Halo believes in innovation by inclusion to solve digital problems. As an international agency of over 200 people specializing in interactive media strategy and development, we embrace equity and empowerment in a serious way. Our interdisciplinary teams of unique designers, developers and entrepreneurial minds with a variety of backgrounds, viewpoints, and skills connect to solve business challenges of every shape and size. We empathize to form deep, meaningful relationships with our clients so they can do the same with their audience. Working at halo feels like belonging. Learn more about our philosophy, benefits, and team at
as a senior data scientist, you will work closely with colleagues in development, product engineering, and solution delivery to design and deploy high-quality machine learning models and data pipelines. You will also contribute to setting best practices in data science, engineering methodologies, and model lifecycle management.
responsibilities:
* collaborate with data experts and stakeholders to understand business objectives and identify opportunities for leveraging data to drive decision-making and business growth.
* design and implement advanced data models, algorithms, and statistical analyses to extract meaningful insights from large and complex datasets.
* develop and deploy machine learning models using databricks for predictive analytics, anomaly detection, and other data science applications.
* conduct exploratory data analysis to identify patterns, trends, and correlations in the data, and communicate findings to both technical and non-technical stakeholders.
* stay up to date with the latest advancements in data science, ai, and machine learning techniques, and proactively identify opportunities to apply them to business challenges.
* mentor and provide guidance to junior data scientists, sharing best practices and fostering a culture of continuous learning and improvement.
requirements:
* bachelor's or master’s degree in computer science, statistics, mathematics, or a related field.
* proven experience as a data scientist, with a strong track record of delivering impactful data-driven solutions.
* strong knowledge of both generative ai and traditional ai techniques, including deep learning, natural language processing, and statistical modeling.
* proficiency in programming languages such as python or r, and experience with data manipulation and analysis libraries (e.g., pandas, numpy, scikit-learn).
* strong problem-solving skills and the ability to think critically and creatively to develop innovative data-driven solutions.
* excellent communication and collaboration skills, with the ability to effectively communicate complex technical concepts to both technical and non-technical stakeholders.
* strong attention to detail and the ability to work independently and manage multiple projects simultaneously.
* experience working in a collaborative, cross-functional team environment is highly desirable.
what makes you stand out? (preferred qualifications)
* proficiency in using databricks for data science work, including data preprocessing, feature engineering, model training, and evaluation.
* apply both generative ai and traditional ai techniques to solve complex business problems and optimize processes.
* solid understanding of data visualization techniques and tools (e.g., qlik, tableau, power bi) to effectively communicate complex findings to stakeholders.
additional information:
* 100% remote work.
* salary in usd.
* get to work on challenging projects for the u.s!
seniority level
mid-senior level
employment type
contract
job function
information technology
industries
technology, information and internet
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