Data Engineer

4 days ago

Chicago, Illinois, United States Lorven Technologies Full time
Job Title: Data Engineer - Big Data Solutions

About the Role:

We are seeking a highly skilled Data Engineer to join our team at Lorven Technologies. As a Data Engineer, you will be responsible for designing and developing robust data and analytics solutions that sit atop vast datasets. You will work closely with cross-functional teams to understand business requirements and translate them into machine learning solutions.

Key Responsibilities:

* Collaborate with cross-functional teams to understand business requirements and translate them into machine learning solutions
* Design and develop robust machine learning models and algorithms that solve complex business problems
* Design and develop data and analytics solutions that sit atop vast datasets
* Clean, preprocess, and analyze data to ensure its suitability for machine learning applications
* Implement end-to-end machine learning pipelines, from data collection and feature engineering to model training and deployment
* Select appropriate machine learning techniques and algorithms based on the problem's requirements and constraints
* Perform exploratory data analysis and generate insights to guide model development
* Evaluate and fine-tune machine learning models for performance, accuracy, and reliability
* Deploy machine learning models into production environments, ensuring scalability and maintainability
* Collaborate with technical team to integrate machine learning solutions into applications
* Stay up-to-date with the latest advancements in machine learning and recommend innovative approaches to enhance our capabilities
* Document and communicate machine learning solutions, findings, and insights to technical and non-technical stakeholders

Requirements:

* Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field
* Proven experience as a machine learning engineer, working on complex machine learning projects
* Strong programming skills in languages like Python, R, or similar
* Solid understanding of machine learning algorithms, deep learning frameworks, and statistical modeling techniques
* Hands-on experience with machine learning libraries such as TensorFlow, PyTorch, or scikit-learn
* Proficiency in data preprocessing, feature engineering, and data visualization
* Experience with cloud platforms such as AWS, Azure, or GCP for deploying machine learning models
* Familiarity with version control systems (e.g., Git) and collaborative development practices
* Strong problem-solving skills and ability to troubleshoot and optimize machine learning models
* Excellent communication skills to convey technical concepts to both technical and non-technical stakeholders

Preferred Qualifications:

* Working proficiency in using Python/Scala, Spark (tuning jobs), SQL, Hadoop platforms to build Big Data products & platforms.
* Good programming skills in Java and spring boot and Junit.
* Knowledge in software development test approaches & frameworks
* Familiarity with RESTful APIs and micro-services architectures
* Experience in working with CI/CD
* Experience in working with SQL database like Postgres, Oracle
* Preferably with hands-on experience with Hadoop big data tools (Hive, Impala, Spark)
* Experience with data pipeline and workflow management tools: NIFI, Airflow.
* Comfortable in developing shell scripts for automation.
* Good troubleshooting and debugging skills.
* Proficient in standard software development, such as version control, testing, and deployment
* Demonstrated basic knowledge of statistical analytical techniques, coding, and data engineering
* Ability to quickly learn and implement new technologies
* Ability to Solve complex problems with multi-layered data sets
* Ability to innovate and determine new approaches & technologies to solve business problems and generate business insights & recommendations.
* Ability to multi-task and strong attention to detail
* Flexibility to work as a member of a matrix based diverse and geographically distributed project teams
* Good communication skills
* both verbal and written and strong relationship, collaboration skills, and organizational skills

What We Offer:

* Competitive salary and benefits package
* Opportunities for professional growth and development
* Collaborative and dynamic work environment
* Recognition and rewards for outstanding performance

How to Apply:

If you are a motivated and experienced Data Engineer looking for a new challenge, please submit your resume and cover letter to [insert contact information]. We look forward to hearing from you

Equal Employment Opportunity:

Lorven Technologies is an equal employment opportunity employer. We welcome applications from diverse candidates and are committed to creating an inclusive work environment.

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