Lead ML Ops Engineer
7 days ago
Posting Type
Hybrid
Job Overview
About AI at RelativityIn the past two years, billions of documents have already benefited from the insights of Relativity AI - and we are just getting started on our journey to use AI to improve each user experience, product, matter, and investigation at Relativity. We are focused on helping our users discover the truth more quickly, and act on data with confidence.
We are focused on algorithm excellence, to provide the most robust and trusted experience possible.
We are creating a world class toolset tosolve complexchallenges quickly and iteratively.
AI will be leveraged everywhere, in all stages of the discovery process to better manage cases and to optimize product operations.
As a team, we believe in exploration, experimentation, and bringing your curiosity to work every day. We know that you can't innovate without experimentation - and a little failure happens on the path to invention. We use the latest and greatest to ensure we are the best. We strive to experiment, ship, and learn every day.
About Data Science at Relativity
Relativity's scale and breadth create tremendous variety for rich data exploration and insights; our market position and scaled products mean our models and insights can quickly be in the hands of our users.
Great insights can't happen without great data, and the best insights come from massive data. Our data infrastructure and engineering ensure that the breadth of Relativity data is available for insights, confidential data is kept confidential, and data is always protected, and we are investing heavily in data pipeline and data lake technology moving forward.
If you're looking for a data rich environment that is already heavily using AI, with at-scale challenge and a ton of innovation and experimentation ahead, you will find yourself at home on the AI team within Relativity. The team is small but growing fast; you'll have a huge impact in shaping the culture, best practices, and vision of how machine learning and AI are utilized at Relativity. You'll have the freedom to experiment with and participate in deciding which big data, deep learning and NLP tools are right for Relativity on an ongoing basis. We seek collaborative builders who want to move fast and love a challenge.
Job Description and Requirements
Responsibilities:
Lead a team of engineers from a technical perspective, focused on data science enablement, automation, and model management.
Design and build a CI/CD framework for releasing and maintaining models using the best available cloud and open-source technologies.
Design machine learning solutions with the appropriate delivery timelines, extensibility, performance, and scale.
Plan larger data science and machine learning efforts in conjunction with data scientists and product managers, minimizing risks and maximizing opportunities.
Collaborate with Relativity's security team to ensure that our data science platform protects our customers data.
Collaborate with data engineering to assure accuracy, integrity, and compliance of cleansed data to ensure model performance.
Collaborate with product managers, data engineers, data scientists focused on innovation and new product development.
Design, communicate, and deploy our machine learning operations processes and platforms (i.e. ML Ops).
Explore datasets to identify opportunities for machine learning and business impact.
Prototype new machine learning technologies to find opportunities to reduce costs, gain efficiencies, unlock insights, or facilitate new product development.
Contribute towards project work and model technical acumen via hands on contributions, coaching, code review, and system design review.
Communicate across the broader AI team, keeping the team aware of AI platform innovation, learning opportunities, and future areas of innovation.
Deploy and monitor highly available data science solutions via CI/CD with health and performance metrics.
Optimize deployed models to tune for performance and cost optimization using techniques such as sparsity, compression, quantization, and pruning.
Minimum Qualifications:
Years of experience engineering software systems.
3+ years of industry experience in machine learning-focused roles and big data environments.
2+ years of leading a team from a technical perspective.
Fluent in Python, Java, or Scala.
3+ years of experience with Docker.
3+ years of experience creating resources on AWS, Azure, or GCP using infrastructure as code (e.g., AWS CloudFormation, AWS CDK, Terraform, CDKTF, Pulumi, etc.).
1+ year of experience with Prefect, Airflow, or an analogous tool.
1+ year of experience with Helm and Kubernetes.
Ability and desire to teach and mentor teammates in the use of applied data science and data processing technologies.
Prior experience owning and maintaining a major system within a business from a technical and architecture perspective.
Broad and conceptual knowledge of key data science approaches with an understanding of typical tradeoffs between approaches.
Experience maintaining and monitoring deployed data science solutions for performance and algorithmic health.
Preferred Qualifications:
-
Advanced degree in Computer science, Mathematics, Statistics, or Artificial Intelligence.
Experience with Azure cloud environment and Azure's big data infrastructure, data processing, and data science toolset.
Participation in open competition (Kaggle, Leetcode), and contributions.
Experience building or deploying models using frameworks such as Tensorflow, Keras, or PyTorch.
Demonstrated deep experience in a particular area of data science (computer vision, NLP, etc).
Experience deploying solutions in big data processing frameworks such as Apache Spark, Hadoop, EMR, and Kafka.
Experience tuning data processing engines such as Spark to optimize costs, resource consumption, and execution times.
Experience with ML Flow or Kubeflow.
Experience in a DevOps, infrastructure, or site reliability team or function.
Relativity is committed to competitive, fair, and equitable compensation practices.
This position is eligible for total compensation which includes a competitive base salary, an annual performance bonus, and long-term incentives.
The expected salary range for this role is between following values:
$150,000 and $224,000The final offered salary will be based on several factors, including but not limited to the candidate's depth of experience, skill set, qualifications, and internal pay equity. Hiring at the top end of the range would not be typical, to allow for future meaningful salary growth in this position.
-
Cloud Solutions Architect Position
1 week ago
Charleston, West Virginia, United States G2 Ops Inc Full timeJob SummaryWe are seeking an experienced Cloud Solutions Architect to join our team at G2 Ops Inc. This exciting opportunity will have the chance to work on various aspects of cloud computing, containerization technologies, and data management.About UsG2 Ops Inc is a small business with big capabilities in cyber security architectural analysis, model-based...
-
Charleston, West Virginia, United States Motion Recruitment Full timeJob Title: Lead AI and Machine Learning Software DeveloperJob DescriptionWe are seeking a highly skilled Lead AI and Machine Learning Software Developer to join our team at Motion Recruitment. This is a unique opportunity to work on cutting-edge AI and ML projects, collaborating with subject matter experts to build out training datasets and preprocess...
-
Lead Applied Data Scientist
3 days ago
Charleston, United States Oracle Full timeOracle Lead Applied Data Scientist - Charleston, West Virginia Oracle Corporation's 'SaaS Engineering' team is setting up an exciting new team to work on advances in service reliability with teams of autonomous AI agents. This initiative aims to develop a robust system using advanced ML/AI tools to analyze system logs, predict failures, and autonomously...
-
Lead Process Engineer V
2 months ago
Charleston, United States CDI Engineering Solutions Full timeCompany: CDI Engineering SolutionsPosition: Lead Process Engineer VLocation: Charleston, WVOverview:“Together We Make Life Better”. Our quality engineering, sustainable solutions and safety record inspire everything we do. Our diverse and inclusive workforce allows for all employees to feel valued and safe to give their opinions and improve our company....
-
Lead Transit Infrastructure Design Engineer
1 week ago
Charleston, West Virginia, United States Parsons Corporation Full timeJob OverviewWe are seeking a seasoned Senior Structural Engineer to lead our transit facilities division, collaborating with engineers and architects to deliver cutting-edge projects.Key ResponsibilitiesDevelop and implement structural designs for the transit infrastructure industry, working closely with project managers and clients to ensure code-compliance...
-
Mechanical Designer
1 month ago
Charleston, United States LEAD Staffing Full timeJob DescriptionJob DescriptionWe are hiring a Mechanical BIM Designer with experience in Revit MEP, Auto CAD, and Navisworks in Construction industry. Must proven experience in the mechanical construction industry with extensive knowledge of HVAC duct, HVAC piping, and Pluming Systems.Why work for us:Benefits of working with us:An outstanding, fun, and...
-
Charleston, Illinois, United States Primient Full timeAbout PrimientAs a market leader in ingredient manufacturing, we are investing in people, plant, and technologies to drive growth and innovation.We are an industry leader with proven products, six manufacturing plants, and 1500+ employees. Yet, we remain entrepreneurial and open to change, using renewable sources to produce plant-based ingredients for...
-
Civil Engineer Project Lead
2 weeks ago
Charleston, West Virginia, United States Gpac Full timeAbout Our PartnerOur partner is a reputable, multi-discipline Civil Engineering Firm with an office in the metro area. They are dedicated to delivering excellence by planning, designing, and managing projects that meet high expectations and exceed client goals.The RoleWe are seeking a highly motivated Civil Engineer to join their team. As a Project Engineer,...
-
Senior Geotechnical Engineer and Team Lead
1 week ago
Charleston, West Virginia, United States CTL Engineering Full timeAbout CTL EngineeringCTL Engineering is a renowned, full-service consulting engineering firm with multiple locations across the United States. With over 97 years of experience in delivering top-notch civil/site design and land surveying, environmental, geotechnical, construction administration & inspection, accident reconstruction, roofing/building envelope,...
-
Electrochemistry Development Lead
3 weeks ago
Charleston, West Virginia, United States Physical Sciences Full timeCompany Overview: Faraday Technology, Inc. is a leading provider of innovative electrochemical science and engineering systems for government and commercial applications.Job Title: Electrochemistry Development LeadEstimated Salary: $140,000 - $180,000 per year based on experience and qualifications in the Englewood, OH area.Job DescriptionJob Summary: We are...
-
Mobile Building Engineer Lead
1 week ago
Charleston, West Virginia, United States Lincoln Property Company Full timeJob OverviewWe are seeking an experienced Mobile Building Engineer to join our team at Lincoln Property Company. This role involves performing technical and mechanical functions to ensure the efficient operation of our properties.Key ResponsibilitiesMaintenance and Repair: Perform routine maintenance tasks, including HVAC, electrical, plumbing, and fire...
-
Quality Assurance Engineer Lead
3 days ago
Charleston, West Virginia, United States Vesuvius Full timeAbout VesuviusVesuvius is a global leader in molten metal flow engineering and technology. We deliver innovative solutions that increase efficiency, productivity, quality, safety, and reduce costs for our customers.Our history spans over 100 years, with operations on six continents and more than 11,000 employees worldwide. We value diversity and strive to...
-
Lead Process Engineer V
4 weeks ago
Charleston, WV, United States CDI Engineering Solutions Full timeCompany: CDI Engineering SolutionsPosition: Lead Process Engineer VLocation: Charleston, WVOverview:“Together We Make Life Better”. Our quality engineering, sustainable solutions and safety record inspire everything we do. Our diverse and inclusive workforce allows for all employees to feel valued and safe to give their opinions and improve our company....
-
Charleston, West Virginia, United States META Full timeMeta is seeking an accomplished Software Engineering Manager, Product Infrastructure to spearhead our engineering initiatives.About UsWe're a forward-thinking company that values creativity and experience. Our Software Engineering Managers are expected to have progressive technical expertise and demonstrated growth in management responsibilities.Job...
-
Charleston, United States iO Associates - US Full timeA leading consultancy are looking for a Software Engineering and Solution Engineering Leader to join an active contract with one of their clients. The role focuses on driving capabilities that lead to market leadership within the Behavioral Health sector. The technology strategy is closely aligned with the overall business goals, enabling the individual to...
-
IT Process Transformation Lead
4 days ago
Charleston, West Virginia, United States NSC Technologies Full timeJob Title: Business Process Re-Engineering Lead Location: Wright Patterson AFB, OH About the Opportunity: We are seeking a highly skilled IT Process Transformation Lead to join our team at NSC Technologies. This is an exceptional opportunity for a seasoned professional to leverage their expertise in process re-engineering and transformation to drive...
-
Lead Systems Engineer
1 day ago
Charleston, SC, United States Cambridge International Systems Inc Full timeWhen you join the Cambridge team, you are part of a skilled and talented global community that is united by a set of core values: commitment, integrity, and perseverance. Join our team and help us confront today’s most threatening and complex obstacles! Cambridge International Systems, Inc. has a full-time Lead Systems Engineeropportunity available...
-
Construction Project Lead
6 days ago
Charleston, West Virginia, United States F.H. Paschen Full timeJob OverviewF.H. Paschen is a leading construction company with over 110 years of experience in the industry.We offer a unique approach that combines versatility, tenacity, and ingenuity to deliver exceptional results.Position ResponsibilitiesManage Healthcare construction projects from start to finish.Lead project teams to ensure timely completion and...
-
Senior Mechanical Engineering Manager
1 week ago
Charleston, South Carolina, United States International Staffing Consultants, Inc. Full timeCrescent City Recruitment Group is seeking a seasoned Senior Mechanical Engineering Manager to spearhead maintenance optimization efforts in our production organization. As a key member of our engineering team, you will provide technical expertise and strategic guidance to our maintenance teams.Job DescriptionThis role reports directly to the VP of...
-
Mechanical Engineer
1 week ago
Charleston, United States CV Library Full timeCompany Overview:Autonomy Staffing is a leading staffing agency providing top talent to companies in various industries. Our client, a well-established engineering firm in Charleston, SC, is seeking a highly skilled and experienced Mechanical Engineer to join their team.Job Summary:As a Mechanical Engineer, you will be responsible for designing, developing,...