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Machine Learning / Data Science Engineer

CapTech ConsultingPhiladelphia
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Bachelor's degree in a relevant field or equivalent experience. Demonstrated experience in manipulating and analyzing large datasets (multi-billion records). Proficient in developing data-driven solutions using Python, Scala, or similar programming languages. Strong skills in SQL, Spark, NoSQL, and cloud data processing frameworks in production environments. Experienced with containerization technologies (e.g., Docker) and microservices architecture. Knowledgeable in data warehousing tools/environments such as Snowflake, Databricks, Azure SQL, and Amazon RDS. Adept at framing data-driven challenges based on cross-industry business requirements. Experience applying analytical techniques across various business domains, including customer analytics, marketing, finance, and digital channels. Hands-on experience in implementing production-scale machine learning systems in domains such as personalization, natural language processing, and risk scoring.

About the job

As a Machine Learning Engineer at CapTech, you will play a pivotal role in crafting and executing innovative data-driven solutions tailored for our diverse clientele. Your primary focus will be on the design and deployment of scalable machine learning systems within enterprise environments. At CapTech, we foster a collaborative atmosphere that encourages knowledge sharing and continuous learning among our analysts, architects, and clients.

Key Responsibilities:

  • Collaborate with clients, data scientists, engineers, and cross-functional teams to develop comprehensive end-to-end machine learning solutions, identifying novel approaches in machine learning and data science that fulfill business objectives.
  • Translate client requirements into data-driven models and analytical frameworks.
  • Handle and process extensive datasets across various enterprise-level data platforms such as AWS, Azure, and GCP.
  • Design, develop, and implement advanced analytical solutions utilizing client data, including recommender systems, natural language processing, and risk scoring.
  • Optimize and scale machine learning systems to meet client specifications effectively.
  • Contribute to the growth of CapTech’s Machine Learning and Data Science practices through client presentations, proposal writing, participation in business development events, and mentorship of junior data scientists and engineers.

About CapTech Consulting

CapTech is an award-winning consulting firm dedicated to empowering clients to unlock potential through the transformative power of technology. Our team is passionate about the impact of our work and the results we achieve for our clients. Since our inception, our founders have been committed to building lasting relationships that withstand the test of time. Today, we partner with a range of clients, from Fortune 100 companies to mid-sized businesses and government agencies across the nation, helping them realize their strategic goals.

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