, AWS, and Databricks. The primary focus of this project is data pipeline development. Key Requirements: - Proficiency in Python, Spark, and SQL - In-depth knowledge of data engineering tools and platforms such as Databricks, Azure, and AWS - Experience in developing robust data pipelines - Experience with ETL processes for data extraction, transformation, and loading - Experience in data migration between databases and data warehouses - Expertise in SQL query optimization for performance improvements Ideal Skills: - Data analysis - Familiarity with Hadoop - Data cleaning and preprocessing expertise Please provide your credentials and examples of similar projects you've completed in th...
I'm in need of a seasoned data engineer who has extensive experience with Azure, AWS, and Databricks. The primary focus of this project is data pipeline development. Key Requirements: - Proficiency in Python, Spark, and SQL - In-depth knowledge of data engineering tools and platforms such as Databricks, Azure, and AWS - Experience in developing robust data pipelines Ideal Skills: - Data analysis - Familiarity with Hadoop - Data cleaning and preprocessing expertise Please provide your credentials and examples of similar projects you've completed in the past.
We are building an analytics tool for the financial markets (stock and crypto trading). We have data for over 5000 symbols and we need to run custom python scripts for each of these in o...overall architecture of how we can use PySpark within an AWS environment 2) Currently we use python scripts running in AWS Lambda and also in Fargate 3) We could launch multiple fargate instances for different python scripts but I do not see how that can be a scalable architecture 4) We need to utilize AWS Kinesis and Pyspark to achieve our objective. Alternatively, we could explore something like DataBricks or Snowflake. This is going to be a consultation session of an hour or so with NO CODING involved. If we agree on the plan, then I will post a new project to actually build out the architectu...
I'm looking to create a REST API in Python, which will be hosted in Databricks. This API is based off a SOAP API. The project involves constructing 2-3 example calls, with reference to the SOAP's SDK documentation that I will provide. I need these initial calls so I can understand how to build the rest myself. Key details: - The API should use API Key as the authentication method. - The REST API must support JSON as the data format. - The example calls should demonstrate the use of GET, POST, and PUT HTTP methods. Ideal candidates for this project should have extensive experience with Python, REST APIs, and Databricks. Familiarity with SOAP APIs and creating example API calls would be a significant advantage. Please refer to the provided SOAP API documentation for...
...reputable and experienced full-stack service agency with a strong presence on Freelancer to work on several enterprise clients projects: Requirements for Azure Data Engineer: Experience in designing, building, and maintaining large-scale data pipelines using Azure Data Services (Azure Synapse Analytics, Azure Databricks, Azure Data Factory, etc.) Strong knowledge of data modeling, data warehousing, and ETL/ELT processes Experience with Azure cloud services, including Azure Storage, Azure Databricks, and Azure Active Directory Strong programming skills in languages such as Python, Scala, or .NET Experience with Agile development methodologies and version control systems like Git Requirements for Full Stack Team/Agency: We are looking for a full-stack service agency that c...
I'm in need of a mid-level Azure ETL Developer to assist with my project. The ideal candidate should have hands-on experience with the following Azure ETL tools and services: - Azure Data Factory - Azure Synapse Analytics - Azure Databricks Additionally, the ETL process will need to handle a variety of data sources, including: - SQL Databases - NoSQL Databases - Cloud Storage Services The perfect freelancer for this job should have a solid understanding of these tools and services, as well as experience working with diverse data sources. I look forward to receiving your proposals.
I'm looking for a professional with substantial experience in setting up Azure Databricks. The main goal of this project is to establish a simple, yet efficient Databricks setup on Azure. A single node is sufficient for this task. Once the setup is complete, I need you to run a sample program using PySpark. This will validate the setup and ensure everything is functioning correctly. The primary purpose of this Databricks setup will be focused on data processing and ETL. Ideal skills for this job include: - Extensive knowledge in Azure and Databricks - Proficiency in PySpark - Experience in data processing and ETL
I'm looking for an experienced Databricks and PySpark developer to build a simple function that can retrieve data from a csv file in SharePoint and load it into a Databricks DataFrame. The function should take parameters such as SharePoint path, file name, and format, and return a DataFrame with the loaded data. Key Requirements: - The connection between Azure Databricks and the SharePoint site must be configured correctly. - Configuration of security, secrets, network settings, and/or service principles will be necessary. - The function and its configurations must work seamlessly in my corporate environment. - All configurations should utilize Service Principals for security or Oauth. Network Settings: - The function should be compatible with my current use...
...AI/ML or Databricks Expert Type: Freelance / Contract Location: Global (Remote) Duration: Long-term with recurring opportunities About PRI Global: At PRI Global, we transform businesses by delivering innovative AI, ML, and automation solutions. As part of our DARE AI Labs, we create cutting-edge applications tailored to unique client needs while ensuring scalability, security, and high ROI. We are seeking top-tier AI consultants to collaborate on projects where PRI Global will own the code and intellectual property (IP). In return, consultants will receive recurring revenue opportunities, ongoing maintenance and enhancement projects with our global clients. Key Responsibilities: • Design, develop, and implement AI/ML models tailored to client requirements using tools l...
Summary We are looking for a Senior MLOps Engineer to support the AI CoE in building and scaling machine learning operations. This position requires both strategic oversight and direct involvement in MLOps infrastructure design, automation, and optimization. The person will lead a team while collaborating with various stakeholders to manage machine learning pipelines and model d...learning models on GCP / AWS /Azure ⮚ Hands-on experience with data catalog tools ⮚ Expert in GCP / AWS / Azure services such as Vertex AI, GKE, BigQuery, and Cloud Build, Endpoint etc for building scalable ML infrastructure (GCP / AWS / Azure official Certifications are a huge plus) ⮚ Experience with model serving frameworks (e.g., TensorFlow Serving, TorchServe), and MLOps tools like Kubeflow, MLflow, or...
I'm seeking a seasoned Data Engineer with over 7 years' experience, who can manage and govern our data using Unity Catalog. The engineer will need to seamlessly integrate their work with our fully built-out data architecture. Ideal Candidate Should Have: - Strong expertise in Azure Data Factory (ADF), Azure Databricks, and PySpark. - Proficient in SQL, Azure DevOps (ADO), GIT, and has a basic understanding of PowerBI. - Over 2 years' practical experience with Unity Catalog.
...learning frameworks like TensorFlow, PyTorch, Keras, or Scikit-learn. • Hands-on experience with cloud platforms such as AWS, Azure, or GCP. • Experience in Machine Learning and Neural Network architectures like Ensemble Models, SVM, CNN, RNN, Transformers, etc. • Experience in Natural language processing (NLP) tools: NLTK, Spacy, and Gensim. • Experience in MLOps tools such as Kubeflow, MLflow, or Azure ML. • Knowledge/hands-on experience with workflow tools like Airflow. • Experience with Microservices architecture. • Experience with SQL and NoSQL databases such as MongoDB, Postgres, Neo4j, etc. • Experienced with Rest API python frameworks such as Fast API/Flask/Django. • Excellent problem-solving sk...
Hi, This is a job support role. Mostly you will be working for 2 hours on a daily basis with the developer on zoom call Please confirm following - Early morning est 7 am to 9 am ist Daily 2 hours, Zoom call budget approx 400 /hr You will do an initial connect to get the work understanding. Billing will be started when you feel you are comfortable with the work from the ...Mostly you will be working for 2 hours on a daily basis with the developer on zoom call Please confirm following - Early morning est 7 am to 9 am ist Daily 2 hours, Zoom call budget approx 400 /hr You will do an initial connect to get the work understanding. Billing will be started when you feel you are comfortable with the work from the second session. Please confirm. Required skills- Pyspark, Databricks, snowfla...
I'm looking for a professional who can help me migrate my existing Airflow setup to Databricks. I have 4 data workshops that need to be migrated as soon as possible. Key Project Details: - The main focus of this migration is the data pipeline. - The data integration involved primarily consists of batch processing. - My current Airflow setup is hosted on AWS. Your responsibilities will include: - Tweaking existing Python templates to fit the Databricks environment. - Mocking data scenarios for testing purposes. Ideal candidates for this project should have: - Extensive experience with both Airflow and Databricks. - Proficiency in Python, particularly in the context of data pipeline construction. - Familiarity with AWS cloud services. - Prior experience with bat...
Looking for a experience individual with Databricks Expert with Azure experience to develop a CI/CD pipeline. Key responsibility • Key responsibility is to create a demo. • Databricks Notebook Development • CI/CD Pipeline using GitHub. • Automate deployment of Databricks resources (clusters, jobs, notebooks) across environments (development, staging, production). • Implement testing frameworks for unit, integration, and end-to-end testing within Databricks and the CI/CD pipeline. Key Qualifications: Experience: 5+ years in data engineering and development on Databricks with Azure cloud experience. Technical Skills: • Proficient in Apache Spark, Python, SQL, and Delta Lake. • Strong understanding of Azure DevOps, Git, and...
...Trainer, you will be responsible for delivering engaging and informative training sessions on a variety of data engineering topics. The ideal candidate has over 15 years of experience and is eager to share their expertise to help others grow in this rapidly evolving field. Key Responsibilities: Develop and deliver training sessions on the following topics: Apache Spark PySpark FastAPI Spark NLP Databricks or Snowflake Integrations with cloud platforms (AWS, GCP) Data virtualization (Starburst) Data modeling (Apache Iceberg, Parquet, JSON) Data Lakehouse architecture (Spark and Flink) Apache Airflow Oracle GoldenGate, Informatica Flask Framework, Docker, Kubernetes Pandas Control-M for scheduling MLOps in Data Engineering and Machine Learning Models DataOps, Data Observability/...
I'm a beginner looking to learn Databricks and sql, specifically focusing on Data Analysis. I would like a tutor who can help me learn using ChatGPT as a tool. I haven't selected a specific SQL database yet, so a broad understanding of SQL would be beneficial. The ideal candidate would have extensive experience with Databricks and SQL, and be able to explain complex concepts in a simple, easy-to-understand manner.
As the project manager, I'm seeking a seasoned advisor who can guide me from both a program management and technical perspective on a client project involving Databricks. The project primarily revolves around data analytics and involves the handling of structured data. Key Areas of Advising: - Program Management: I need support on how to effectively steer the project, manage resources, and keep everything on track. - Technical Implementation in Databricks: Guidance on the technical aspects of the project, specifically in Databricks, is crucial. This includes understanding the platform's capabilities and how to leverage them for our data analytics goals. - Client Communication Strategies: Assistance with formulating clear, concise, and effective strategies fo...
DO NOT RESPOND WITH A CHATGPT GENE...hours per week available starting immediately - English Good to Near-Fluency - Able to do videocalls with our Dutch and Indonesian Development team via Teams. Preferred - Experience with crafting data integration specifications/design. - Python - Extensive experience with designing azure architectures and setting up Azure infrastructure (E.g. Resources, Azure data factory, Azure Lakehouse or Databricks, Front Door, Containers). We prefer not to work with agencies. Project scope (~600 hours) - Connecting Didata ERP () to our Company Web app with about 11 API messages/Airflow DAGs. - Setup data sources (incl. private endpoint to our PostgreSQL DB) in Azure, create an SQL DB mirror and create an Azure lake house for Company Web app data.
I'm seeking a professional to develop a rule-based engine that will analyze usage patterns on Databricks clusters and DBSQL. The primary goal of this project is to generate insights on usage patterns, and subsequently provide recommendations for resource allocation and runtime scheduling. Key Requirements: - Extensive experience with Databricks and DBSQL - Proficiency in developing rule-based engines - Understanding of resource allocation and runtime scheduling techniques The ideal candidate will have the ability to create an engine that not only provides insights on current usage patterns, but also optimizes our scheduling based on these findings. This will ultimately assist in more efficient use of our resources.
...for secure storage. Azure App Service for hosting applications. Azure Data Lake Storage for product storage. Azure Databricks Workspace and Cluster (Azure VM) for data processing and job execution. Azure Databricks Jobs for orchestrating data workflows. Unity Catalog for governance and user access control. Microsoft Entra Identity for managing user authentication and access control. Ensure the Azure environment adheres to HITRUST compliance requirements, including security, encryption, and access control. Requirements: Proven experience working with Terraform, particularly in an Azure cloud environment. Strong knowledge of Azure cloud services, including Azure SQL, Databricks, Key Vault, and App Service. Experience in modularizing Terraform codebases for reusabil...
...for secure storage. Azure App Service for hosting applications. Azure Data Lake Storage for product storage. Azure Databricks Workspace and Cluster (Azure VM) for data processing and job execution. Azure Databricks Jobs for orchestrating data workflows. Unity Catalog for governance and user access control. Microsoft Entra Identity for managing user authentication and access control. Ensure the Azure environment adheres to HITRUST compliance requirements, including security, encryption, and access control. Requirements: Proven experience working with Terraform, particularly in an Azure cloud environment. Strong knowledge of Azure cloud services, including Azure SQL, Databricks, Key Vault, and App Service. Experience in modularizing Terraform codebases for reusabil...
...for secure storage. Azure App Service for hosting applications. Azure Data Lake Storage for product storage. Azure Databricks Workspace and Cluster (Azure VM) for data processing and job execution. Azure Databricks Jobs for orchestrating data workflows. Unity Catalog for governance and user access control. Microsoft Entra Identity for managing user authentication and access control. Ensure the Azure environment adheres to HITRUST compliance requirements, including security, encryption, and access control. Requirements: Proven experience working with Terraform, particularly in an Azure cloud environment. Strong knowledge of Azure cloud services, including Azure SQL, Databricks, Key Vault, and App Service. Experience in modularizing Terraform codebases for reusabil...
...for secure storage. Azure App Service for hosting applications. Azure Data Lake Storage for product storage. Azure Databricks Workspace and Cluster (Azure VM) for data processing and job execution. Azure Databricks Jobs for orchestrating data workflows. Unity Catalog for governance and user access control. Microsoft Entra Identity for managing user authentication and access control. Ensure the Azure environment adheres to HITRUST compliance requirements, including security, encryption, and access control. Requirements: Proven experience working with Terraform, particularly in an Azure cloud environment. Strong knowledge of Azure cloud services, including Azure SQL, Databricks, Key Vault, and App Service. Experience in modularizing Terraform codebases for reusabil...
...experienced Terraform developer to update our existing Terraform scripts, ensuring they are error-free and HITRUST compliant. The ideal candidate should have expertise in Azure services and the ability to work with the services depicted in the attached infrastructure diagram, including: Azure SQL Azure Key Vault Azure Databricks (Cluster, Workspace, and Jobs) Azure Data Lake Storage (ADLS) Microsoft Entra Identity (formerly Azure Active Directory) Unity Catalog (Databricks) The goal is to streamline the provisioning of our MeshEnv infrastructure and ensure security best practices are followed, including HITRUST compliance. Responsibilities: Review, update, and debug the existing Terraform scripts. Ensure scripts comply with HITRUST requirements. Automate the provisioni...
I'm seeking a seasoned professional with expertise in SharePoint, PowerApps, and Databricks. Key Responsibilities: - I need assistance primarily with data transformation. This may involve restructuring, cleaning, and optimizing data for use across various platforms. - Workflow automation is another critical component of this project. I want to streamline processes and improve efficiency through the automation of repetitive tasks. Ideal Skills: - Proficiency in SharePoint, PowerApps, and Databricks is a must. - Extensive experience in data transformation is crucial. - Skills in workflow automation will be highly beneficial. If you have a proven track record in these areas, I would love to hear from you.
I'm in need of a specialist to help with the daily data ingestion from SharePoint to Databricks. The primary objective is to facilitate the transfer of lists and metadata. Key Responsibilities: - Set up a reliable, daily data ingestion pipeline from SharePoint lists and metadata into Databricks. - Ensure the integrity and accuracy of the ingested data. - Troubleshoot any issues that arise during the data ingestion process. Ideal Skills: - Extensive experience with SharePoint and Databricks. - Strong understanding of SharePoint lists and metadata. - Proficient in setting up automated data ingestion workflows. - Able to troubleshoot and solve issues independently. I am looking for someone who can ensure a smooth and efficient data transfer process on a daily ba...
I'm looking for a full-ti...full-time Terraform developer ($500/month) with extensive Azure Cloud experience to work closely with me. The primary focus will be on setting up infrastructure using Terraform across several Azure services. Key Services to be Configured: - Azure Databricks - Azure Data Lake Storage (ADLS) - Azure Key Vault - Azure App Service Integration Requirements: - A few existing resources on Azure will need to be integrated with the new setup. Ideal Skills: - Proficient in Terraform - Strong background in Azure Cloud services - Familiarity with Azure Databricks, ADLS, Key Vault, and App Service - Experience in integrating existing Azure resources This is an excellent opportunity for someone who is passionate about cloud infrastructure and eager to ...
I'm looking for a full-t...looking for a full-time Terraform developer with extensive Azure Cloud experience to work closely with me. The primary focus will be on setting up infrastructure using Terraform across several Azure services. Key Services to be Configured: - Azure Databricks - Azure Data Lake Storage (ADLS) - Azure Key Vault - Azure App Service Integration Requirements: - A few existing resources on Azure will need to be integrated with the new setup. Ideal Skills: - Proficient in Terraform - Strong background in Azure Cloud services - Familiarity with Azure Databricks, ADLS, Key Vault, and App Service - Experience in integrating existing Azure resources This is an excellent opportunity for someone who is passionate about cloud infrastructure and eager to ...
I'm seeking assistance with a Python script in Databricks. The script's primary function is to send SQL output via email. The SQL output should be formatted as plain text and as a CSV attachment. Ideal skills for this task include: - Proficiency in Python, particularly within the Databricks environment - Experience with SQL and email automation - Ability to provide clear, understandable explanations of code modifications
I'm seeking a seasoned professional in AI/ML with deep expertise in developing and deploying Machine Learning models using TensorFlow. Experience with MLflow, LLMs, and API development through FastAPI is crucial for this project. Key Skills and Requirements: - Proficient in TensorFlow for model development. - Extensive experience in developing and deploying Machine Learning models. - Skilled in using MLflow for tracking experiments and managing the ML lifecycle. - Proficient in FastAPI for building and optimizing APIs. - Hands-on experience with the Azure stack including Synapse, Spark/Python, SQL Azure, and ADF. - Familiarity with PowerBI and Microsoft SQL Server. If you have these qualifications and are interested in this project, let's connect!
...experienced Terraform developer to update our existing Terraform scripts, ensuring they are error-free and HITRUST compliant. The ideal candidate should have expertise in Azure services and the ability to work with the services depicted in the attached infrastructure diagram, including: Azure SQL Azure Key Vault Azure Databricks (Cluster, Workspace, and Jobs) Azure Data Lake Storage (ADLS) Microsoft Entra Identity (formerly Azure Active Directory) Unity Catalog (Databricks) The goal is to streamline the provisioning of our MeshEnv infrastructure and ensure security best practices are followed, including HITRUST compliance. Responsibilities: Review, update, and debug the existing Terraform scripts. Ensure scripts comply with HITRUST requirements. Automate the provisioni...
...relational databases such as MySQL, PostgreSQL, or similar. Understanding of data warehousing principles and best practices. Familiarity with data pipeline orchestration tools like Airflow or similar. Experience working with big data technologies such as Hadoop, Spark, or similar frameworks. Solid Software Engineering Skills Familiarity with cloud platforms (AWS, Azure, GCP). Experience with Databricks is a plus but not required. Skills: Strong programming skills in Python. Excellent problem-solving and analytical skills with a focus on data. Effective communication and collaboration skills Empathetic and able to understand client’s and teammates Ability to work independently and take ownership of projects. A passion for learning and staying up-to-date with the latest data...
I'm in need of a professional who can help design and implement a robust data lakehouse. The primary purpose of this data lake is to facilitate big data analytics and ML using Azure Databricks or Microsoft Fabric Key responsibilities and requirements: - Create a data lake that integrates sensor/IoT data and transactional data. - Design the system with a focus on big data analytics. - Ensure the data lake is scalable and efficient for large data sets. - Architecture should be secure Ideal qualifications: - Extensive experience with data lake solutions. - Proficiency in handling and integrating various data types, particularly sensor/IoT data and transactional data. - Strong background in data architecture for big data analytics. Should be available for long term engagement be...
I'm seeking a technically savvy professional to provide support in the realm of software development, specifically with Python. Ideal Skills and Experience: - Proficient in Python programming language - Proficient in Databricks - Extensive experience in software development - Problem-solving and analytical skills - Able to work independently and as part of a team - Excellent communication skills to explain complex technical issues in a simple way
I'm seeking a seasoned professional in Databricks and Python, with experience in utilizing the Nexus repository. The primary focus of this project is data engineering, with a specific emphasis on the accuracy of task automation. Key Responsibilities: - Design and implement robust data engineering solutions using Databricks and Python. - Ensure the accuracy of automated tasks, with a meticulous attention to detail. Ideal Skills and Experience: - Proven track record in data engineering. - Extensive experience with Databricks and Python. - Familiarity with Nexus repository. - Strong commitment to delivering accurate results.
...responsibilities will include: - Automating machine learning workflows - Setting up CI/CD pipelines - Managing data pipelines with Databricks - Leading the transition from DevOps to MLOps - Implementing Infrastructure as Code (IaC) to automate infrastructure deployment in Azure Collaboration is key in this role. You will: - Work closely with our data scientists, software engineers, and IT operations teams - Collaborate with development and IT teams to refine and enhance our DevOps best practices - Provide technical guidance and support on Azure DevOps, Databricks, and MLOps Your qualifications should ideally include extensive experience with Azure DevOps and Databricks, a strong understanding of MLOps, and proven expertise in automating machine learning workflow...
...with integrating and debugging MLFlow, Docker, and Prometheus. The project is time-sensitive and any delay could impact the overall timeline. I'm facing configuration issues with MLFlow and Airflow, specifically with plotting and artifact logging. I am training a model in airflow, the metrics and parameters are correctly logged to the UI localserver, but I cannot see the artifacts / plot of a plotting function. This must be fixed. This is impacting my ability to track training metrics and model visualizations. I need an expert in MLFlow and Airflow who can help me debug and configure these components urgently. Time is of the essence, so I appreciate swift and effective solutions. It will not take more than one hour maximum. Ideal Skills: - Proficiency with ...
I'm facing configuration issues with MLFlow and Airflow, specifically with plotting and artifact logging. I am training a model in airflow, the metrics and parameters are correctly logged to the UI localserver, but I cannot see the artifacts / plot of a plotting function. This must be fixed. This is impacting my ability to track training metrics and model visualizations. I need an expert in MLFlow and Airflow who can help me debug and configure these components urgently. Time is of the essence, so I appreciate swift and effective solutions. It will not take more than one hour maximum.
I need an expert to finalize the monitoring of my ML pipeline project. The pipeline is operational with Airflow and Docker, but I require assistance in completing model tracking on MLFlow and environment oversight with Prometheus. Ideal Skills: - Proficient in MLFlow and Prometheus. - Experienced with Airflow and Docker. - Strong understanding of performance metrics in machine learning. - Capable of setting up efficient monitoring systems. I have an ML pipeline project up and running, with Airflow and Docker. Please complete monitoring of models on MLFlow and monitoring of Airflow environment on Prometheus. Also, I would like the DAG I have configured to be replicated - one that uses existing pipeline training the model, and another that uses the trained model .pkl ...
