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iHorizons · 1 month ago

Senior Developer - Machine Learning

United States

Full-time

Remote

Mid, Senior Level

3+ years exp

iHorizons is seeking a Senior Developer specializing in Machine Learning. The role involves managing the end-to-end data science cycles and developing scalable tools and algorithms based on advanced Machine Learning and Deep Learning methodologies.

Enterprise SoftwareInformation TechnologyInternetMobileSoftware

Responsibilities

Develop and implement advanced predictive models to forecast key business metrics such as sales, customer churn, or product demand

Utilize predictive modeling to optimize customer experiences and other business outcomes

Execute machine learning models, algorithms, and statistical techniques to analyze historical data and ensure scalability and efficiency

Develop and use advanced software programs, algorithms, and query techniques to cleanse, integrate, and evaluate datasets for model inputs

Analyze large and complex datasets to extract actionable insights and identify trends and patterns that can drive business decisions

Identify manual human processes, understand user behaviors, and analyze use cases that can be augmented or automated

Deploy models into production environments and monitor their performance over time

Apply statistical, mathematical, and predictive modeling techniques to build, maintain, and improve real-time decision systems

Interpret results, develop insights within the business context, and provide guidance on risks and limitations

Write the code as per agreed software design rules to keep it aligned with the rest of the code base

Code the final implementation that the generated code is referring to

Follow company software data protection and security guidelines in developing software

Accurately estimate the time needed to complete an assigned task

Identify possible causes of issues or problems

Think through and recommend solutions when raising issues around code, requirements, etc

Write technical design documentation that fully defines all application code

Maintain detailed knowledge of iHorizons products and services

Understand the business impact for labs outcomes

Stay updated on the latest research, learn new applications, tools, and technologies in the fields of data science and machine learning through intensive and focused effort

Collaborate with technical and non-technical business partners to develop analytical dashboards describing ML algorithm findings to stakeholders

Collaborate with other teams to perform code reviews and oversee proper deployment for new releases

Actively mentor and support mid-level and junior developers in their professional growth

Provide guidance on best practices in machine learning, code reviews, and project design

Foster an inclusive and collaborative environment that encourages continuous learning and development within the team

Oversee interactions with vendors and third-party service providers, including collaborating on the design and implementation of technical architectures, and acting as a point of contact for resolving technical issues. Maintain clear communication with internal stakeholders regarding vendor-related activities, updates, and issues to facilitate smooth collaboration and decision-making processes