Qualifications
Bachelor's degree in a relevant field or a comparable blend of education and experience. Proven experience in manipulating and analyzing large datasets (multi-billion records). Hands-on expertise in developing data-driven solutions using Python, Scala, or similar programming languages. Strong proficiency in SQL, Spark, NoSQL, and/or cloud data processing frameworks in production environments. Experience with containerization technologies (e.g., Docker) and microservices architecture. Familiarity with data warehousing tools/environments, including Snowflake, Databricks, Azure SQL, and Amazon RDS. Ability to articulate data-driven challenges based on cross-industry business requirements. Experience applying analytical techniques across diverse business sectors such as customer analytics, marketing, finance, and digital channels. Hands-on experience in implementing large-scale machine learning systems across various domains (e.g., personalization, natural language processing).
About the job
At CapTech, our Machine Learning Engineers play a pivotal role in crafting and executing data-driven strategies tailored for our clients. We focus on developing and deploying scalable machine learning systems within enterprise contexts. Our collaborative workplace fosters continuous learning and knowledge sharing among our analysts, architects, and clients.
Key responsibilities of the Machine Learning Engineer role include:
- Collaborating with clients, data scientists, engineers, and cross-functional teams to implement comprehensive machine learning solutions while exploring innovative data science techniques to address business challenges.
- Translating client requirements into analytical frameworks and data-driven models.
- Processing and analyzing extensive datasets across various enterprise data platforms (e.g., AWS, Azure, GCP).
- Creating, developing, and deploying advanced analytical models using client data (e.g., recommendation systems, natural language processing, risk assessment).
- Optimizing and scaling machine learning systems to meet client specifications effectively.
- Enhancing CapTech’s Machine Learning and Data Science initiatives by delivering client presentations, crafting proposals, participating in business development activities, and mentoring junior data scientists and engineers.
About CapTech Consulting
CapTech is a leading consulting firm renowned for its commitment to harnessing technology to unlock potential for our clients. Our passion for impactful work drives us to build enduring relationships that withstand the test of time. We partner with an array of clients, from Fortune 100 corporations to mid-sized businesses and government agencies nationwide.
